Hong Kong sub-market · Rank #6 of 10 for this discipline
Machine-learning alpha in Hong Kong
What is the machine-learning alpha market like in Hong Kong?
Hong Kong is a secondary centre for machine-learning alpha, with demand concentrated in a smaller set of desks. Machine-learning driven strategies use modern statistical learning and alternative data to find non-linear structure in markets. It is the fastest-growing research discipline and competes directly with AI labs for talent. Typical holding horizon is intraday to weeks, hiring concentrates on quant researcher, quant developer, and 13 of the firms we track run a Hong Kong desk. Pay sits at roughly 85% of the New York benchmark for the equivalent role and seniority, quoted in HKD.
Machine-learning alpha compensation in Hong Kong
Mid-level total compensation for the roles this discipline hires, in HKD.
| Role | Range | Median |
|---|---|---|
| Quant Researcher | HK$1.5m – HK$17m | HK$3.1m |
| Quant Developer | HK$1.2m – HK$8.0m | HK$2.3m |
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.
KnowQaunt 2026.1 · Updated September 2026
These are indicative ranges pending first-party verification. They will be replaced by verified submissions as the Quant Salary Index dataset builds.
Hong Kong · Machine-learning alpha · KnowQaunt 2026.1