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Overview
Join Merkle Science as a Data Scientist to transform blockchain data into actionable intelligence. Work with cutting-edge technology in a remote environment focused on compliance and investigations. โก๏ธ About Merkle Science Merkle Science provides blockchain transaction monitoring and intelligence solutions for web3 companies, digital asset service providers, financial institutions, law enforcement and government agencies to detect, investigate, and prevent illicit use of cryptocurrencies. Our vision is to make cryptocurrencies safe and provide infrastructure for the safe and compliant growth of cryptocurrencies. Merkle Science is headquartered in New York with offices in Singapore, Bangalore and London. The team has combined experience across Bank of America, Paypal, Luno, Thomson Reuters and Amazon. The company has raised over $27M from SIG, Beco, Republic, DCG, Kenetic, GGV and several others.
What you'll do
- โขDesign, test, and ship clustering and attribution heuristics, and measure them with real precision/coverage metrics rather than vibes.
- โขOwn your data end to end โ pull, clean, join, and model large on-chain datasets without depending on a separate team for every query.
- โขBuild and maintain the pipelines that take a heuristic from notebook to production, including backfills, incremental runs, and validation.
- โขInvestigate edge cases (mixers, bridges, exchange hot wallets, consolidation patterns) and translate findings into repeatable logic.
- โขPartner with investigations and product to define what "correct" looks like and benchmark against ground truth.
- โขPrototype quickly, then harden what works.
How we work
- โขSmall, high-trust team. You'll have a lot of ownership and very little bureaucracy. We prototype fast, measure honestly, and ship.
โค๏ธ Well Being, Compensation and Benefits
- โขWe care about your well-being. Along with excellent health insurance, we offer flexible time off, learning & development initiatives and hours that are designed to provide work/life balance.
- โขWe regularly host team-building sessions and encourage discussions around mental health.
- โขWe reward talent and believe in acknowledging people for their contributions.
- โขWe offer industry-leading compensation, along with generous equity. As a rapidly growing business, there are endless opportunities to grow your career with Merkle Science.
What we're looking for
- โข4+ years building data science or data engineering systems that actually shipped (not just notebooks).
- โขStrong Python and SQL; comfortable with large datasets and the gotchas of joins, dedup, and skew at scale.
- โขSolid grasp of clustering, graph/network analysis, or entity resolution โ and a habit of validating results, not just producing them.
- โขAbility to reason about precision vs. coverage trade-offs and defend your metrics.
- โขSelf-directed: you can scope an ambiguous problem, get the data yourself, and drive it to a result.