Table of Contents
Days 1-30: Onboarding & Understanding
What should happen:
- ✦ Set up development environment (C++/Rust toolchain, exchange APIs, market data feeds)
- ✦ Understand trading system architecture and risk controls
- ✦ Review existing codebase and identify technical debt
- ✦ Shadow on-call rotations and incident response
- ✦ First minor bug fix or documentation improvement
What Defines A Senior Quant Engineer
- ✦ Production trading system ownership
- ✦ Architecture and design leadership
- ✦ Performance optimization experience
- ✦ Incident response and operational maturity
- ✦ Mentorship and technical leadership
- ✦ Ability to balance risk, reliability, and speed
Days 31-60: Contributing & Optimizing
What should happen:
- ✦ Implement non-critical feature or exchange connectivity
- ✦ Profile and optimize a latency-critical path (10-30% improvement)
- ✦ Participate in design reviews
- ✦ Begin mentoring junior engineers
- ✦ Deliver: measurable latency improvement or new feature
Days 61-90: Leading & Designing
What should happen:
- ✦ Lead design of new system component
- ✦ Handle production incidents independently
- ✦ Propose architectural improvements
- ✦ Onboard new quant engineers
- ✦ Deliver: design document approved and ready for implementation
Warning Signs
Red flags:
- ✦ Day 30: Not comfortable with codebase or domain
- ✦ Day 60: No measurable contributions
- ✦ Day 90: Not leading any initiatives
- ✦ Avoids on-call or incident response
- ✦ Can't explain system architecture
Positive Success Indicators
- ✦ Builds trust with traders and stakeholders
- ✦ Improves system reliability
- ✦ Documents architectural decisions
- ✦ Reduces operational risk
- ✦ Mentors less experienced engineers
- ✦ Identifies optimization opportunities proactively
Set Clear Expectations
Senior quant engineers ship improvements to production trading systems. Offline Pixel pre-vets senior quant engineers who meet these expectations. Raise a request, talk to candidates, fund the project, and approve payment when the work is done.
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