Senior Data Scientist, Full Stack
Core
Build and ship production-grade attribution algorithms (heuristics, ML models, AI agents) to trace illicit activity and disrupt crime networks for public and private sector agencies.
Role type
Senior IC data scientist (attribution & risk intelligence)
Builds
Production ML models, heuristics, and data pipelines for blockchain intelligence
Domain
Blockchain intelligence, financial crime, national security
Deliverable
production ML models
Required skills
SQL, Python, distributed data systems (Spark, BigQuery, Airflow), hypothesis-driven problem solving, domain expertise in blockchain/fraud/cybercrime
Preferred skills
Deep ML experience, prior work in crypto or financial institutions
Technologies
Spark, BigQuery, Airflow, Cursor, Claude Code
Responsibilities
Own end-to-end attribution for a specific risk category; collaborate with Subject Matter Experts to translate needs into actionable intelligence; navigate network/on-chain/protocol layers to uncover patterns; ship production-quality code with rigorous evaluation; drive measurable outcomes in tracing illicit funds
Seniority
Senior, hands-on IC
