Field
Trading & Capital Markets
Eight archetypes across the buy side, the sell side, exchanges, brokers and the firms that keep the market honest. Written for both the Indian and the US market, because the plumbing differs more than people expect and the interviews differ with it.
India + US · written from exchange, regulator and vendor sources
Quantitative Researcher
Finds the edge, and — far more often — proves that a promising one is not real.
TESTS
Measuring what resists measurement Design under constraint The control
OPEN — full archetype →
Quantitative Developer
Turns research into something that can run with real money on it. The largest hiring pool in the family.
TESTS
Design under constraint The control Failure and incident narrative
OPEN — full archetype →
Low-Latency / Core Engineer
Microseconds, C++, kernel bypass and hardware. Small, brutal, extremely well paid.
TESTS
Latency and cost arithmetic Design under constraint Measuring what resists measurement
OPEN — full archetype →
Market Data Engineer
Feed handlers, tick stores and the corporate-actions problem that quietly poisons every backtest.
TESTS
Measuring what resists measurement The control Failure and incident narrative
OPEN — full archetype →
Risk & Margin Analyst
SPAN, VaR, stress and the margin call. The function that exists because firms blow up.
TESTS
The control Measuring what resists measurement Failure and incident narrative
OPEN — full archetype →
Trade Surveillance & Market Compliance
Spoofing, layering, insider patterns. A detection job with a legal consequence attached.
TESTS
The control Measuring what resists measurement Discovery before solution
OPEN — full archetype →
Trade Operations & Clearing
Settlement, breaks, corporate actions. Unglamorous, indispensable, and the best entry route in the family.
TESTS
Failure and incident narrative The control Measuring what resists measurement
OPEN — full archetype →
Execution & Algo Strategist
VWAP, TWAP, implementation shortfall — measured on slippage against a benchmark, every day.
TESTS
Measuring what resists measurement Latency and cost arithmetic Discovery before solution
OPEN — full archetype →Other fields
Software EngineeringArtificial IntelligencePlatform & Developer ExperienceCyber, Risk & Internal AuditIT InfrastructureIdentity & Privileged AccessGCC, Site & Engineering LeadershipProduct, Delivery & Technology FinanceData Platform & AnalyticsTechnical Go-To-Market & Customer SuccessSalesProduct Design & UXLegal, Finance & People