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Senior, Staff AI Model Engineer
Clear StreetSenior AI Model Engineer ensuring reliability and quality in an AI copilot for trading platform. Collaborating with engineering and product teams to maintain benchmarks and evaluation systems.
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building evaluation systems and benchmarks for AI models within trading platforms, ensuring reliability and quality through automated workflows and incident response strategies. Possesses a strong understanding of trading concepts and the ability to drive data-informed engineering and product decisions.
Highest-signal resume keywords
AI Model Evaluation FrameworksBenchmark DevelopmentData Collection/Labeling StrategiesTesting MethodologyTrading Concepts Understanding
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Programming Language ProficiencyComputer Science FundamentalsSystems DesignEvaluation FrameworksTest HarnessesModel Improvement CyclesMetrics DefinitionMeasurement PipelinesDebuggingData-Driven Decision Making
Soft Skills
Self-MotivationProblem SolvingCollaboration
Tools & Technologies
Automated Quality GatesRegression WorkflowsTelemetryAlerting SystemsIncident Response Processes
Industry Keywords
Trading PlatformMarket AnalysisPortfolio ManagementRisk ManagementOrder Placement
About the role
Key responsibilities & impact- You will own the reliability and quality bar for an AI copilot embedded in an trading platform used by sophisticated investors
- You will design and build evaluation systems that measure correctness, safety, latency, and regression risk across market analysis, portfolio/risk reasoning, and trading workflows (including order placement)
- You will develop and maintain benchmarks: curated “golden sets,” scenario suites, stress/adversarial cases, and continuously refreshed market/regime-based test corpora
- You will build automated quality gates and regression workflows that block releases when key metrics degrade
- You will partner with engineering and product to define safe tool/action contracts (deterministic previews, confirmations, auditability) and ensure predictable assistant behavior
- You will own model improvement loops tied to evals: data collection/labeling strategies, error taxonomy, prompt/tooling changes, and when appropriate, fine-tuning or preference optimization to measurably improve benchmark performance
- You will design and operate monitoring + incident response for AI: telemetry, alerting, RCA, and “fix-forward” processes
- You will develop a deep understanding of trading concepts (margin, shorting, portfolio margin, risk, execution) and how to express them accurately and understandably to users
Requirements
What you’ll need- At least Eight (8) years of experience shipping production software; strong proficiency with any programming language
- Strong knowledge of computer science fundamentals, testing methodology, and systems design
- Experience building evaluation frameworks, test harnesses, and benchmark suites for complex systems (LLMs/agents/search/retrieval/ranking/recommenders)
- Experience running model improvement cycles: dataset curation, labeling/QA, offline experimentation, and deploying changes with measurable impact on benchmarks
- Ability to define metrics, build measurement pipelines, and drive engineering/product decisions from data
- Comfort working across the stack: debugging model/tooling failures, instrumenting services, and partnering with frontend/product on UX patterns that improve safety and trust
- High degree of self-motivation and willingness to jump into unfamiliar areas to solve problems
Benefits
Comp & perks- Competitive compensation packages
- Company equity
- 401k matching
- Gender neutral parental leave
- Full medical, dental and vision insurance
- Lunch stipends
- Fully stocked kitchens
- Happy hours
- Great location
- Amazing views