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Staff Data Platform Engineer - AI Platform

TRM LabsUnited StatesR&D
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Salary
Not listed
Job type
Full-time
Work mode
Remote
Posted
12 Aug 2026
Status
Open · checked 7d ago

About this role

The Staff Data Platform Engineer - AI Platform role at TRM Labs involves joining the Data Platform Serving team to operate, tune, and scale the StarRocks-backed serving layer powering government cloud investigations. This remote position within the United States suits an independent distributed systems engineer experienced in high-availability environments and AI-assisted engineering workflows.

Role Overview

TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. In this role, you will work on the StarRocks-backed serving layer that sits underneath government cloud investigations, working alongside the engineer who currently owns this domain solo. You will build hands-on distributed systems experience in a regulated, high-availability government cloud deployment, keeping that environment fast, reliable, and compliant as it scales.

Key Responsibilities

Own performance tuning on the StarRocks serving layer, using AI-assisted query profiling to find and fix slow query patterns.
Build and harden data pipelines feeding government cloud investigations using AI code review workflows.
Reduce single-point-of-failure risk on GovCloud data infrastructure by independently operating and troubleshooting the serving layer.
Use AI-assisted debugging and log analysis to triage production issues in a regulated environment.

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 such as StarRocks, Trino, ClickHouse, or similar.
Experience owning data pipeline reliability, incident response, and using AI tools like Claude or Cursor to accelerate engineering workflows.
Independent ownership mindset capable of ramping quickly on unfamiliar production infrastructure with minimal oversight.

Skills and Tools

Distributed OLAP and serving-layer systems (StarRocks, Trino, ClickHouse)
AI-assisted tooling and query profiling (Claude, Cursor)
Data pipeline reliability and incident response
Production debugging and log analysis

About the Company

TRM Labs builds intelligence solutions that enable investigators to trace illicit activity, build cases, and construct operating pictures of threat networks. Headquartered in San Francisco, TRM operates as a distributed-first company backed by major investors including Goldman Sachs, Bessemer, Y Combinator, and Thoma Bravo.

How to Apply

To apply for this position, please visit the official TRM Labs careers page and submit your application directly to ensure it reaches the appropriate hiring team.

Questions candidates ask

Is citizenship required for this role?

Yes, U.S. citizenship is required for this role due to government cloud data access requirements.

Where is the position located?

This is a remote position based in the United States.

What core technology stack does the Data Platform Serving team use?

The team works heavily with StarRocks as part of the serving layer supporting government cloud investigations, alongside distributed OLAP systems and AI-assisted workflows.

What is the interview process like at TRM Labs?

The interview process typically includes a recruiter intro, a hiring manager discussion, a first round focusing on core skills, a final round covering craft and problem-solving, and reference checks.

Are external AI assistants permitted during TRM interviews?

The use of external AI tools such as notetakers and interview assistants during TRM interviews is not permitted without prior approval.

Ready to apply?

The application is on the official TRM Labs careers page.

Apply on company site