• The biggest hedge funds are battling it out to attract and retain top talent and outperform peers.
• Business Insider has talked to elite hedge funds to get a peek into their recruiting processes.
• From internships to high-paying tech jobs, here's what we know about their hiring practices.

The battle for talent in the hedge fund world is fiercer than ever — and it cuts across all levels and positions.

With six-figure starting salaries, intense work environments, and the chance to work alongside some of the industry's top investors, these roles are among the most competitive in finance.

Internships can pay over $5,000 a week. Salaries for entry-level analysts and software engineers are often in the six-figure range. Portfolio managers with winning strategies can take home tens of millions.

Business Insider spoke with top hedge fund managers like Citadel, Millennium, and Point72 about how they attract and evaluate talent, and what advice they'd give to anyone hoping to break in.

Here's everything we know about getting a job at a large hedge fund.

Internships

Years ago, the opaque and secretive world of hedge funds might not have been an obvious career choice for most college graduates on their path to Wall Street. However, these investing behemoths are now investing in getting young, diverse wunderkinder, especially mathletes, familiar with their brands as early as high school.

Internships are another talent pipeline for some of the biggest multi-strategy hedge funds, which employ armies of traders and engineers. Programs can be uber-competitive and harder to get into than many top Ivy League schools.

Citadel's summer internship program, for example, has become increasingly competitive. This year, the hedge fund accepted around 300 interns to spend 11 weeks at Griffin's hedge fund or his market maker, working with stock-pickers, quants, engineers, and more. The firm told BI that there were more than 108,000 applicants for the programs, with an acceptance rate of roughly 0.4%.

• Here's how to land a spot at Citadel's summer internship
• Citadel's associate program is a separate internship that puts rising college seniors on track to land a full-time investing role at the $66 billion fund.
• Ken Griffin's advice to interns: Hustle during your 20s and be aggressive when asking for a promotion

We also spoke to Point72 and D.E. Shaw about what they looked for in interns and how to stand out for a potential job offer down the line.

• Here's what it takes to stand out as an intern at Steve Cohen's Point72 and land a job offer
• A D.E. Shaw internship could land a dream gig at the secretive hedge fund. Here's what it takes.

Analyst and investment training programs

In the past, hedge funds acquired investment talent from investment banks. Increasingly, however, the industry's top players are recruiting college students through intensive training programs that can lead to jobs straight out of college.

Creating a pipeline of portfolio managers has been an increasingly popular strategy for hedge funds locked in an increasingly expensive battle for top talent.

• How to get accepted into Point72's ultra-elite analyst training program, whose acceptance rate is less than 1%
• Inside Point72's PM incubator LaunchPoint, where Steve Cohen is known to grill up-and-comers who think they're ready for the big time
• Inside Balyasny's Anthem training program, where aspiring portfolio managers are handed hundreds of millions of dollars to prove they can cut it
• Behind the training programs at Balyasny, which is looking to get ahead in the war for investment talent

Tech jobs and training programs

Hedge funds have long been competing with the finance industry and top tech companies for top technologists. Engineers and algorithm developers are key to helping researchers, data scientists, and traders develop cutting-edge investment strategies and platforms. Quant shop D.E. Shaw also has a unique approach to finding talent.

• Inside Citadel's exclusive engineering program that's helped the hedge fund snap up talent from Google and Goldman Sachs
• Here's how to get a tech job at Millennium, from the programming language to know to the interview questions to prep for

Inside Man Group's popular training program for non-tech employees that teaches them skills to automate tasks and reduce errors in their work

A rundown of some of the gatekeepers to know

The "business development" role is one of the most important at hedge funds, as it specializes in scouting and evaluating investment hires. Knowing these in-house talent scouts and external recruiters is crucial.

• The rise of the hedge-fund talent whisperers
• The talent brokers of quant trading: The headhunters at the forefront of Wall Street's systematic-trading and data-science hiring frenzy
• Try our searchable database of more than 350 Wall Street headhunters to find your dream job in private equity, investment banking, or hedge funds

Other resources and advice

Here's a look at how some firms find and vet new employees, what skills and qualities they're looking for …

• Why quant giant D.E. Shaw seeks out academics, doctors, and veterans to work at the hedge fund
• Citadel portfolio manager explains how he rose in the ranks of the hedge fund and what he looks for in a new hire
• Inside the 5-hour psychological interview that can make or break your career at Citadel, Blackstone, and other finance titans

• Inside the spycraft hedge funds use to vet multimillion-dollar traders, which is edging into murky legal territory

• The biggest hedge funds are battling it out to attract and retain top talent and outperform peers.
• Business Insider has talked to elite hedge funds to get a peek into their recruiting processes.
• From internships to high-paying tech jobs, here's what we know about their hiring practices.

The battle for talent in the hedge fund world is fiercer than ever — and it cuts across all levels and positions.

With six-figure starting salaries, intense work environments, and the chance to work alongside some of the industry's top investors, these roles are among the most competitive in finance.

Internships can pay over $5,000 a week. Salaries for entry-level analysts and software engineers are often in the six-figure range. Portfolio managers with winning strategies can take home tens of millions.

Business Insider spoke with top hedge fund managers like Citadel, Millennium, and Point72 about how they attract and evaluate talent, and what advice they'd give to anyone hoping to break in.

Here's everything we know about getting a job at a large hedge fund.

Internships

Years ago, the opaque and secretive world of hedge funds might not have been an obvious career choice for most college graduates on their path to Wall Street. However, these investing behemoths are now investing in getting young, diverse wunderkinder, especially mathletes, familiar with their brands as early as high school.

Internships are another talent pipeline for some of the biggest multi-strategy hedge funds, which employ armies of traders and engineers. Programs can be uber-competitive and harder to get into than many top Ivy League schools.

Citadel's summer internship program, for example, has become increasingly competitive. This year, the hedge fund accepted around 300 interns to spend 11 weeks at Griffin's hedge fund or his market maker, working with stock-pickers, quants, engineers, and more. The firm told BI that there were more than 108,000 applicants for the programs, with an acceptance rate of roughly 0.4%.

• Here's how to land a spot at Citadel's summer internship
• Citadel's associate program is a separate internship that puts rising college seniors on track to land a full-time investing role at the $66 billion fund.
• Ken Griffin's advice to interns: Hustle during your 20s and be aggressive when asking for a promotion

We also spoke to Point72 and D.E. Shaw about what they looked for in interns and how to stand out for a potential job offer down the line.

• Here's what it takes to stand out as an intern at Steve Cohen's Point72 and land a job offer
• A D.E. Shaw internship could land a dream gig at the secretive hedge fund. Here's what it takes.

Analyst and investment training programs

In the past, hedge funds acquired investment talent from investment banks. Increasingly, however, the industry's top players are recruiting college students through intensive training programs that can lead to jobs straight out of college.

Creating a pipeline of portfolio managers has been an increasingly popular strategy for hedge funds locked in an increasingly expensive battle for top talent.

• How to get accepted into Point72's ultra-elite analyst training program, whose acceptance rate is less than 1%
• Inside Point72's PM incubator LaunchPoint, where Steve Cohen is known to grill up-and-comers who think they're ready for the big time
• Inside Balyasny's Anthem training program, where aspiring portfolio managers are handed hundreds of millions of dollars to prove they can cut it
• Behind the training programs at Balyasny, which is looking to get ahead in the war for investment talent

Tech jobs and training programs

Hedge funds have long been competing with the finance industry and top tech companies for top technologists. Engineers and algorithm developers are key to helping researchers, data scientists, and traders develop cutting-edge investment strategies and platforms. Quant shop D.E. Shaw also has a unique approach to finding talent.

• Inside Citadel's exclusive engineering program that's helped the hedge fund snap up talent from Google and Goldman Sachs
• Here's how to get a tech job at Millennium, from the programming language to know to the interview questions to prep for

Inside Man Group's popular training program for non-tech employees that teaches them skills to automate tasks and reduce errors in their work

A rundown of some of the gatekeepers to know

The "business development" role is one of the most important at hedge funds, as it specializes in scouting and evaluating investment hires. Knowing these in-house talent scouts and external recruiters is crucial.

• The rise of the hedge-fund talent whisperers
• The talent brokers of quant trading: The headhunters at the forefront of Wall Street's systematic-trading and data-science hiring frenzy
• Try our searchable database of more than 350 Wall Street headhunters to find your dream job in private equity, investment banking, or hedge funds

Other resources and advice

Here's a look at how some firms find and vet new employees, what skills and qualities they're looking for …

• Why quant giant D.E. Shaw seeks out academics, doctors, and veterans to work at the hedge fund
• Citadel portfolio manager explains how he rose in the ranks of the hedge fund and what he looks for in a new hire
• Inside the 5-hour psychological interview that can make or break your career at Citadel, Blackstone, and other finance titans

• Inside the spycraft hedge funds use to vet multimillion-dollar traders, which is edging into murky legal territory

• Banks are racing to deploy generative AI tools to their employees.
• Business Insider has reported on how some of finance's biggest banks are approaching the technology.
• Citi is 'accelerating' its strategy, while JPMorgan detailed AI wins at its latest investor day.

Wall Street bank leaders say generative AI is here to stay, and they're weaving the technology throughout the fabric of their banks to make sure.

From trading to payments to marketing, it's hard to find a corner of the banking industry that isn't claiming to use AI.

In fact, the technology's impact, made mainstream by OpenAI's ChatGPT in late 2022, is becoming cultural. Generative AI is changing what it takes to be a software developer and how to stand out as a junior banker, especially as banks mull over how to roll out autonomous AI agents. The technology is even changing roles in the C-suite. But it's also presented new challenges — bank leaders say they are struggling to keep up with AI-powered cyberattacks.

From supercharging productivity via AI-boosted search engines to figuring out the best way banks can realize a return on their AI investments, here's what we know about how Wall Street banks are embracing AI.

JPMorgan Chase

JPMorgan has a technology budget of $18 billion, with much of it going toward making sure it's a leader and early mover in AI.

JPMorgan CEO Jamie Dimon is a "tremendous" user of the bank's generative AI suite. While its private bankers were some of the first to be equipped with a generative AI "copilot" last May, they've rolled out its proprietary genAI platform to over 200,000 employees. And with about 100 more tools in the pipeline, JPMorgan is seeking to reengineer workflows for everyone from coders to portfolio managers.

Executives at America's largest bank gave an inside look at how it's scaling tools and delivering measurable results at its Investor Day in May.

• AI is core to JPMorgan's $18 billion tech investment. Here's what its execs revealed about how it's reshaping the bank.

Dimon has previously said he's out to win the AI arms race.

• Meet who he's put in charge of this critical mission.
• JPMorgan's Lori Beer just added 2 new tech leaders to her ranks. Meet the team behind the bank's AI future.

Mary Erdoes, the boss of JPM's asset and wealth-management business, used these slides to outline how she wants to prepare her people for the "AI of the future."

• Here's how JPM boss Mary Erdoes wants to use AI to eliminate "no joy" work

Citi

Citigroup is doubling down on its AI ambitions with new leadership at the helm of its tech transformation. In a memo obtained by BI, the three new strategy leaders outlined the firm's progress and ambitions as CEO Jane Fraser continues her mission to modernize the firm.

• Citi's 'accelerating' its AI strategy with new leaders. Here's how they're readying the firm for a new future.

Meet the new exec in charge of giving an AI facelift to Citi's lagging wealth business.

• Citi snags AI leader from Morgan Stanley to help turn around its wealth tech

Citi's top tech executive, Shadman Zafar, outlined the bank's four-phased AI strategy and how it will "change how we work for decades to come."

• A top Citi tech exec breaks down the 4 phases of the bank's AI strategy that will impact everyone from operations to wealth and product

Goldman Sachs

Is Goldman in its AI era? These real-world stories about employees using AI (in some cases daily) make it seem so. Take a look at how AI is being tested across the bank and seniority levels, from C-suites to analysts.

• 7 Goldman Sachs insiders explain how the bank's new AI sidekick is helping them crush it at work
• Goldman is assembling a growing arsenal of AI tools. Here's everything we know about 5.
• AI is doing 95% of the work on an IPO prospectus, Goldman Sachs CEO says

Goldman's top partners and CEO David Solomon are eager to see AI rev up their businesses. From realizing internal productivity gains to capturing more business as clients look to raise money in anticipation of AI development and acquisitions, here's what the top echelon is expecting.

• How AI will shake up Goldman Sachs, according to top partners and CEO David Solomon
• Inside Goldman Sachs' plans for AI, from helping non-tech workers do more with software to streamlining how code is documented

There is no AI without data, and there is no data strategy at Goldman without its chief data officer, Neema Raphael. Raphael gave BI an inside look at how his roughly 500-person team melds with the rest of the bank to get the most out of its data.

• Meet Neema Raphael, the data whiz key to Goldman's AI ambitions who's overseeing the bank's army of engineers and scientists

AI's impact has ripple effects that go far beyond technology. Goldman's chief information officer, Marco Argenti, predicts that cultural change will be critical to getting the bank to 100% adoption.

• Goldman Sachs CIO Marco Argenti says Wall Street's 'next big wave' in AI will come down to culture, not just technology

Morgan Stanley

Morgan Stanley wants to turn employees' AI ideas into a reality. Here's an exclusive look at that process.

• Morgan Stanley has 30 AI projects in the pipeline. Here's how the bank sources employees' ideas for inspiration.

See how AI is transforming Morgan Stanley's wealth division and the jobs of its 16,000 financial advisors.

• Morgan Stanley is betting on AI to free up advisors' time to be 'more human.' Nearly 100% of advisor teams use it, and here's how.

Thanks to its partnership with ChatGPT-maker OpenAI, Morgan Stanley has ramped up its AI efforts. The exec in charge of tech partnerships and firmwide innovation opened up about how it all started.

• Morgan Stanley's new innovation head lays out his plan for more OpenAI-type partnerships
• A Morgan Stanley exec breaks down how the bank courts tech partners like OpenAI

Bank of America

Bank of America's chief experience officer, Rob Pascal, details how the bank's internal-facing AI assistant helps bankers collect, record, and review client data. Here are all the ways it's helping employees be more effective and efficient.

How Bank of America is using an AI-powered tool to help its bankers prep for client meetings more efficiently