Quantitative Analyst Salary: Compensation Across Firm Types
A quantitative analyst (quant) uses mathematics, statistics, and programming to develop trading strategies, risk models, or pricing algorithms. Quants are among the highest-paid professionals in finance — entry-level comp at top firms ranges from $150K–$350K, and senior quants at hedge funds can earn $500K–$2M+ based on strategy performance.
Quant Salary by Level and Firm Type
| Level | Hedge Fund / Prop Trading | Investment Bank | Asset Manager / Insurance |
|---|---|---|---|
| Junior Quant (0–3 yrs) | $200K–$400K | $150K–$250K | $100K–$175K |
| Mid-Level Quant (3–7 yrs) | $350K–$800K | $250K–$450K | $175K–$300K |
| Senior Quant (7–12 yrs) | $500K–$1.5M | $400K–$700K | $275K–$500K |
| Quant PM / Head of Research | $1M–$5M+ | $700K–$1.5M | $400K–$750K |
Compensation by Quant Role Type
| Role | Comp Range | Key Skills | Top Employers |
|---|---|---|---|
| Quant Researcher / Alpha Researcher | $200K–$2M+ | Statistics, ML, signal generation | Citadel, Two Sigma, DE Shaw |
| Quant Developer / Engineer | $175K–$800K | C++, Python, systems design | Jane Street, HRT, Virtu |
| Quant Trader | $200K–$2M+ | Market microstructure, execution, risk | Jump Trading, Tower Research, IMC |
| Risk Quant | $125K–$400K | VaR, stress testing, regulatory models | Goldman, JPMorgan, Citi |
| Pricing / Derivatives Quant | $150K–$500K | Stochastic calculus, Black-Scholes, exotic products | Banks, insurance companies |
What Drives Quant Compensation
Direct revenue attribution. At hedge funds and prop trading firms, quant comp is tied to the P&L generated by your strategies or models. A researcher whose signal generates $50M in profit can expect to take home $2M–$10M — the pay-for-performance is direct and extreme.
Scarcity of talent. Quant roles require rare combinations of PhDs in math/physics/CS/statistics plus programming proficiency plus financial intuition. The talent pool is small, and firms compete aggressively — sign-on bonuses of $100K–$500K are common for top candidates.
Firm type matters enormously. A risk quant at a bank earns $150K–$300K. An alpha researcher at a top multi-manager platform earns $300K–$2M+. Same quantitative skills, vastly different comp — because the revenue model is different.
Education Requirements
| Degree | Prevalence | Typical Starting Comp |
|---|---|---|
| PhD (Math, Physics, CS, Statistics) | Very common at top firms | $200K–$400K |
| Master’s (Financial Engineering, Data Science, CS) | Common, especially at banks | $150K–$250K |
| Bachelor’s (Math, CS, Engineering) | Less common; mostly at prop firms | $125K–$200K |
Top Quant Employers by Compensation
| Category | Hedge Funds / Prop | Banks |
|---|---|---|
| Top Tier | Citadel, Two Sigma, DE Shaw, Renaissance, Jane Street | Goldman Sachs, JPMorgan, Morgan Stanley |
| Junior Comp | $250K–$400K | $150K–$250K |
| Senior Comp | $500K–$5M+ | $400K–$1M |
| Bonus Structure | Performance-based (% of P&L) | Formula-based (desk revenue allocation) |
The quant landscape is bifurcating. At the top — Citadel, Two Sigma, Jane Street, Renaissance — comp is extraordinary but competition is brutal. These firms recruit from the top 0.1% of technical talent globally. If you’re outside that tier, bank quant roles and insurance company quant roles still pay well ($150K–$400K) with better job security and work-life balance.
Key Takeaways
- Entry-level quant comp ranges from $150K at banks to $400K at top hedge funds and prop shops.
- Senior quants and quant PMs at top firms earn $500K–$5M+ based on strategy P&L.
- PhDs in math, physics, CS, or statistics are the standard credential for top-tier firms.
- Alpha researchers and quant traders earn the most; risk quants and pricing quants earn less but have more stability.
- Sign-on bonuses of $100K–$500K are common for top candidates due to extreme talent competition.
Frequently Asked Questions
How much do quant analysts make?
It varies dramatically by firm type. Junior quants at banks earn $150K–$250K. Junior quants at top hedge funds earn $250K–$400K. Senior quants at firms like Citadel or Two Sigma can earn $500K–$5M+ depending on strategy performance.
Do you need a PhD to be a quant?
Not always, but it’s strongly preferred at top hedge funds and research-focused roles. Master’s degrees in financial engineering, CS, or data science are common at banks. Some prop trading firms hire exceptional bachelor’s graduates, especially for quant developer and trading roles.
Is quant finance the highest-paying career in finance?
At the top, yes. A quant PM running a successful systematic strategy at Citadel or Two Sigma can earn more than almost any other finance professional. But the median quant earns less than the median PE partner or IB MD. The distribution is extremely skewed.
What programming languages do quants need?
Python is the most versatile and widely used. C++ is essential for low-latency trading systems and pricing libraries. R and MATLAB are used in research and statistics. SQL is needed for data management. Increasingly, knowledge of cloud computing and distributed systems is valued.
How do you break into quant finance?
The most common path: complete a PhD or top master’s program in a quantitative field, build a strong portfolio of research or projects, and target internships at quant firms. Competitions (Kaggle, IMC Trading Challenge, Jane Street puzzles) can help you stand out. Networking matters less than raw technical ability — interviews are heavily focused on math, coding, and probability problems.