TWG Global AI
Senior Data Scientist - DeFi Blockchain / On-Chain Surveillance
Santa Monica, California, United States · Senior
Sponsorship not specified$190k-$290kDetected 1 day ago
Node.jsGraphQLData EngineeringData Science
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odds of building a lasting career here
37Unrated
Cap-exempt (no lottery)0
Sponsors this role0
Entry-level history0
PERM / green-card track0
Lottery odds (Level IV)94
Fits your clock70
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About the role
- This role owns the on-chain substrate the entire DeFi Integrity Engine stands on - ingestion, attribution integration, composability decoding - and co-owns the UMA oracle-surveillance R&D.
- It was one seat when DeFi was a workstream; it is two now that DeFi is a standalone SOW with its own go-live date, because a single owner across ingestion + attribution + composability + oracle R&D is a bus-factor risk on a contractual milestone.
Responsibilities
- Own the on-chain ingestion path end to end - indexing contract events, settled fills, transfers, and resolution outcomes at scale, and turning them into the versioned tables detection and validation consume.
- Own the attribution substrate: evaluate and integrate commercial wallet-clustering feeds, fuse them with on-chain behavioral clustering, and deliver a confidence-scored entity layer that carries the identity load on a pseudonymous venue.
- Co-own the optimistic-oracle surveillance R&D.
- Surveillance / attribution mindset - the rare part: most on-chain engineers come from building protocols or trading, not from investigating them.
- Own the attribution substrate:
- evaluate and integrate commercial wallet-clustering feeds, fuse them with on-chain behavioral clustering, and deliver a confidence-scored entity layer that carries the identity load on a pseudonymous venue.
Compensation
- The base pay for this position is $190,000-290,000.
- A bonus will be provided as part of the compensation package, in addition to a full range of medical, financial, and/or other benefits.
Benefits
- A bonus will be provided as part of the compensation package, in addition to a full range of medical, financial, and/or other benefits.
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