{"id":126537,"date":"2022-07-14T17:24:54","date_gmt":"2022-07-14T17:24:54","guid":{"rendered":"https:\/\/blog.finxter.com\/?p=471654"},"modified":"2022-07-14T17:24:54","modified_gmt":"2022-07-14T17:24:54","slug":"top-21-developer-jobs-and-career-paths-in-2023","status":"publish","type":"post","link":"https:\/\/sickgaming.net\/blog\/2022\/07\/14\/top-21-developer-jobs-and-career-paths-in-2023\/","title":{"rendered":"Top 21 Developer Jobs and Career Paths in 2023"},"content":{"rendered":"\n<div class=\"kk-star-ratings kksr-auto kksr-align-left kksr-valign-top\" data-payload=\"{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;471654&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;top&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;1&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;5&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Rate this post&quot;,&quot;legend&quot;:&quot;5\\\/5 - (1 vote)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;width&quot;:&quot;142.5&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}\">\n<div class=\"kksr-stars\">\n<div class=\"kksr-stars-inactive\">\n<div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"kksr-stars-active\" style=\"width: 142.5px;\">\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<div class=\"kksr-star\" style=\"padding-right: 5px\">\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\"> 5\/5 &#8211; (1 vote) <\/div>\n<\/div>\n<p>This article will go over the top 21 most attractive developer jobs in the decade to come. Note that the purpose of this article is to look forward to the future rather than looking backward into the past. The future is inherently uncertain but we did everything we could (as you&#8217;ll see) to remain objective and use data to guide our predictions.<\/p>\n<p>Here&#8217;s a quick tabular overview on the most relevant career paths and jobs you could pursue in the decade to come &#8211; if you&#8217;re a developer optimizing for the future rather than the past:<\/p>\n<figure class=\"wp-block-table is-style-stripes\">\n<table>\n<thead>\n<tr>\n<th>Career Path (Job)<\/th>\n<th>Annual Income (Low)<\/th>\n<th>Annual Income (High)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Blockchain_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Blockchain Developer<\/a><\/td>\n<td>$105,180<\/td>\n<td>$108,560<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Data_Scientist\" target=\"_blank\" rel=\"noreferrer noopener\">Data Scientist<\/a><\/td>\n<td>$97,294<\/td>\n<td>$135,924<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Machine_Learning_Engineer\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning Engineer<\/a><\/td>\n<td>$112,000<\/td>\n<td>$157,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Deep_Learning_Engineer\" target=\"_blank\" rel=\"noreferrer noopener\">Deep Learning Engineer<\/a><\/td>\n<td>$124,000<\/td>\n<td>$148,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Computer_Science_Researcher\" target=\"_blank\" rel=\"noreferrer noopener\">Computer Science Researcher<\/a><\/td>\n<td>$74,210<\/td>\n<td>$208,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Distributed_Systems_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Distributed Systems Developer<\/a><\/td>\n<td>$97,000<\/td>\n<td>$169,656<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#AWS_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">AWS Developer<\/a><\/td>\n<td>$100,000<\/td>\n<td>$130,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Android_App_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Android App Developer<\/a><\/td>\n<td>$85,000<\/td>\n<td>$126,577<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#C_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">C++ Developer<\/a><\/td>\n<td>$45,000<\/td>\n<td>$140,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Full-Stack_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Full-Stack Developer<\/a><\/td>\n<td>$79,584<\/td>\n<td>$108,984<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Solidity_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Solidity Developer<\/a><\/td>\n<td>$60,000<\/td>\n<td>$180,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Python_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Python Developer<\/a><\/td>\n<td>$65,000<\/td>\n<td>$82,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Crypto_Bot_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Crypto Bot Developer<\/a><\/td>\n<td>$70,000<\/td>\n<td>$110,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Azure_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Developer<\/a><\/td>\n<td>$107,000<\/td>\n<td>$127,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Game_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Game Developer<\/a><\/td>\n<td>$64,053<\/td>\n<td>$115,846<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#JavaScript_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">JavaScript Developer<\/a><\/td>\n<td>$62,000<\/td>\n<td>$118,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Quant_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Quant Developer<\/a><\/td>\n<td>$86,528<\/td>\n<td>$170,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Security_Engineer\" target=\"_blank\" rel=\"noreferrer noopener\">Security Engineer<\/a><\/td>\n<td>$75,732<\/td>\n<td>$144,874<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Test_Automation_Engineer\" target=\"_blank\" rel=\"noreferrer noopener\">Test Automation Engineer<\/a><\/td>\n<td>$74,821<\/td>\n<td>$120,000<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#VHDL_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">VHDL Developer<\/a><\/td>\n<td>$32,000<\/td>\n<td>$169,500<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Frontend_Developer\" target=\"_blank\" rel=\"noreferrer noopener\">Frontend Developer<\/a><\/td>\n<td>$61,194<\/td>\n<td>$119,224<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>Okay, let&#8217;s dive into the meat&#8212;the most promising developer role for the upcoming decade(s)!<\/p>\n<h2>Blockchain Developer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"434\" height=\"295\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-67.png\" alt=\"\" class=\"wp-image-471748\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-67.png 434w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-67-300x204.png 300w\" sizes=\"auto, (max-width: 434px) 100vw, 434px\" \/><\/figure>\n<\/div>\n<p>A blockchain engineer operates, designs, develops, analyzes, implements, and supports a distributed blockchain network. Blockchain engineers manage specific business models dealing with blockchain technology.<\/p>\n<p>The average annual income of a <strong>Blockchain engineer<\/strong> is between <strong>$105,180<\/strong> and <strong>$108,560<\/strong> according to Glassdoor (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.glassdoor.com\/Search\/results.htm?keyword=blockchain%20engineer\" target=\"_blank\">source<\/a>):<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"481\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-35-1024x481.png\" alt=\"\" class=\"wp-image-161739\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-35-1024x481.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-35-300x141.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-35-768x361.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-35.png 1032w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p>But is there enough demand? Let\u2019s have a look at Google trends to find out how interest evolves over time (<a rel=\"noreferrer noopener\" href=\"https:\/\/trends.google.com\/trends\/explore?date=all&amp;q=blockchain%20engineer\" target=\"_blank\">source<\/a>):<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"503\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-34-1024x503.png\" alt=\"\" class=\"wp-image-161688\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-34-1024x503.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-34-300x147.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-34-768x377.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-34-1536x755.png 1536w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/01\/image-34.png 1713w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p>Do you want to become a Blockchain engineer? Here\u2019s a learning path I\u2019d propose in five steps to get started:<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/pll.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\" target=\"_blank\">Introduction to Computer Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.freecodecamp.org\/news\/a-thorough-introduction-to-distributed-systems-3b91562c9b3c\/\" target=\"_blank\">Introduction to Distributed Systems<\/a> (~20 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/solidity-basics\/\" target=\"_blank\">Introduction to Solidity and Ethereum<\/a> (~10 hours)<\/li>\n<li><strong>Step 4<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/solidity-building-blocks-an-advanced-introduction-towards-smart-contract-development-on-ethereum\/\" target=\"_blank\">Advanced Solidity<\/a> (~10 hours)<\/li>\n<li><strong>Step 5<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/creating-an-nft-marketplace\/\" target=\"_blank\">Build Your Own NFT Marketplace<\/a> (~20 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/how-much-does-a-blockchain-engineer-make\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/how-much-does-a-blockchain-engineer-make\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Data Scientist<\/h2>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"682\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-77-1024x682.png\" alt=\"\" class=\"wp-image-345082\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-77-1024x682.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-77-300x200.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-77-768x512.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-77.png 1028w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>Data scientists use data to find quantifiable answers to questions that often need to be found as well!<\/p>\n<p>For example, they not only find the answer to the question <em>\u201cHow can company ABC make more money?\u201d<\/em> Instead, they may find that a better question to ask would be: <em>\u201cWho are the top 20% of the clients that bring 80% of the revenue, and what do they want in the first place?\u201d<\/em><\/p>\n<p><strong>How much does a Data Scientist make per year?<\/strong><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"987\" height=\"567\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-259.png\" alt=\"Average Income of a Data Scientist in the US by Source\" class=\"wp-image-332502\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-259.png 987w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-259-300x172.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-259-768x441.png 768w\" sizes=\"auto, (max-width: 987px) 100vw, 987px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Data Scientist in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p>The average annual income of a <strong>Data Scientist<\/strong> in the United States is between <strong>$97,294<\/strong> and <strong>$135,924<\/strong> with an average of <strong>$116,505<\/strong> and a median of <strong>$119,413<\/strong> per year.<\/p>\n<p>But is there enough demand? Let\u2019s have a look at Google trends to find out how interest evolves over time (<a href=\"https:\/\/trends.google.com\/trends\/explore?date=all&amp;q=Data%20Scientist\" target=\"_blank\" rel=\"noreferrer noopener\">source<\/a>):<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"474\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-261-1024x474.png\" alt=\"\" class=\"wp-image-332515\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-261-1024x474.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-261-300x139.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-261-768x356.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-261-1536x711.png 1536w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-261.png 1751w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>Clearly, this is a long-term trend you can build your whole career on!<\/p>\n<p>Do you want to become a Data Scientist? Here\u2019s a step-by-step learning path I\u2019d propose to get started with Data :<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/pll.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\" target=\"_blank\">Introduction to Computer Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a href=\"https:\/\/online.stanford.edu\/courses\/xfds110-introduction-statistics\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to Statistics<\/a> (~40 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a href=\"https:\/\/www.edx.org\/course\/intro-to-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to Data Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 4<\/strong>: <a href=\"https:\/\/www.simplilearn.com\/free-data-visualization-course-online-skillup\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to Data Visualization<\/a> (~20 hours)<\/li>\n<li><strong>Step 4<\/strong>: <a href=\"https:\/\/openlearninglibrary.mit.edu\/courses\/course-v1:MITx+6.036+1T2019\/about\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to Machine Learning<\/a> (~40 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/data-scientist-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/data-scientist-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Machine Learning Engineer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"434\" height=\"290\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-68.png\" alt=\"\" class=\"wp-image-471751\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-68.png 434w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-68-300x200.png 300w\" sizes=\"auto, (max-width: 434px) 100vw, 434px\" \/><\/figure>\n<\/div>\n<p>A Machine Learning Engineer creates, edits, analyzes, debugs, models, and supervises the development of machine learning models using programming languages such as <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/python-developer-income-and-opportunity\/\" target=\"_blank\">Python<\/a> or <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/c-plus-plus-developer-income-and-opportunity\/\" target=\"_blank\">C++<\/a> and machine learning libraries such as <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/keras-developer-income-and-opportunity\/\" target=\"_blank\">Keras<\/a> or <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/tensorflow-developer-income-and-opportunity\/\" target=\"_blank\">TensorFlow<\/a>.<\/p>\n<p>How much does a Machine Learning Engineer make per year?<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"917\" height=\"551\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-136.png\" alt=\"\" class=\"wp-image-306083\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-136.png 917w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-136-300x180.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-136-768x461.png 768w\" sizes=\"auto, (max-width: 917px) 100vw, 917px\" \/><figcaption><strong>Figure<\/strong>: Average Machine Learning Engineer Income. [1]<\/figcaption><\/figure>\n<p>The average annual income of a <strong>Machine Learning Engineer<\/strong> in the United States is between <strong>$112,000<\/strong> and <strong>$157,000<\/strong> with a median of <strong>$131,000<\/strong> per year according to multiple data sources such as Indeed, Glassdoor, Salary.com, and Payscale.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/machine-learning-engineer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/machine-learning-engineer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Deep Learning Engineer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"575\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-69-1024x575.png\" alt=\"\" class=\"wp-image-471752\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-69-1024x575.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-69-300x169.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-69-768x432.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-69.png 1162w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p><strong>Deep learning is a subset of machine learning using artificial neural network (ANN) models with more than three layers.<\/strong> ANNs are inspired by the behavior of the human brain to enable machines to learn \u2014 with the idea to connect neurons with each other via artificial \u201csynapses\u201d and learning is modeled as the collective weights and magnitude of the neural connections.<\/p>\n<p>The average annual income of a <strong>Deep Learning Engineer<\/strong> in the United States is between <strong>$124,000<\/strong> and <strong>$148,000<\/strong> based on multiple sources such as Indeed, Ziprecruiter, and Salary.com.<\/p>\n<p>A Deep Learning Engineer creates, edits, analyzes, debugs, and supervises the development of artificial neural networks (ANN) with multiple layers written in programming environments such as <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/python-developer-income-and-opportunity\/\" target=\"_blank\">Python<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/tensorflow-developer-income-and-opportunity\/\" target=\"_blank\">TensorFlow<\/a>, or <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/keras-developer-income-and-opportunity\/\" target=\"_blank\">Keras<\/a>.<\/p>\n<p>Do you want to become a Deep Learning Engineer? Here\u2019s a step-by-step learning path I\u2019d propose to get started with Deep Learning :<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/pll.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\" target=\"_blank\">Introduction to Computer Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/ocw.mit.edu\/courses\/electrical-engineering-and-computer-science\/6-006-introduction-to-algorithms-fall-2011\/lecture-notes\/\" target=\"_blank\">Introduction to Algorithms<\/a> (~40 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/python-crash-course\/\" target=\"_blank\">Introduction to Python<\/a> (~10 hours)<\/li>\n<li><strong>Step 4<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\/ml-intro\" target=\"_blank\">Introduction to Machine Learning<\/a> (~40 hours)<\/li>\n<li><strong>Step 5<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.google.com\/search?q=introduction+to+Deep Learning +programming\" target=\"_blank\">Introduction to Deep Learning<\/a> (~20 hours)<\/li>\n<li><strong>Step 6<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/results?search_query=introduction+to+Deep Learning +programming\" target=\"_blank\">Introduction to Deep Learning (Free Video Courses)<\/a> (~10 hours)<\/li>\n<li><strong>Step 7<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.google.com\/search?q=introduction+to+Machine Learning+programming\" target=\"_blank\">Introduction to Machine Learning<\/a> (~20 hours)<\/li>\n<li><strong>Step 8<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/results?search_query=introduction+to+Machine Learning+programming\" target=\"_blank\">Introduction to Machine Learning (Free Video Courses)<\/a> (~10 hours)<\/li>\n<li><strong>Step 9<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/results?search_query=introduction+to+TensorFlow+programming\" target=\"_blank\">Introduction to TensorFlow (Free Video Courses)<\/a> (~10 hours)<\/li>\n<li><strong>Step 10<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.google.com\/search?q=introduction+to+Keras+programming\" target=\"_blank\">Introduction to Keras<\/a> (~20 hours)<\/li>\n<li><strong>Step 11<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/results?search_query=introduction+to+Keras+programming\" target=\"_blank\">Introduction to Keras (Free Video Courses)<\/a> (~10 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/deep-learning-engineer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/deep-learning-engineer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Computer Science Researcher<\/h2>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"683\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-81-1024x683.png\" alt=\"\" class=\"wp-image-346491\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-81-1024x683.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-81-300x200.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-81-768x512.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-81.png 1027w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>A <strong>computer science researcher and scientist<\/strong> identifies and answers open research questions in computer science. They apply scientific reasoning and research techniques to push the state-of-the-art forward in various fields such as machine learning, distributed systems, databases, algorithms, and data science.<\/p>\n<p>Six of the most common activities of computer science researchers, based on my own <a href=\"https:\/\/blog.finxter.com\/computer-science-phd-a-simple-formula-for-massive-success-%f0%9f%8c%9f\/\" data-type=\"post\" data-id=\"3919\" target=\"_blank\" rel=\"noreferrer noopener\">experience<\/a>:<\/p>\n<ul>\n<li>reading research papers,<\/li>\n<li>thinking about research questions and problems,<\/li>\n<li>identifying research gaps and discussing them with their peers,<\/li>\n<li>creating code and software systems for evaluation purposes,<\/li>\n<li>writing research papers, and<\/li>\n<li>presenting those scientific results at conferences and in journals.<\/li>\n<\/ul>\n<p>The median annual income (=50th percentile) of a <strong>computer science researcher<\/strong> was <strong>$131,490<\/strong> in May 2021. The bottom 10% (=10th percentile) of computer science researchers earned less than <strong>$74,210<\/strong> and the top 10% (=90th percentile) earned more than <strong>$208,000<\/strong>.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/computer-science-research-scientist\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/computer-science-research-scientist\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Distributed Systems Developer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"686\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-70-1024x686.png\" alt=\"\" class=\"wp-image-471754\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-70-1024x686.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-70-300x201.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-70-768x514.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-70.png 1162w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p>A distributed system is a computer system spread across multiple computing devices connected via a communication network. Each participating device takes over part of the overall work performed by the system. By means of the collaboration of individual units, the system can provide services that each individual system component couldn\u2019t provide on its own.<\/p>\n<p>Some examples of distributed systems are:<\/p>\n<ul>\n<li><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/ethereum-top-10-articles-to-get-started\/\" target=\"_blank\">Ethereum<\/a> <\/strong>is a distributed system of Ethereum nodes connected via the Internet and a specific communication protocol.<\/li>\n<li><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/how-to-value-bitcoin\/\" target=\"_blank\">Bitcoin <\/a><\/strong>is a distributed system of Bitcoin nodes connected via the Internet and a specific communication protocol as defined by the open-source Bitcoin protocol.<\/li>\n<li>The <strong>World Wide Web<\/strong> is a distributed system of servers connected via IP to provide a coherent web experience via browsers and an HTML-like web experience.<\/li>\n<\/ul>\n<p>A distributed systems engineer designs, implements, and debugs distributed systems for data storage, crypto &amp; web3, or analytics. The idea is to design a distributed system that can provide a service to users that couldn\u2019t be provided by a centralized system (e.g., providing a decentralized, censorship-free monetary network).<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"872\" height=\"555\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-143.png\" alt=\"Average Income of a Distributed Systems Engineer in the US by Source. \" class=\"wp-image-359911\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-143.png 872w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-143-300x191.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-143-768x489.png 768w\" sizes=\"auto, (max-width: 872px) 100vw, 872px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Distributed Systems Engineer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p>The average annual income of a <strong>Distributed Systems Engineer<\/strong> in the United States is between <strong>$97,000<\/strong> and <strong>$169,656<\/strong>, with an average of <strong>$126,894 <\/strong>and a statistical median of <strong>$130,000<\/strong> per year.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/distributed-systems-engineer\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/distributed-systems-engineer\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>AWS Developer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"768\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-71-1024x768.png\" alt=\"\" class=\"wp-image-471755\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-71-1024x768.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-71-300x225.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-71-768x576.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-71.png 1162w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p>An AWS Developer creates, edits, analyzes, debugs, and supervises the development of software written for the AWS cloud services that support many programming languages such as <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/python-developer-income-and-opportunity\/\" target=\"_blank\">Python<\/a> or <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/java-developer-income-and-opportunity\/\" target=\"_blank\">Java<\/a>.<\/p>\n<p><strong><em>Learning AWS is one of the most important, most sought-after, and most profitable things you can do as a developer!<\/em><\/strong><\/p>\n<p>The average annual income of an AWS Developer in the United States is <strong>$122,799<\/strong> per year according to <a rel=\"noreferrer noopener\" href=\"https:\/\/www.ziprecruiter.com\/Salaries\/AWS-Developer-Salary\" target=\"_blank\">ZipRecruiter<\/a>. Another estimate is provided by <a rel=\"noreferrer noopener\" href=\"https:\/\/www.glassdoor.com\/Salaries\/aws-developer-salary-SRCH_KO0,13.htm\" target=\"_blank\">Glassdoor<\/a> that provides data supporting an annual income of AWS Developers of <strong>$115,000<\/strong> per year.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/aws-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/aws-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Android App Developer<\/h2>\n<p>An Android app developer is a programmer who focuses on software creation for mobile devices such as smartphones or wearables using the Android operating system.<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"682\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-95-1024x682.png\" alt=\"\" class=\"wp-image-351534\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-95-1024x682.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-95-300x200.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-95-768x512.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-95.png 1028w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>As an Android app developer, your skill set varies depending on the concrete set of applications you\u2019re working on. However, these skills will proof useful no matter what, and most successful Android app developers have these seven skills:<\/p>\n<ol>\n<li>General programming skills (e.g., <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/java-developer-income-and-opportunity\/\" target=\"_blank\">Java<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/c-plus-plus-developer-income-and-opportunity\/\" target=\"_blank\">C++<\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/python-developer-income-and-opportunity\/\" target=\"_blank\">Python<\/a>)<\/li>\n<li>Specific app framework skills (e.g., <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/flutter-developer-income-and-opportunity\/\" target=\"_blank\">Flutter<\/a>)<\/li>\n<li>Distributed systems skills<\/li>\n<li>Web development skills (e.g., <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/full-stack-web-developer-income-and-opportunity\/\" target=\"_blank\">HTML, CSS, JavaScript<\/a>)<\/li>\n<li>Design skills (e.g., Photoshop)<\/li>\n<li>Security skills (e.g., SSL encryption)<\/li>\n<li>Soft skills (e.g., communication, presentation, marketing)<\/li>\n<\/ol>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"568\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-91-1024x568.png\" alt=\"\" class=\"wp-image-351511\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-91-1024x568.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-91-300x167.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-91-768x426.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-91.png 1027w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption><strong>Figure<\/strong>: Average Income of an Android App Developer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p>The average annual income of an <strong>Android App Developer<\/strong> in the United States is between <strong>$85,000<\/strong> and <strong>$126,577<\/strong> with an average of <strong>$106,923 <\/strong>and a statistical median of <strong>$107,343<\/strong> per year.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/android-app-developer\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/android-app-developer\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>C++ Developer<\/h2>\n<\/p>\n<p>As a C++ developer, you create software in the programming language C++ which is among the most widely used programming languages. For example, Google, Amazon, Facebook all employ a large number of C++ developers.<\/p>\n<p>The average annual income of a <strong>C++ Developer<\/strong> is between <strong>$45,000<\/strong> and <strong>$140,000<\/strong> according to <em>PayScale<\/em> with an average of $67,473 in the US based on 31 salary reports (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.payscale.com\/research\/US\/Job=C%2B%2B_Developer\/Salary\" target=\"_blank\">source<\/a>). But <em>Indeed.com<\/em> reports an even higher annual C++ developer income of <strong>$116,925<\/strong> based on 480 salaries reported (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.indeed.com\/career\/c%2B%2B-developer\/salaries\" target=\"_blank\">source<\/a>).<\/p>\n<p>Do you want to become a C++ Developer? Here\u2019s a step-by-step learning path I\u2019d propose to get started with C++:<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/pll.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\" target=\"_blank\">Introduction to Computer Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/ocw.mit.edu\/courses\/electrical-engineering-and-computer-science\/6-096-introduction-to-c-january-iap-2011\/lecture-notes\/\" target=\"_blank\">MIT Introduction to C++<\/a> (~20 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.cplusplus.com\/doc\/tutorial\/\" target=\"_blank\">C++ Language Tutorial<\/a> (~20 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/c-plus-plus-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/c-plus-plus-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Full-Stack Developer<\/h2>\n<p>A <strong>full-stack web developer<\/strong> works both with back-end and front-end web technologies.<\/p>\n<ul>\n<li>The <strong>back-end<\/strong> consists of the webserver infrastructure, databases, and code function integration to facilitate a smooth and secure serving of user requests.<\/li>\n<li>The <strong>front-end<\/strong> focuses on the graphical user interface (GUI) of the website using <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/html-developer-income-and-opportunity\/\" target=\"_blank\">HTML<\/a>, <a href=\"https:\/\/blog.finxter.com\/css-developer-income-and-opportunity\/\">C<\/a><a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/css-developer-income-and-opportunity\/\" target=\"_blank\">S<\/a><a href=\"https:\/\/blog.finxter.com\/css-developer-income-and-opportunity\/\">S<\/a>, and <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/javascript-developer-income-and-opportunity\/\" target=\"_blank\">JavaScript<\/a> with the goal of setting up the whole technology stack to enable users to view and interact with the website.<\/li>\n<\/ul>\n<p>Full-stack developers have skills in all those fields so they often take crucial roles in overseeing the technical implementation of large web projects.<\/p>\n<p>The average annual income of a <strong>Full-Stack Web Developer<\/strong> in the United States is between <strong>$79,584<\/strong> and <strong>$108,984<\/strong> with an average income of <strong>$98,454<\/strong> and a median income of <strong>$99,274<\/strong> per year according to our meta-study of 7 aggregated data sources such as Glassdoor and Indeed.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"997\" height=\"680\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-243.png\" alt=\"Figure: Average Income of a Full-Stack Developer in the US by Source.\" class=\"wp-image-326363\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-243.png 997w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-243-300x205.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-243-768x524.png 768w\" sizes=\"auto, (max-width: 997px) 100vw, 997px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Full-Stack Developer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/full-stack-web-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/full-stack-web-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Solidity Developer<\/h2>\n<p>The average annual income of a <strong>Solidity Developer<\/strong> is between <strong>$60,000<\/strong> and <strong>$180,000<\/strong> with an average of $100,000 per year (<a rel=\"noreferrer noopener\" href=\"https:\/\/web3.career\/web3-salaries\/solidity-developer\" target=\"_blank\">source<\/a>).<\/p>\n<p>Here are a couple of example jobs for Solidity engineers:<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"546\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-215-1024x546.png\" alt=\"\" class=\"wp-image-211077\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-215-1024x546.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-215-300x160.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-215-768x409.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-215.png 1143w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption><a rel=\"noreferrer noopener\" href=\"https:\/\/web3.career\/web3-salaries\/solidity-developer\" target=\"_blank\">source<\/a><\/figcaption><\/figure>\n<\/div>\n<p>Let\u2019s have a look at Google trends to find out how interest evolves over time (<a rel=\"noreferrer noopener\" href=\"https:\/\/trends.google.com\/trends\/explore?date=all&amp;q=Solidity\" target=\"_blank\">source<\/a>):<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"482\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-217-1024x482.png\" alt=\"\" class=\"wp-image-211079\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-217-1024x482.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-217-300x141.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-217-768x362.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-217-1536x723.png 1536w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-217.png 1733w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p>A Solidity developer creates, edits, analyzes, and debugs code in the Solidity programming language used to develop smart contracts for modern Blockchain ecosystems such as Ethereum.<\/p>\n<p>Do you want to become a Solidity Developer? Here\u2019s a step-by-step learning path I\u2019d propose to get started with Solidity:<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/pll.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\" target=\"_blank\">Introduction to Computer Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.freecodecamp.org\/news\/a-thorough-introduction-to-distributed-systems-3b91562c9b3c\/\" target=\"_blank\">Introduction to Distributed Systems<\/a> (~20 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/solidity-basics\/\" target=\"_blank\">Introduction to Solidity and Ethereum<\/a> (~10 hours)<\/li>\n<li><strong>Step 4<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/solidity-building-blocks-an-advanced-introduction-towards-smart-contract-development-on-ethereum\/\" target=\"_blank\">Advanced Solidity<\/a> (~10 hours)<\/li>\n<li><strong>Step 5<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/creating-an-nft-marketplace\/\" target=\"_blank\">Build Your Own NFT Marketplace<\/a> (~20 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/solidity-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/solidity-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Python Developer<\/h2>\n<p>A Python developer is a programmer who creates software in the Python programming language. Python developers are often involved in data science, <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/python-plotly-dash-cheat-sheet\/\" target=\"_blank\">web development<\/a>, and <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/cheat-sheet-6-pillar-machine-learning-algorithms\/\" target=\"_blank\">machine learning<\/a> applications.<\/p>\n<p>A Python developer earns <strong>$65,000<\/strong> (entry-level), <strong>$82,000<\/strong> (mid-level), or <strong>$114,000<\/strong> (experienced) per year in the US according to Indeed. (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.daxx.com\/blog\/development-trends\/python-developer-salary-usa\" target=\"_blank\">source<\/a>)<\/p>\n<p>Do you want to become a Python Developer? Here\u2019s a step-by-step learning path I\u2019d propose to get started with Python:<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/pll.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\" target=\"_blank\">Introduction to Computer Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/python-crash-course\/\" target=\"_blank\">Introduction to Python<\/a> (~10 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/python-object-oriented-programming-concepts-and-design\/\" target=\"_blank\">Python Object-Orientation<\/a> (~10 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/python-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/python-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Crypto Bot Developer<\/h2>\n<p>The average annual income of a <strong>Crypto Trading Bot Developer<\/strong> is similar to algorithmic traders of $104,422 (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.comparably.com\/salaries\/salaries-for-algorithmic-trader\" target=\"_blank\">source<\/a>). However, due to the novelty of the industry, there\u2019s little official data. If you assume an hourly rate of $50 and an annual 2000 hours worked, the annual income of a crypto trading bot developer would be $100,000.<\/p>\n<p>Let\u2019s have a look at Google trends to find out how interest evolves over time (<a rel=\"noreferrer noopener\" href=\"https:\/\/trends.google.com\/trends\/explore?date=all&amp;q=Crypto Trading Bot\" target=\"_blank\">source<\/a>):<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"464\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-28-1024x464.png\" alt=\"\" class=\"wp-image-175051\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-28-1024x464.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-28-300x136.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-28-768x348.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-28-1536x695.png 1536w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/02\/image-28.png 1745w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>Yes, this definitely is an interesting industry for programmers to make $50 per hour and more!<\/p>\n<p>Trading bots are software programs that talk directly to financial exchanges. Crypto trading bots are programs that talk to crypto exchanges. A crypto bot developer develops those programs. Crypto trading bot developers tend to be very proficient in trading, financial algorithms, APIs, and web services.<\/p>\n<p>Do you want to become a Crypto Trading Bot Developer? Here\u2019s a learning path I\u2019d propose in five steps to get started:<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/pll.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\" target=\"_blank\">Introduction to Computer Science<\/a> (~40 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/binance-trading-api-creating-your-first-simple-crypto-trading-bot\/\" target=\"_blank\">Create Your First Crypto Trading Bot<\/a> (~20 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/solidity-basics\/\" target=\"_blank\">Introduction to Solidity and Ethereum<\/a> (~10 hours)<\/li>\n<li><strong>Step 4<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/academy.finxter.com\/university\/solidity-building-blocks-an-advanced-introduction-towards-smart-contract-development-on-ethereum\/\" target=\"_blank\">Advanced Solidity<\/a> (~10 hours)<\/li>\n<li><strong>Step 5<\/strong>: <a href=\"https:\/\/academy.finxter.com\/university\/binance-trading-api-advanced-trading\/\" target=\"_blank\" rel=\"noreferrer noopener\">Mastery Crypto Trading Bot Strategies<\/a> (~20 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/crypto-trading-bot-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/crypto-trading-bot-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Azure Developer<\/h2>\n<p>An Azure Developer creates, designs, edits, analyzes, debugs, deploys, and supervises the development of cloud applications written for the Azure cloud and development ecosystem.<\/p>\n<p>The average annual income of an <strong>Azure Developer<\/strong> in the United States is <strong>$122,031 per year<\/strong> according to <a rel=\"noreferrer noopener\" href=\"https:\/\/www.talent.com\/salary?job=azure+developer\" target=\"_blank\">Talent.com<\/a>. Entry-level Azure Developers start with <strong>$107,250<\/strong> per year. Top earners make <strong>$127,000<\/strong> and more in the US according to <a rel=\"noreferrer noopener\" href=\"https:\/\/www.glassdoor.com\/Salaries\/azure-developer-salary-SRCH_KO0,15.htm\" target=\"_blank\">Glassdoor<\/a>!<\/p>\n<p>Let\u2019s have a look at Google trends to find out how interest evolves over time (<a rel=\"noreferrer noopener\" href=\"https:\/\/trends.google.com\/trends\/explore?date=all&amp;q=Azure\" target=\"_blank\">source<\/a>):<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"489\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/03\/image-268-1024x489.png\" alt=\"\" class=\"wp-image-274079\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/03\/image-268-1024x489.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/03\/image-268-300x143.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/03\/image-268-768x367.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/03\/image-268-1536x734.png 1536w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/03\/image-268.png 1737w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/azure-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/azure-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Game Developer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"575\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-72-1024x575.png\" alt=\"\" class=\"wp-image-471757\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-72-1024x575.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-72-300x169.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-72-768x432.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-72.png 1162w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p>Game Development is the art of creating games that involves multiple development stages such as game concept generation, game design, game development, game testing, game building, game deployment, and game release.<\/p>\n<p><strong>Game developers<\/strong> and <strong>video game developers<\/strong> create code for games in a variety of formats such as desktop-based games (Windows, macOS, Linux), consoles (PS2), web browsers (Chrome, Safari), crypto (Ethereum, Polygon\/Optimism, Solana), and mobile phone (iOS, Android).<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"923\" height=\"551\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-263.png\" alt=\"\" class=\"wp-image-334182\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-263.png 923w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-263-300x179.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-263-768x458.png 768w\" sizes=\"auto, (max-width: 923px) 100vw, 923px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Game Developer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p>The average annual income of a <strong>Game Developer<\/strong> in the United States is between <strong>$64,053<\/strong> and <strong>$115,846<\/strong> with an average of <strong>$89,889<\/strong> and a median of <strong>$92,061<\/strong> per year.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/game-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/game-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>JavaScript Developer<\/h2>\n<p>A JavaScript developer creates dynamic web applications focusing mostly on the front-end logic\u2014but recently some back-end JavaScript frameworks emerged as well. If you like web development and programming user interfaces, you\u2019ll love the work as a JavaScript developer.<\/p>\n<p>The average annual income of a <strong>JavaScript Developer<\/strong> is between <strong>$62,000<\/strong> and <strong>$118,000<\/strong> with an average of <strong>$84,000<\/strong> per year according to Daxx.com and PayScale (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.daxx.com\/blog\/development-trends\/javascript-market-trends-average-salaries\" target=\"_blank\">source<\/a>).<\/p>\n<p>Do you want to become a JavaScript Developer? Here\u2019s a step-by-step learning path I\u2019d propose to get started with JavaScript and web development:<\/p>\n<ul>\n<li><strong>Step 1<\/strong>: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.w3schools.com\/html\/html_intro.asp\" target=\"_blank\">Introduction to HTML<\/a> (~20 hours)<\/li>\n<li><strong>Step 2<\/strong>: <a href=\"https:\/\/www.w3schools.com\/css\/css_intro.asp\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to CSS<\/a> (~20 hours)<\/li>\n<li><strong>Step 3<\/strong>: <a href=\"https:\/\/www.w3schools.com\/js\/js_intro.asp\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to JavaScript<\/a> (~20 hours)<\/li>\n<\/ul>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/javascript-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/javascript-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Quant Developer<\/h2>\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"682\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-316-1024x682.png\" alt=\"\" class=\"wp-image-390904\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-316-1024x682.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-316-300x200.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-316-768x512.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-316.png 1028w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>A <strong>quantitative developer<\/strong> (i.e., <em>Quant<\/em>) is a financial programmer focused on financial modeling and quantitative finance and trading.<\/p>\n<p>Quants use their profound knowledge of<\/p>\n<ul>\n<li>statistics and math,<\/li>\n<li>finance,<\/li>\n<li>data structures,<\/li>\n<li>algorithms,<\/li>\n<li>machine learning,<\/li>\n<li>scientific computing,<\/li>\n<li>data science,<\/li>\n<li>chart technique, and<\/li>\n<li>data visualization<\/li>\n<\/ul>\n<p>to create models for financial prediction, backtesting, analysis, and implementation of trading and financial applications (e.g., for risk management).<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"942\" height=\"556\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-311.png\" alt=\"Figure: Average Income of a Quant Developer in the US by Source.\" class=\"wp-image-390860\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-311.png 942w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-311-300x177.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-311-768x453.png 768w\" sizes=\"auto, (max-width: 942px) 100vw, 942px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Quant Developer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p>The expected annual income of a <strong>Quantitative Developer (Quant)<\/strong> in the United States is between <strong>$86,528<\/strong> and <strong>$170,000<\/strong> per year, with an average annual income of <strong>$127,375<\/strong> per year and a median income of <strong>$136,321<\/strong> per year.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/quant-developer\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/quant-developer\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Security Engineer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"457\" height=\"685\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-140.png\" alt=\"\" class=\"wp-image-358139\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-140.png 457w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-140-200x300.png 200w\" sizes=\"auto, (max-width: 457px) 100vw, 457px\" \/><\/figure>\n<\/div>\n<p>A security engineer is a \u201cwhite-hat hacker\u201d, i.e., an IT professional who analyzes computer systems and computer networks to ensure they are running securely. This involves proactive analysis and understanding of possible security threats and attack vectors and designing the system to minimize the exposure to these threats.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"932\" height=\"567\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-137.png\" alt=\"\" class=\"wp-image-357986\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-137.png 932w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-137-300x183.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-137-768x467.png 768w\" sizes=\"auto, (max-width: 932px) 100vw, 932px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Security Engineer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p>The average annual income of a <strong>Security Engineer<\/strong> in the United States is between <strong>$75,732<\/strong> and <strong>$144,874<\/strong>, with an average of <strong>$108,851 <\/strong>and a statistical median of <strong>$105,928<\/strong> per year.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/security-engineer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/security-engineer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Test Automation Engineer<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"682\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-274-1024x682.png\" alt=\"\" class=\"wp-image-386559\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-274-1024x682.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-274-300x200.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-274-768x512.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-274.png 1028w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<p>A <strong>Test Automation Engineer<\/strong> is a software developer who creates automated software tests for existing or new applications. Testing is a crucial phase in the software development cycle to learn about bugs, usability, and security issues and fix them before deploying an application in the real world.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"905\" height=\"576\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-270.png\" alt=\"Average Income of a Test Automation Engineer in the US by Source.\" class=\"wp-image-386504\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-270.png 905w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-270-300x191.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/05\/image-270-768x489.png 768w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Test Automation Engineer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p>The expected annual income of a <strong>Test Automation Engineer<\/strong> in the United States is between <strong>$74,821<\/strong> and <strong>$120,000<\/strong> per year, with an average annual income of <strong>$95,285 <\/strong>per year and a median income of <strong>$93,657<\/strong> per year.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/test-automation-engineer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/test-automation-engineer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>VHDL Developer<\/h2>\n<p>A VHDL Developer developer creates, edits, analyzes, debugs, and supervises the development of software written in the VHDL programming language. VHDL is the other popular hardware description language. In fact, most professionals who know VHDL also know Verilog.<\/p>\n<p>The annual income of a VHDL developer in the US can be <strong>as high as $169,500 and as low as $32,000<\/strong> according to Ziprecruiter (<a rel=\"noreferrer noopener\" href=\"https:\/\/www.ziprecruiter.com\/Salaries\/VHDL-Programmer-Salary\" target=\"_blank\">source<\/a>). Most VHDL developer make between $65,000 (25th percentile) and $135,000 (75th percentile) with top earners (90th percentile) making $157,500 annually across the United States.<\/p>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/vhdl-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/vhdl-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Frontend Developer<\/h2>\n<p>A <strong>web developer<\/strong> is a programmer who specializes in the development of websites or applications viewed on web browsers, mobile devices, and large desktop screens that are transported over private or public networks such as the Internet.<\/p>\n<p>A <strong>front-end web developer<\/strong> focuses on the graphical user interface (GUI) of the website using <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/html-developer-income-and-opportunity\/\" target=\"_blank\">HTML<\/a>, <a href=\"https:\/\/blog.finxter.com\/css-developer-income-and-opportunity\/\">C<\/a><a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/css-developer-income-and-opportunity\/\" target=\"_blank\">S<\/a><a href=\"https:\/\/blog.finxter.com\/css-developer-income-and-opportunity\/\">S<\/a>, and <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/javascript-developer-income-and-opportunity\/\" target=\"_blank\">JavaScript<\/a> with the goal of setting up the whole technology stack to enable users to view and interact with the website.<\/p>\n<p>The average annual income of a <strong>Front-end Web Developer<\/strong> in the United States is between <strong>$61,194<\/strong> and <strong>$119,224<\/strong> with an average income of <strong>$89,683<\/strong> and a median income of <strong>$90,499<\/strong> per year according to our meta-study of 8 aggregated data sources such as Glassdoor and Indeed.<\/p>\n<p>The following graphic shows the individual data sources, as well as the average and median income level of a web developer in the US:<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"569\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-183-1024x569.png\" alt=\"Average Income of a Front-End Web Developer in the US by Source\" class=\"wp-image-316598\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-183-1024x569.png 1024w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-183-300x167.png 300w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-183-768x427.png 768w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/04\/image-183.png 1027w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption><strong>Figure<\/strong>: Average Income of a Front-End Web Developer in the US by Source. [1]<\/figcaption><\/figure>\n<\/div>\n<p class=\"has-base-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f30e.png\" alt=\"\ud83c\udf0e\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> <strong>Learn More<\/strong>: You can find out more about this career path in my <a href=\"https:\/\/blog.finxter.com\/front-end-web-developer-income-and-opportunity\/\" data-type=\"URL\" data-id=\"https:\/\/blog.finxter.com\/front-end-web-developer-income-and-opportunity\/\" target=\"_blank\" rel=\"noreferrer noopener\">full article on the Finxter blog<\/a>.<\/p>\n<h2>Summary<\/h2>\n<p>This article has shown you the top career choices for developers in the upcoming decade:<\/p>\n<ul>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Blockchain_Developer\">Blockchain Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Data_Scientist\">Data Scientist<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Machine_Learning_Engineer\">Machine Learning Engineer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Deep_Learning_Engineer\">Deep Learning Engineer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Computer_Science_Researcher\">Computer Science Researcher<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Distributed_Systems_Developer\">Distributed Systems Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#AWS_Developer\">AWS Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Android_App_Developer\">Android App Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#C_Developer\">C++ Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Full-Stack_Developer\">Full-Stack Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Solidity_Developer\">Solidity Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Python_Developer\">Python Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Crypto_Bot_Developer\">Crypto Bot Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Azure_Developer\">Azure Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Game_Developer\">Game Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#JavaScript_Developer\">JavaScript Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Quant_Developer\">Quant Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Security_Engineer\">Security Engineer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Test_Automation_Engineer\">Test Automation Engineer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#VHDL_Developer\">VHDL Developer<\/a><\/li>\n<li><a href=\"https:\/\/blog.finxter.com\/top-21-developer-jobs-in-2023\/#Frontend_Developer\">Frontend Developer<\/a><\/li>\n<\/ul>\n<p>Feel free to join our <a href=\"https:\/\/blog.finxter.com\/email-academy\/\" data-type=\"page\" data-id=\"12278\" target=\"_blank\" rel=\"noreferrer noopener\">free email academy<\/a> to stay tuned and informed in many of those fields!<\/p>\n<h2>Programmer Humor &#8211; Blockchain<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"280\" height=\"394\" src=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-31.png\" alt=\"\" class=\"wp-image-457795\" srcset=\"https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-31.png 280w, https:\/\/blog.finxter.com\/wp-content\/uploads\/2022\/07\/image-31-213x300.png 213w\" sizes=\"auto, (max-width: 280px) 100vw, 280px\" \/><figcaption><em>&#8220;Blockchains are like grappling hooks, in that it&#8217;s extremely cool when you encounter a problem for which they&#8217;re the right solution, but it happens way too rarely in real life.&#8221;<\/em> <strong>source <\/strong>&#8211; <a href=\"https:\/\/imgs.xkcd.com\/comics\/blockchain.png\" data-type=\"URL\" data-id=\"https:\/\/imgs.xkcd.com\/comics\/blockchain.png\" target=\"_blank\" rel=\"noreferrer noopener\">xkcd<\/a><\/figcaption><\/figure>\n<\/div>\n<h2>Where to Go From Here?<\/h2>\n<p>Enough theory. Let\u2019s get some practice!<\/p>\n<p>Coders get paid six figures and more because they can solve problems more effectively using machine intelligence and automation. <\/p>\n<p>To become more successful in coding, solve more real problems for real people. That\u2019s how you polish the skills you really need in practice. After all, what\u2019s the use of learning theory that nobody ever needs?<\/p>\n<p><strong>You build high-value coding skills by working on practical coding projects!<\/strong><\/p>\n<p>Do you want to stop learning with toy projects and focus on practical code projects that earn you money and solve real problems for people?<\/p>\n<p class=\"has-global-color-8-background-color has-background\"><img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/1f680.png\" alt=\"\ud83d\ude80\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\" \/> If your answer is <strong><em>YES!<\/em><\/strong>, consider becoming a <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/become-python-freelancer-course\/\" data-type=\"page\" data-id=\"2072\" target=\"_blank\">Python freelance developer<\/a>! It\u2019s the best way of approaching the task of improving your Python skills\u2014even if you are a complete beginner.<\/p>\n<p>If you just want to learn about the freelancing opportunity, feel free to watch my free webinar <a rel=\"noreferrer noopener\" href=\"https:\/\/blog.finxter.com\/webinar-freelancer\/\" target=\"_blank\">\u201cHow to Build Your High-Income Skill Python\u201d<\/a> and learn how I grew my coding business online and how you can, too\u2014from the comfort of your own home.<\/p>\n<p><a href=\"https:\/\/blog.finxter.com\/webinar-freelancer\/\" target=\"_blank\" rel=\"noreferrer noopener\">Join the free webinar now!<\/a><\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>5\/5 &#8211; (1 vote) This article will go over the top 21 most attractive developer jobs in the decade to come. Note that the purpose of this article is to look forward to the future rather than looking backward into the past. The future is inherently uncertain but we did everything we could (as you&#8217;ll [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[857],"tags":[73,468,528],"class_list":["post-126537","post","type-post","status-publish","format-standard","hentry","category-python-tut","tag-programming","tag-python","tag-tutorial"],"_links":{"self":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts\/126537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/comments?post=126537"}],"version-history":[{"count":0,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/posts\/126537\/revisions"}],"wp:attachment":[{"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/media?parent=126537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/categories?post=126537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sickgaming.net\/blog\/wp-json\/wp\/v2\/tags?post=126537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}