Agentic AI Engineer
Core
Building the engine for QuantPilot, an AI trading copilot that generates, backtests, and iterates on trading strategies for retail traders.
Role type
Senior IC agentic AI engineer (trading systems)
Builds
AI agent platform for market research and strategy generation
Domain
Fintech / Quantitative Trading (via careerplan.io/jobs/5ad20b42-6b07-4c79-a383-d935a085b660-agentic-ai-engineer-at-3commasio)
Deliverable
production ML models
Required skills
Python, LLM-based systems engineering, agent architecture, evaluation-driven development, statistical rigor, Kubernetes, observability, TypeScript/Go
Preferred skills
Quant finance background, knowledge graphs, RAG, Go, MCP protocol, low-latency fintech systems, language model fine-tuning
Technologies
Python, Kubernetes, TypeScript, Go
Responsibilities
Own agent architecture end-to-end (orchestration, tool loops, context management, sandboxes, model routing); Build and own the evaluation layer (offline evals, backtest metrics, regression detection); Apply statistical principles to strategy evaluation (overfitting detection, robustness checks, walk-forward validation); Build data foundations with provenance and validation; Shape technical direction via RFCs/ADRs and mentor engineers; Participate in on-call rotation for owned services.
