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Data Engineer AI Platform

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TRM Labs

Blockchain intelligence company providing tools to detect, investigate, and manage crypto-related fraud, financial crime, and compliance for institutions and government agencies.

450 Townsend Street, San Francisco, CA 94107, United States
About TRM Labs

TRM Labs provides blockchain intelligence for investigations and compliance, offering products such as forensics, wallet screening, entity screening, transaction monitoring, and APIs. It serves financial institutions, crypto businesses, and public sector agencies to trace funds, assess risk, and build cases across digital assets.

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Skills

Candidate Availability

Required and preferred rules are kept separate and reflect the wording in the original posting.

About the Role

You will operate and improve the StarRocks-backed serving layer supporting government cloud investigations. You will tune query performance, build reliable data pipelines, reduce infrastructure operational risk, and use AI-assisted debugging and analysis to resolve production issues in a regulated environment.

Requirements

  • U.S. citizenship
  • Hands-on experience operating distributed OLAP or serving-layer systems such as StarRocks, Trino, or ClickHouse
  • Experience with query tuning and performance optimization at scale
  • Experience owning data pipeline reliability and incident response
  • Experience using AI tools for debugging, code review, and documentation
  • Ability to independently operate and troubleshoot production infrastructure
  • Ability to take on-call responsibility with minimal oversight

Responsibilities

  • Tune performance on the StarRocks serving layer
  • Use AI-assisted query profiling to identify and fix slow query patterns
  • Build and harden data pipelines for government cloud investigations
  • Operate and troubleshoot the serving layer
  • Use AI-assisted debugging and log analysis to triage production issues
  • Resolve production incidents and identify root causes