Systems · Rising
Distributed systems
Why does Distributed systems matter in quant?
Distributed systems skills carry the research platform: large-scale simulation, data pipelines, scheduling and the storage layer that every researcher depends on. It is the most transferable technology background into quant development.
This is the clearest bridge from large technology companies into trading. The interview difference is the emphasis on correctness under real-time constraints rather than on scale alone.
Demand right now, measured
High confidencen=174Live vacancies asking for it
174
Share of quant roles
5.3%
Core quant vacancies mentioning it
Quant signal
0.37×
Versus other roles at the same firms
Firms asking
13
Across 14 cities
This skill: 174 vacancy mentions across 13 employers. Each vacancy is verified first-party and classified by a published rule set you can inspect.
Which roles ask for it
Percentage of that role's live vacancies mentioning Distributed systems.
- Software Engineer29% (94)
- Data Engineer21% (7)
- Machine Learning Engineer15% (7)
- Quant Developer21% (6)
- Quant Researcher3% (5)
- HFT / Low-Latency Engineer13% (3)
Roles requiring it
Where demand concentrates
Strategies it serves
- Statistical arbitrage · Intraday to weeks
- Systematic macro · Weeks to months
- Machine-learning alpha · Intraday to weeks
Backgrounds this comes from
- Large-scale technology platforms
- Data engineering
- Cloud infrastructure
Other skills
Live opportunities
Roles that use Distributed systems
Open vacancies we track at quant firms, grouped by role and city. Adverts are anonymised.
Hiring for these roles? Brief the desk on a hire or check your fit for a role.
Research desk
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Last updated September 2026 · KnowQuant 2026.1
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.