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KnowQuant research deskUpdated 1 September 2026Method 2026.1
Quant Developer or Quant Analyst?
Quant Developer: the engineering layer beneath the strategy. Quant Analyst: pricing, risk and model validation. On New York modelled reference estimates Quant Developer is ahead by about 48%, $340k against $230k. The bigger difference is the shape of the work and the risk attached to the bonus, not the headline number.
| Measure | Quant Developer | Quant Analyst |
|---|---|---|
| What the job is | The engineering layer beneath the strategy | Pricing, risk and model validation |
| New York median total comp | $340k | $230k |
| Full band | $180k – $1.2m | $125k – $700k |
| Entry level total | $180k – $300k | $125k – $200k |
| Senior ceiling | $1.2m | $700k |
| Core skills | C++, Python, Distributed systems, kdb+/q, Linux performance, Data engineering | Stochastic calculus, Derivatives pricing, Python, Risk modelling, Model validation, C++ |
| Typical backgrounds | Computer science graduates, Software engineers moving from big technology, Systems and infrastructure specialists, Physics or engineering with strong programming | Financial mathematics masters, Master El Karoui and equivalent programmes, Mathematics or physics PhD, Actuarial and risk backgrounds |
| Strongest markets | New York, Chicago, London, Amsterdam, Singapore, San Francisco | New York, London, Paris, Hong Kong, Singapore, Zurich / Geneva |
Median annual total compensation by market, in local currency. Positive gap means Quant Developer pays more in that market.
| Market | Quant Developer | Quant Analyst | Gap |
|---|---|---|---|
| New York | $340k | $230k | +48% |
| London | £228k | £161k | +41% |
| Chicago | $330k | $223k | +48% |
| Singapore | S$374k | S$253k | +48% |
| Hong Kong | HK$2.3m | HK$1.5m | +48% |
| Amsterdam | €231k | €157k | +48% |
| San Francisco | $323k | $219k | +48% |
| Paris | €213k | €165k | +29% |
| Zurich / Geneva | CHF 269k | CHF 182k | +48% |
| Dubai / Abu Dhabi | AED 1.1m | AED 743k | +48% |
| Boston | $292k | $198k | +48% |
| Austin | $299k | $202k | +48% |
| Greenwich / Stamford | $330k | $223k | +48% |
| Sydney | A$372k | A$252k | +48% |
| Toronto | C$326k | C$221k | +48% |
| Mumbai | ₹6.2m | ₹4.2m | +48% |
| Shanghai | ¥1.3m | ¥898k | +48% |
Direct answers with the figure, the date and the caveat, generated from the same tables above.
A quant developer, by around 48% at the median. In New York the quant developer median is $340k against $230k for a quant analyst, on annual base plus expected bonus. The senior ceiling is $1.2m and $700k respectively.
A quant developer builds the systems that research and trading depend on: backtesting infrastructure, data pipelines, execution platforms and production strategy code. New York total compensation typically runs from about $180,000 at entry level to $600,000 or more for senior developers at leading firms. By contrast, a quant analyst prices instruments, builds risk models and validates the models a firm trades on - most often on the sell side or in a risk function. New York total compensation typically runs from about $130,000 at entry level to $450,000 or more at senior level, with a lower bonus share than buy-side quant roles.
Quant Developer hires from computer science graduates, software engineers moving from big technology, systems and infrastructure specialists; Quant Analyst from financial mathematics masters, master el karoui and equivalent programmes, mathematics or physics phd. The overlap is C++, Python, which is what makes a sideways move credible.
Quant Developer leans on Distributed systems, kdb+/q, Linux performance, Data engineering. Quant Analyst leans on Stochastic calculus, Derivatives pricing, Risk modelling, Model validation. Interview loops test those differences directly, so prepare for the discipline rather than for quant finance in general.
Quant Developer concentrates in New York, Chicago, London, Amsterdam, Singapore, San Francisco. Quant Analyst concentrates in New York, London, Paris, Hong Kong, Singapore, Zurich / Geneva. Local currency bands for every hub market sit on each role page.
Yes, with attribution and a link. Method 2026.1, last reviewed September 2026. KnowQuant Quant Compensation Benchmark, Q3 2026 edition, method 2026.1. https://www.know-quant.com/salary/compare/quant-developer-vs-quant-analyst
KnowQuant Quant Compensation Benchmark, Q3 2026 edition, method 2026.1. https://www.know-quant.com/salary/compare/quant-developer-vs-quant-analyst
Free to quote and republish with attribution and a link to the source page, under our terms. Method 2026.1, last reviewed 1 September 2026. The methodology sets out how each band is built and what it excludes.
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.
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