{"id":189495,"date":"2025-09-29T09:18:07","date_gmt":"2025-09-29T09:18:07","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/189495\/"},"modified":"2025-09-29T09:18:07","modified_gmt":"2025-09-29T09:18:07","slug":"why-i-quit-quant-trading-to-bet-on-the-ai-boom","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/189495\/","title":{"rendered":"Why I Quit Quant Trading to Bet on the AI Boom"},"content":{"rendered":"<p>This as-told-to essay is based on a conversation with Varun Goyal, a 25-year-old AI startup engineer, based in California. It&#8217;s been edited for length and clarity.<\/p>\n<p>In 2022, I was standing at the crossroads between quant trading and tech. It was my final year of undergrad. Blinded by the initial high salary and prestige, I joined a firm as a quantitative strategist for the summer.<\/p>\n<p>I was learning so much and working with incredible people, but I was increasingly convinced that I should <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/left-tech-after-third-layoff-going-into-education-teaching-2025-9\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">go back to school<\/a>. I decided to move from India to the States for my master&#8217;s.<\/p>\n<p>When I was about to graduate with my master&#8217;s last year, the path in quant was clearer. I could accelerate my career quickly, whereas in AI, it was much messier and unpredictable because we&#8217;re still in the first stages of the <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/ceos-advice-using-ai-jobs-amazon-andy-jassy-2025-6\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">AI revolution<\/a>, and the industry is changing every day.<\/p>\n<p>After interviewing in both fields, I chose an AI startup. The hours are long, the base pay is lower than I would&#8217;ve gotten in quant, and it&#8217;s been an intense year, but I don&#8217;t regret my decision, and here&#8217;s why.<\/p>\n<p>My master&#8217;s program gave me time to explore both career options<\/p>\n<p>When <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/h1b-visa-transition-green-card-us-citizen-immigration-journey-2025-9\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">I moved to the US<\/a> to get my master&#8217;s in computer science from the University of Illinois Urbana-Champaign, I already knew that I wanted to pursue courses in quant, AI, and computer science.<\/p>\n<p>Both AI and quant roles require core computer science algorithm skills.<\/p>\n<p>During my master&#8217;s, I had more time to pursue research and talk to <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/finance-tech-wall-street-career-chief-technology-officer-2025-4\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">senior industry folks<\/a>. This was the biggest benefit for me when I was deciding what I wanted my daily life and career to look like 10 years down the line.<\/p>\n<p>When I entered my master&#8217;s, I leaned heavily toward quant because the initial compensation there is almost always higher, but these conversations helped me see beyond the starting paycheck. I heard about the day-to-day work itself, the culture, and the opportunities for <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/google-engineer-shares-changes-and-advice-for-new-engineers-2025-9\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">growth in each field<\/a>.<\/p>\n<p>Quantum trading has pros and cons<\/p>\n<p>People I knew who were two or three years out of school were working at some of the <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/ai-talent-openai-wall-street-quant-trading-firms-2025-7\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">best quant firms<\/a> in New York and Chicago. I definitely didn&#8217;t want to skip that option, but a few things stood out to me as I spoke to some of them.<\/p>\n<p>                      Related stories<\/p>\n<p>                                <img decoding=\"async\" class=\"lazy-image \" viewbox=\"0 0 1 1\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/09\/1759137487_332_placeholder.png\" alt=\"\"\/><\/p>\n<p>                            Business Insider tells the innovative stories you want to know<\/p>\n<p>                                <img decoding=\"async\" class=\"lazy-image \" viewbox=\"0 0 1 1\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/09\/1759137487_332_placeholder.png\" alt=\"\"\/><\/p>\n<p>                            Business Insider tells the innovative stories you want to know<\/p>\n<p>At bigger firms, teams often compete, and you can&#8217;t really discuss your work outside your group. As an extrovert who thrives in a collaborative environment, that felt restrictive. <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/tech-execs-made-career-pivots-2025-8\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">The exit options<\/a> in quant felt more constrained, too.<\/p>\n<p>It&#8217;s typical to grow into roles like senior quant researcher, strategy owner, or portfolio manager. Those are excellent paths, but they&#8217;re tied to very specialized expertise. It&#8217;s good to be specialized if you like that, but I feared it because I didn&#8217;t know if I wanted to stay in the field forever.<\/p>\n<p>A job in AI gave me more options down the line<\/p>\n<p>I applied for both industries and had a few quant interviews, but I decided to join an AI startup.<\/p>\n<p>Quant reminded me of a single-lane speed track: fast, sharp, but narrow, while AI felt more like a racing track with a lot of turns and curves.<\/p>\n<p>When I was in my master&#8217;s, the AI boom was happening. It kept me up at night in the best way possible. I started leaning toward working in AI because it&#8217;s redesigning the capacity of <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/sc\/ai-desktops-make-workers-productive\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">human productivity<\/a> from the ground up, which is so exciting.<\/p>\n<p>In AI, especially at startups, the day-to-day challenges are broader, less predictable, and that mix of liberty and freshness appealed to me much more. I could imagine paths into founding, venture capital, and leadership roles in <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/i-pivoted-from-investment-banking-to-big-tech-mental-health-2025-9\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">Big Tech<\/a>, and I could start honing all of those skills early in my career.<\/p>\n<p>AI ultimately left my options more open with what I could do later in life, and working at a startup provided the collaborative environment I wanted.<\/p>\n<p>I took a lower base salary than what I could&#8217;ve earned in quant, but it&#8217;s worth it<\/p>\n<p>In AI startups, the base salary still provides a good standard of living, but the real upside comes from equity. The opportunity to learn is everywhere in an <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/questions-ask-before-joining-a-startup-a-deals-2025-7\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">AI startup<\/a>. Part of the appeal is the chance to learn how to make a company successful rather than optimizing within a well-established machine.<\/p>\n<p>The biggest surprise at the startup this past year has been how much I&#8217;m learning outside coding. I&#8217;m learning to hire, adapt, lead the product direction, and sell. These skills make me more than just an engineer. I&#8217;m trying to jump on customer meetings, understand their needs, contribute to hiring decisions, and shadow and <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/lessons-shaped-career-former-executive-assistant-ceos-2025-9\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">learn from the founders<\/a> where I can.<\/p>\n<p>The year has been pretty intense with the race that various AI startups are in.<\/p>\n<p>If we don&#8217;t launch the features and tools in a new research paper within a few days, we&#8217;ve basically lost that one to the competition, so it can be stressful, but it also keeps me sharp.<\/p>\n<p>In AI, I&#8217;m in an uncomfortable seat every few months trying to keep up with the <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/pwc-ai-chief-leaders-avoid-getting-left-behind-2025-7\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">market pace<\/a>, but I&#8217;m happy with my decision. I&#8217;ve been pushed to grow so much.<\/p>\n<p>My advice for candidates interested in both Quant and AI<\/p>\n<p>If I were in the <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/how-to-choose-right-job-career-avoid-tyranny-of-should-2024-1\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">decision stage<\/a> again, one thing I&#8217;d consider is the difficulty of moving from quant to AI or vice versa later in you&#8217;re career. Having spent one year in AI, I&#8217;d feel a little uncomfortable jumping into quant.<\/p>\n<p>Quant narrows your skills down to a specialty very quickly, and if you want to expand outside that, it&#8217;s hard. But I have some friends from undergrad who did a year or two in quant and then later moved over. It&#8217;s possible.<\/p>\n<p>I love working in AI. I believe we&#8217;re like the builders of the machines in the Industrial Revolution, laying the foundations for how the world will <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/agentic-internet-ai-rails-google-anthropic-openai-2025-9\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">actually use AI<\/a>. There&#8217;s a lot left to be built, and this is the opportunity the brightest graduating minds should take.<\/p>\n<p>Do you have an AI career journey story to share? Contact this reporter, Agnes Applegate, at <a target=\"_blank\" href=\"https:\/\/www.businessinsider.com\/mailto:aapplegate@businessinsider.com\" data-track-click=\"{&quot;click_type&quot;:&quot;other&quot;,&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;outbound_click&quot;}\" rel=\" nofollow noopener\">aapplegate@businessinsider.com<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"This as-told-to essay is based on a conversation with Varun Goyal, a 25-year-old AI startup engineer, based in&hellip;\n","protected":false},"author":2,"featured_media":189496,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[45],"tags":[182,181,507,74],"class_list":{"0":"post-189495","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence","8":"tag-ai","9":"tag-artificial-intelligence","10":"tag-artificialintelligence","11":"tag-technology"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/189495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=189495"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/189495\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/189496"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=189495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=189495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=189495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}