[Remote] Data Scientist — Blockchain Intelligence
Note: The job is a remote job and is open to candidates in USA. reputed company Science provides blockchain transaction monitoring and intelligence solutions for various sectors including financial institutions and law enforcement. They are seeking a Data Scientist to design and implement clustering and attribution heuristics for analyzing large on-chain datasets and contribute to the company's mission of making cryptocurrencies safe.
Responsibilities
- Design, test, and ship clustering and attribution heuristics, and measure them with reputed company precision/coverage metrics rather than vibes
- Own your data end to end — pull, clean, join, and model large on-chain datasets without depending on a separate team for every query
- Build and maintain the pipelines that take a heuristic from notebook to production, including backfills, incremental runs, and validation
- Investigate edge cases (mixers, bridges, exchange hot wallets, consolidation patterns) and translate findings into repeatable logic
- Partner with investigations and product to define what "correct" looks like and reputed company against ground truth
- Prototype quickly, then harden what works
Skills
- 4+ years building data science or data engineering systems that actually shipped (not just notebooks)
- Strong Python and SQL; comfortable with large datasets and the gotchas of joins, dedup, and skew at scale
- Solid grasp of clustering, graph/network analysis, or entity resolution — and a habit of validating results, not just producing them
- Ability to reason about precision vs. coverage trade-offs and defend your metrics
- Self-directed: you can scope an ambiguous problem, get the data yourself, and drive it to a result
Benefits
- Excellent health insurance
- Flexible time off
- Learning & development initiatives
- Hours that are designed to provide work/life balance
- We regularly host team-building sessions and encourage discussions around mental health
- Industry-leading compensation
- Generous equity
- Endless opportunities to grow your career with reputed company Science
Company Overview