Senior Data Scientist, Full Stack
Core
Own end-to-end attribution algorithms (heuristics, ML models, AI agents) for specific risk categories (e.g., Sanctions, Cybercrime) to trace illicit funds and disrupt crime networks.
Role type
Senior IC data scientist (attribution & blockchain intelligence)
Builds
Production-grade attribution algorithms, heuristics, ML models, and data pipelines for government and financial clients
Domain
Blockchain intelligence, financial crime, cybercrime, 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/money laundering
Preferred skills
Deep ML experience, prior work in crypto or financial institutions
Technologies
Spark, BigQuery, Airflow, Cursor, Claude Code
Responsibilities
Identify high-impact targets and build algorithms for a specific risk category; translate customer and GTM 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
