Salary index
Job families at quant firms
Quant firms are the niche, not quant job titles. These five families cover every function those firms genuinely hire, each priced on the same modelled basis.
- Job families
- 5
- Roles benchmarked
- 18
- Market guides
- 17
- Last updated
- September 2026
What kinds of roles do quant firms hire?
Quant firms hire across five broad families: quantitative research and trading, technology, data and AI, infrastructure, and business and operations. Core-quant desk seats are a specialism rather than the boundary of who these firms employ; engineering, data, platform and control functions make up the larger share of headcount at most firms.
Browse by function
Quantitative
The research, trading and pricing seats that own signal, risk and profit attribution. Pay is the most performance-linked on the index, so the bands are deliberately wide at the top.
6 roles priced · top band $500k – $15m (New York)
Technology
Software, security and systems roles building the platforms the desks trade on. The same job title pays materially more inside a trading firm than in general technology, because the work is on the revenue path rather than beside it.
2 roles priced · top band $175k – $950k (New York)
Data and AI
Data acquisition, pipelines, feature stores and applied machine learning. These teams sit closest to research, and the pay structure follows research more than it follows engineering.
3 roles priced · top band $200k – $1.5m (New York)
Infrastructure
Networks, hardware, colocation and reliability. Small teams, high consequence, and compensation that rewards production ownership rather than headcount.
2 roles priced · top band $165k – $800k (New York)
Business and operations
Trade support, risk control, compliance, finance and talent. Bonus is a smaller share of the package than on the desks, but firm-wide profitability still lifts these seats well above the equivalent job elsewhere in finance.
5 roles priced · top band $130k – $750k (New York)
Methodology
Figures are expressed as annual total compensation (base salary plus expected performance bonus) in the reference market's local currency, converted from a US dollar base. They describe typical market ranges rather than any individual offer, and exclude sign-on payments, deferred equity and carried interest. Portfolio-manager figures reflect formulaic profit-share arrangements and are therefore far more dispersed than any other role.
KnowQuantIndex 2026.1 · Updated September 2026
Modelled bands describe the market, not an individual offer. Where an employer states pay, the stated figure is used and labelled as such.