80+ vetted firms
Quant Firm Guide
In this guide we provide a vetted list of 80+ quant firms for recruiting and break them into categories. The goal is to make sure you understand the quant landscape and know all the relevant names so you can maximize your chances of breaking into the industry.Â
The main categories of firms are:
- High Frequency Trading Firms (HFTs)
- Proprietary Trading Firms
- Hedge Funds
- Centralized
- Multi-Manager
- Fundamental
- Other
- Asset Managers
- Alternative
- Passive
- Banks
At a high level, the HFTs, Proprietary Trading Firms and Hedge Funds are the “Active” managers. These firms are trying to generate outsized returns (“alpha”). The Asset Managers - Passive are “Passive” managers who want to simply track the market or indices. And the Asset Managers - Alternative are somewhere in between.
These differences are reflected in culture, work-life balance and compensation.
HFTs, Proprietary Trading Firms, and Hedge Funds are all fairly cutthroat with longer hours. You’ll have a fixed base salary but your bonus is directly linked to fund performance and/or your contribution to that performance. For example, if the fund makes $X, you take home $X*(Some Percent). Because of this, your contribution will be carefully tracked and poor performers are fired regularly. It’s a very meritocratic, “eat what you kill” environment and they care less about fancy titles / hierarchy.
At the other extreme, Asset Managers - Passive are more relaxed, with better work-life balance. Your compensation is mostly a fixed salary with little to no link to firm performance. The game is more about gaining promotions, managing bigger teams, and politics.
Asset Managers - Alternatives are again somewhere in between on all dimensions. More intense than Asset Manager - Passive, but not as intense as the HFTs, Prop Firms, and Hedge Funds. Compensation is somewhat tied to firm performance.
Finally, the banks do a bit of everything.
In general, the most desired quant roles are in the active space (HFTs, Prop, or Hedge Funds). Asset Managers - Alternative can also be a good option if you value work life balance or want to “build a career” as you network within a firm and earn a reputation.
The firms are further split into two categories: (1) “Big Names” which people typically know (2) And “Other Players” who are less known but still potentially interesting for recruiting. Firms in (2) are not “worse” than firms in (1). That depends on the specific role/team/group and what you want. The exception is if this is your first job and you want a brand name on your resume. Within each category, firms are not ranked based on “prestige”.
Now before diving in, it’s important to note that these are all “rough” categories based on firm reputation. Many firms will do a mix of things but are put in their primary category for simplicity. For instance, BlackRock does everything from ETFs to hedge fund style investing but we will consider it an Alternative Asset Manager.
High Frequency Trading Firms (HFTs)
These firms trade the fastest amongst the active managers, with holding periods measured in minutes, seconds or less. To trade at these speeds, they’re heavily reliant on advanced code and infrastructure. So they value coding skills more and in many cases you’ll need to know C++ (while most other quant firms typically just require Python). Their speed allows them to have the highest Sharpe ratios (risk adjusted returns) in the space, but also limits their overall dollar capacity. So firmwide PnL is not necessarily the highest despite giant Sharpes.Â
The last thing to note here is that in recent years, some big HFT firms (notably Jump & Hudson River Trading) have built out considerable efforts in slower (“medium frequency”) trading strategies traditionally deployed by hedge funds.Â
Big Names
- Hudson River Trading
- Jump
- Virtu
- Tower Research
Other Players
- HAP
- QuantLab
- Headlands
Proprietary Trading Firms
‍These firms are the second fastest in terms of trade speed, with typical holding periods anywhere between intraday and daily. Much of what they do can be considered “market making.” Often, there’s overlap between these firms and the HFTs. For instance, Jump and Citadel Securities do both.
Big Names
- Jane Street
- Citadel Securities
- IMC
- Optiver
- Akuna
- DRW
- SIG
- Five Rings
Other Players
- Old Mission Capital
- TransMarket Group
- GTS
- Volant
- Flow
Hedge Funds - Multi Manager ("Pod" or "Platform" Funds)
Hedge funds are an active vehicle that trades on average slower than HFTs and prop firms. In general, they also deploy “liquidity taking” strategies relative to the HFTs and prop firms (which are considered liquidity providers). With slower strategies, their Sharpe ratios are on average lower than HFTs and prop firms but their overall capacity will be higher. So total $ revenue may be higher depending on the firm.Â
The multi managers are a subcategory of hedge funds that are structured as several independent teams or “pods” (typically 3-10 people). The pods are each given some allocation (capital) to invest and are compensated directly based on their dollar profits (usually 5-20% of dollar profits). As a pod does better, it’s given a larger allocation. Poorly performing pods have their allocation reduced (or are fired altogether) based on predefined metrics (i.e. x% drawdown, cut capital by 50%). Because of this incentive structure, pods are typically very secretive and will not collaborate with each other.Â
Big Names
- Millennium
- Point72/Cubist
- Citadel
- Balyasny
- Exodus Point
- World Quant
Other Players
- GSA
- Tudor
- Engineers Gate
- Schonfeld
- Verition
- Centiva
- Walley
Hedge Funds - Centralized ("Collaborative")
‍At centralized hedge funds, there are no pods and everyone contributes to the same fund. Your compensation is typically linked (with a formula) to both your individual contribution to the fund and the fund’s overall performance. So you’re incentivized to collaborate and help one another. The philosophy here is that, just as in scientific research, progress is best made by working together to build a common body of knowledge. The counter to this is that it leads to less originality in ideas as people start to think the same way (hence the multi managers)
Big Names
- DE Shaw
- Two Sigma
- PDT
- RenTec
- Bridgewater
- AQR
Other Players
- Squarepoint
- Aquatic
- Voleon
- TGS
- G-Research
Hedge Funds - Fundamental
‍These are traditionally “fundamental” hedge funds that now also employ quants. “Fundamental” just means “non-quant”, “manual” or “discretionary” investing.Â
The work you do at these places varies: (1) It could be that you run pure quant strategies (2) Or you may run “quantamental” strategies that trade information or research from the fundamental side of the firm using quantitative methods (3) Finally, you may be in more of a “support” role where you run risk, execution and/or data analysis for fundamental portfolio managers.Â
The last thing to note is that at many of the big shops (Citadel, DE Shaw, Point72, etc.) which have large quant and fundamental divisions, you will have quants on the fundamental side doing (2) and (3).
Big Names
- Coatue
- Maverick
- Third Point
- Marshall Wace
Hedge Funds - Other
‍Here are some unclassified hedge funds. Either because their business is undergoing change (i.e. Teza moving from away HFT to medium frequency) or because it’s simply unclear what their quant arm looks like.Â
Big Names
- Brevan Howard
- Guggenheim
- Highbridge
- Laurion
- Teza
- Quadrature
- Qube
Asset Managers - Alternative
‍The alternative asset managers have a mix of offerings that may include ETFs, long-only mutual funds, 130-30 funds, and long-short hedge funds. They’re still trying to innovate with new investment ideas, but the focus is somewhat less on generating outsized returns, and more on creating a “product” that sells. As a result, there’s usually an emphasis on marketing and client relations as well. Often, these funds are quite academic, employing famous professors and publishing papers in top journals - that stuff sells!Â
Your compensation at these companies is composed of a base salary and a discretionary bonus that is loosely tied to firm performance (typically no formulas like with HFTs, prop firms and hedge funds). The game is to climb the ladder (Analyst to Associate to VP to MD to Partner) until you make it to partner when you make the big bucks.Â
Asset managers are a solid option if you want a good work-life balance role in quant that still pays well. Or if you’re more interested in building a “career” and managing teams.
Big Names
- MAN Numeric
- AQR
- BlackRock
- PanAgora
- AllianceBernstein
- Winton
- Bridgewater
Asset Managers - Passive
‍These firms primarily provide long-only ETFs or mutual funds that track indices. They may also have smaller divisions involved with “Alternatives” type products. In general, they’re not as sought-after as the active managers.Â
Big Names
- PIMCO
- Fidelity
Other Players
- State Street
- Invesco
Banks
The banks have investment groups that do a bit of everything, ranging from more active to passive management. In general though, the bigger investing groups at banks probably lean towards the alternative/passive side. Outside of their investment divisions, banks also employ “sell side quants” who support the internal sales & trading group. These quants help develop new custom products for the buy-side or help with risk management.Â
Big Names
- Morgan Stanley
- Goldman Sachs
- Bank of AMerica
- JP Morgan
- Citi
- Deutsche Bank
- Barclays
- UBS
- Credit Suisse
Other Players
- Societe Generale
- Wells Fargo
- HSBC
- Nomura
- BnP Parbias