Staff Data Engineer - AI Platform

TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. The Staff Data Engineer will support the StarRocks-backed serving layer for government cloud investigations by tuning performance, hardening data pipelines, reducing infrastructure single-point-of-failure risk, and troubleshooting production issues in a regulated, high-availability environment.

Responsibilities:

• You will own performance tuning on the StarRocks serving layer, using AI-assisted query profiling (Claude, internal tooling) to find and fix slow query patterns before they become customer-facing incidents
• You will build and harden data pipelines feeding government cloud investigations, using AI code review workflows to ship reliable changes faster in a high-compliance environment where mistakes are costly
• You will reduce single-point-of-failure risk on GovCloud data infrastructure by becoming the second engineer who can independently operate and troubleshoot the serving layer, cutting incident response time when the primary owner is unavailable
• You will use AI-assisted debugging and log analysis to triage production issues in a regulated environment, turning multi-hour investigations into rapid root-cause fixes

Requirements:

• U.S. citizenship is required for this role due to government cloud data access requirements
• Hands-on experience operating distributed OLAP or serving-layer systems (StarRocks, Trino, ClickHouse, or similar), including query tuning and performance optimization at scale
• Experience owning data pipeline reliability and incident response, and comfort using AI tools (Claude, Cursor, or similar) to accelerate debugging, code review, and documentation
• Independent ownership mindset: you can pick up an unfamiliar piece of production infrastructure, use AI-assisted research and code exploration to ramp quickly, and take on-call responsibility with minimal oversight