Quant career progression: titles and timelines at banks, prop firms and hedge funds

Ask a banker where they will be in six years and you will get a title: VP, maybe director. Ask a trader at a prop firm and you may get a shrug, because the title on their email signature has not changed since they joined. Quant careers run on three very different ladders, and the one you join as a graduate shapes how you get paid, how fast you can move, and what "senior" even means. This guide maps all three, using public sources and labeling each claim as official (firm materials), reported (press), self-reported (Levels.fyi, Blind) or third-party (career guides).

Last reviewed 2026-10-04. Firms rarely publish promotion timelines, so "typical" paths are labeled as such and flag sources that only cover one segment of the industry.

The short version

Banks: the most legible ladder

Banks are the one place where the title ladder is public and broadly shared across divisions. A third-party career guide from Mergers & Inquisitions lists the hierarchy as analyst, associate, vice president (VP), director or senior vice president (SVP), and managing director (MD). The exact names vary by bank: JPMorgan, for example, uses executive director (ED), and eFinancialCareers reported that quant developer EDs at JPMorgan in New York earn salaries of up to $350k (reported, September 2025). The same article cites a 2025 Danos Group salary survey of the UK buy side that also uses assistant vice-president (AVP) and ED levels, a sign that bank-style titles carry over to some funds.

How long each rung takes is less certain, and the most detailed public estimates come from investment banking rather than markets quant teams, so treat them as a rough analogue. Mergers & Inquisitions (third-party, undated) gives:

• Analyst: 2 to 3 years. It says promotion "traditionally" took 3 years, but "many banks have cut this time" to around 2.0 or 2.5 years.
• Associate: 3 to 4 years.
• VP: 3 to 4 years, with a warning that it is "very easy to get 'stuck' at the VP level".
• Director or SVP: 2 to 3 years.
• MD: no set timeline; the guide says MDs stay as long as they keep producing.

For the markets side specifically, eFinancialCareers' explainer on sales and trading says "it takes around eight or so years to reach director level", and cites its 2026 Compensation & Lifestyle Report for average pay of around $100k for analysts, $200k for associates, $460k for VPs and $840k for MDs (reported, July 2026; geography and survey method not stated in the article).

Two caveats matter for quants. First, the bank ladder is partly about headcount: the M&I guide notes a promotion can stall simply because the bank "might not need another VP right away". Second, titles can carry formal weight: a 2023 Blind reply argued that "Certain decisions can only be made by someone with a VP title in some finance regulations" (self-reported, 2023).

Prop trading firms: flat titles, fast feedback

At proprietary trading firms the public picture is very different. Firms publish internship and graduate roles in detail, but almost nothing about a title ladder after that. A Citadel Securities-tagged reply on Blind in 2023 was blunt: "At a hedge fund or prop shop, the title doesn't mean anything. Your pay is determined by your contribution" (self-reported, 2023).

What firms do publish is how quickly responsibility arrives. An Optiver career story (official, August 2025) describes a graduate on the Treasuries desk being encouraged to explore trading new products while "still new (less than a year in)", and quotes the advice to "spend the early years learning as much as possible, and then figure out your specialty." IMC advertises a "Senior Equity Options Volatility Trader" role in Chicago asking for "at least 2 years' experience" (official, job posting, accessed 2026-10-04). That is a useful calibration: in prop trading, "senior" can arrive after a couple of years.

A typical path, pieced together from these sources and clearly a generalization:

1. Internship. SIG's campus page describes 10-week internships, and its trading page says internships "combine classroom education with an immersive experience on the trading desk" (official).
2. Graduate trader, researcher or engineer, with structured training early on. SIG says its traders and research analysts "participate in extensive training" in its Quantitative Trading Program (official).
3. Owning a strategy, product or system. Read together, the sources above suggest this tends to come within the first few years, but no firm publishes a timeline.
4. Leading a desk, strategy area or team, where pay depends heavily on that area's results.

Progression shows up in pay more than in title. A 2022 Blind thread on Citadel quant pay progression said "There is no guaranteed bump for seniority", with one commenter describing researchers whose strategies work earning ">2M" while others plateau around "$800k" (self-reported, 2022; treat individual figures as anecdotes).

What about partner? At privately held trading firms, ownership is opaque. eFinancialCareers reported in September 2026 that some early non-founder employees at Hudson River Trading got "percentage deals that could be as high as 15% of profits", that these were thought to have been "reined-in and reduced", and that HRT "will still cut lower percentage deals" for key hires (reported, sources unnamed). UK filings do not resolve it either: Jane Street's UK LLP had six "members" sharing $1.2bn of 2024 London profits, but $1.1bn of that went to "a single unnamed corporate entity" (reported, May 2026). In short, an equity-like stake at a prop firm exists in some cases, but there is no public, schedulable partner track.

If you are aiming at this route, the Optiver and Jane Street guides cover how the entry stage actually works.

Systematic and centralized hedge funds: levels that look like tech

Large systematic funds often sit between the two models, with self-reported internal levels that resemble a tech company's. On Levels.fyi, Two Sigma software engineers in the US are shown from L1 ("Entry Level", median total comp $247K) to L6 ($730K), with L1 typically 0 to 1 years of experience and L2 typically 3 to 4 years (self-reported, US, 296 submissions, as displayed 2026-10-04). For Citadel quantitative researchers the site shows L1 at $386K and L3 at $650K, from only 29 submissions (self-reported, as displayed 2026-10-04). Small samples like that show a direction at most.

Bank-style titles can appear here too, with different meaning. A 2023 Blind thread asked whether VPs at D. E. Shaw typically have only 3 to 4 years of experience, and the replies argued that at funds pay tracks contribution and title matters little (self-reported, 2023; the firm does not publish title timelines).

Research roles also tend to be front-loaded with junior hiring. eFinancialCareers reported that firms "tend to hire the majority of their QR pool at a more junior level", and that "Researchers who have tangible impact on PnL will earn higher in total comp" (reported, March 2023). (Analysis.) After the first few years, the step up in a research career comes from owning signals or strategies that make money, and that is visible in the bonus line before it is visible in a title.

Multi-manager funds: analyst, senior analyst, PM

Multi-manager platforms are the clearest example of a ladder defined by track record. Millennium describes itself as having "360+" investment teams (official, accessed 2026-10-04). Mergers & Inquisitions' PM guide describes multi-manager funds as having "potentially dozens of PMs who are each assigned a certain amount of assets under management", and suggests internal promotion there typically takes performing well "over 5-10+ years" (third-party, undated). Its multi-manager guide describes the progression as moving "up to Senior Analyst, then Junior PM or Sector Head, and then a full Portfolio Manager", adding that "If your ideas make money, you'll move up, and if they don't, you'll get fired" (third-party, undated).

Official program pages give harder anchors, mostly from the fundamental equities side:

• Balyasny's Anthem program is aimed at "high-performing senior analysts" with 8+ years of buy-side experience and is described as "Building the next generation of portfolio managers" (official, accessed 2026-10-04).
• Balyasny's Bridger program takes professionals with 1 to 4 years of research experience into a six-month mentored program aimed at joining a fundamental equities team (official).
• Point72 Academy runs "ten months of paid training" for recent graduates, says "250+" graduates have earned analyst roles, and has run since 2015 (official, accessed 2026-10-04).

Balyasny's 8+ year bar for its PM-development program sits inside the 5 to 10+ year range the third-party guide gives. Public material on a quant-specific PM track inside pods is thinner, so this guide puts no number on it.

The reward is P&L-linked. eFinancialCareers says a PM can be "paid as much as 25% of profits generated at a major fund" (reported, September 2026); a 2023 Blind thread put multi-manager PM payouts anywhere "from 5% of PNL to 50%" depending on strategy (self-reported, 2023). PM seats are also fought over laterally: Hedgeweek, citing Bloomberg, described "interception trades", where funds target candidates who have already accepted roles elsewhere and time offers to the end of restrictive leave periods, with star packages "in the tens of millions of dollars" (reported, April 2026). Our Millennium guide covers how its team-specific hiring works at the entry stage.

What actually drives the next promotion

Across the three ladders, the promotion engine differs:

• Banks: tenure, reviews, sponsorship and an open seat at the next level. Predictable, but slower at the top.
• Prop firms: the trust to take more risk and the P&L you produce with it. Fast early responsibility, flat titles, and pay that can rise or plateau sharply.
• Funds: research impact early, then a personal track record. The PM seat is earned with numbers, and kept only while those numbers hold.

Questions worth asking before you accept an offer

The interview is the best place to get the specifics firms do not publish:

1. What does the role look like in year two and year three, and who decides when scope expands?
2. Is pay after year one tied to my own P&L, my team's, or the firm's?
3. Are there internal levels, and is a level change tied to a pay change?
4. How have people who joined in my cohort moved since (roles, desks, offices)?
5. For hedge funds: is there a formal path from analyst or researcher to managing capital?

Asking these well is a skill in itself; the mock interview is a low-stakes place to rehearse the conversational side of a quant interview.

Not career, legal or tax advice. Titles, programs and pay change frequently; check current details with each firm.

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