Staff Data Engineer - AI Platform

TRM Labs
United States
Workplace: RemoteFull timeFunction: Data Science & Machine LearningSkills: ["Independent ownership","Problem-solving","Accountability","Collaboration","Adaptability"]

Own performance tuning on the StarRocks-backed serving layer for TRM’s government cloud investigations, using AI-assisted query profiling to prevent slow-query incidents. Build and harden high-compliance data pipelines and reduce single points of failure by becoming a second on-call operator for the serving layer. Triage regulated production issues using AI-assisted debugging and log analysis, accelerating root-cause fixes and incident response.

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FursaFursa
TRM Labs
TRM Labs
5 days ago

Staff Data Engineer - AI Platform

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 7 hours agoStatus: Live

Job Summary

Own performance tuning on the StarRocks-backed serving layer for TRM’s government cloud investigations, using AI-assisted query profiling to prevent slow-query incidents. Build and harden high-compliance data pipelines and reduce single points of failure by becoming a second on-call operator for the serving layer. Triage regulated production issues using AI-assisted debugging and log analysis, accelerating root-cause fixes and incident response.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Own performance tuning on the StarRocks serving layer using AI-assisted query profiling to fix slow query patterns before they impact customers.
  • •Build and harden data pipelines that feed government cloud investigations, using AI-assisted code review workflows to ship reliable changes in a high-compliance environment.
  • •Reduce single-point-of-failure risk by becoming the second engineer who can independently operate and troubleshoot the serving layer, cutting incident response time when the primary owner is unavailable.
  • •Use AI-assisted debugging and log analysis to triage production issues in a regulated environment and drive rapid root-cause fixes.
  • •Operate as part of the Data Platform Serving team responsible for turning TRM data into fast, reliable answers for downstream teams and systems.

Key Requirements

  • •U.S. citizenship is required 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 in production.
  • •Comfort using AI tools (Claude, Cursor, or similar) to accelerate debugging, code review, and documentation.
  • •Independent ownership mindset with ability to ramp quickly on unfamiliar production infrastructure and take on-call responsibility with minimal oversight.
Skills:Independent ownershipProblem-solvingAccountabilityCollaborationAdaptability
Tech Stack:StarRocksTrinoClickHouseOLAPGovCloudClaudeCursorSlackAI-assisted query profilingLog analysisAI-assisted debuggingAI code review workflows

Eligibility

Nationality:US National

Company Brief

TRM Labs
Provides blockchain intelligence and crypto risk management solutions to help financial institutions, governments, and crypto firms detect fraud, trace illicit activity, and comply with regulatory requirements across digital asset ecosystems.
Industry: RegTech
Company Size: Large (251 to 1,000 employees)
Growth: Growth Stage Startup
Headquarters: San Francisco, United States
Founded: 2018
WebsiteLinkedIn