Latest AI JobsBrowse Jobs
TRM Labs logo

Senior Data Engineer - AI Platform

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

About this role

The Senior Data Engineer - AI Platform role at TRM Labs is an opportunity to manage and scale critical data serving infrastructure within a secure government cloud environment. Based in the United States on a remote basis, this position suits an independent engineer experienced in distributed systems and AI-assisted workflows who wants to protect public sector investigations.

Role Overview

TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies disrupt crime and trace illicit activity. Within the Data Platform Serving team, this position focuses on the StarRocks-backed serving layer powering government cloud deployments. Working alongside the current solo owner of this domain, the engineer will ensure the infrastructure remains fast, reliable, and compliant as it scales.

Key Responsibilities

Own performance tuning on the StarRocks serving layer by utilizing AI-assisted query profiling tools to detect and resolve slow query patterns.
Build and harden data pipelines that feed government cloud investigations, applying AI code review workflows to ship reliable updates in high-compliance settings.
Reduce single-point-of-failure risks on government cloud data infrastructure by independently operating and troubleshooting the serving layer.
Use AI-assisted debugging and log analysis to quickly triage production issues and deliver rapid root-cause fixes in a regulated environment.

Requirements

U.S. citizenship is strictly required for this position due to government cloud data access mandates.
Hands-on experience operating distributed OLAP or serving-layer systems such as StarRocks, Trino, ClickHouse, or similar technologies, including query tuning and performance optimization at scale.
Demonstrated experience owning data pipeline reliability, managing incident response, and using AI tools like Claude or Cursor to accelerate debugging, documentation, and code reviews.
Independent ownership mindset capable of ramping up quickly on unfamiliar production infrastructure using AI-assisted research and taking on on-call responsibilities with minimal oversight.

Skills and Tools

Distributed OLAP and serving systems (StarRocks, Trino, ClickHouse)
AI-assisted developer tooling (Claude, Cursor, internal tooling)
Data pipeline reliability and incident response
Query tuning and performance optimization

About the Company

TRM Labs builds AI-powered intelligence solutions that enable investigators to trace illicit activity, build cases, and construct operating pictures of threat networks. Leading agencies and businesses worldwide rely on its platforms to make the world safer and more secure. Headquartered in San Francisco with a distributed-first model, TRM is backed by prominent investors including Goldman Sachs, Bessemer, Y Combinator, and Thoma Bravo.

How to Apply

Interested candidates should visit the official TRM Labs careers page to apply directly. Every application is reviewed by the Talent team, and applying directly is the best way to ensure proper consideration for the role.

Questions candidates ask

Is U.S. citizenship required for this role?

Yes, U.S. citizenship is mandatory due to government cloud data access requirements.

Is this position remote?

Yes, this role is based in the United States and operates on a remote basis.

What database or serving technology does this team use?

The team works primarily on a StarRocks-backed serving layer supporting government cloud investigations.

What is the expectation regarding AI tools in this role?

AI fluency is a baseline expectation, and engineers are expected to use tools like Claude and Cursor to accelerate debugging, query profiling, code reviews, and documentation.

How should I submit my application?

You should apply directly through the official TRM Labs careers page to ensure your application reaches the hiring team.

Ready to apply?

The application is on the official TRM Labs careers page.

Apply on company site