Applied AI Engineer - National Security (TS/SCI) at TRM Labs

Washington, District of Columbia, United States

TRM Labs Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
National Security, BlockchainIndustries

Requirements

  • Strong background in ML model evaluation/tuning, Python, API integration, SQL, and MCP servers
  • Proven ability to deliver results quickly within highly regulated or bureaucratic environments
  • A customer-first mindset: identify mission impact, work backward from it, and remove blockers to deliver
  • Excellent communicator, able to interface confidently with technical and non-technical stakeholders and build trust in high-stakes settings
  • Active TS/SCI clearance with Polygraph
  • Bonus: Experience with ML frameworks (PyTorch, TensorFlow), API design, Kubernetes (Helm), and Terraform/IaC deployments

Responsibilities

  • Deploy AI to the mission edge: Act as the primary technical interface with national security customers, deploying TRM’s AI capabilities into classified, airgapped, and mission-critical environments. Adapt solutions to real-world constraints while ensuring secure, reliable integration
  • Own AI application lifecycles: Build, tune, deploy, and optimize AI systems tailored to mission needs. Apply techniques like retrieval-augmented generation, prompt optimization, and fine-tuning to ensure performance at scale
  • Accelerate mission wins: Drive pilots and long-term programs by working directly with end users, closing the loop between operators and engineering. Capture field feedback, measure mission impact, and channel insights back into TRM’s product and research roadmaps

Skills

Key technologies and capabilities for this role

Generative AIRetrieval-Augmented GenerationPrompt OptimizationFine-tuningAI DeploymentSecure EnvironmentsAirgapped SystemsBlockchain IntelligenceThreat IntelligenceAdvanced Analytics

Questions & Answers

Common questions about this position

What security clearance is required for this role?

An active TS/SCI clearance with Polygraph is required.

What are the key skills needed for this Applied AI Engineer position?

A strong background in ML model evaluation/tuning, Python, API integration, SQL, and MCP servers is required. Bonus skills include experience with ML frameworks like PyTorch or TensorFlow, API design, Kubernetes (Helm), and Terraform/IaC deployments.

Is this role remote or office-based?

This information is not specified in the job description.

What is the salary or compensation for this position?

This information is not specified in the job description.

What kind of experience makes a strong candidate for this role?

Proven ability to deliver results quickly in highly regulated environments, a customer-first mindset to identify mission impact and remove blockers, and excellent communication skills to interface with technical and non-technical stakeholders are key.

TRM Labs

Blockchain intelligence for financial crime detection

About TRM Labs

TRM Labs focuses on blockchain intelligence to assist financial institutions, cryptocurrency businesses, and government agencies in identifying and investigating financial crimes and fraud related to cryptocurrencies. The company utilizes advanced data engineering, data science, and threat intelligence to provide tools and insights that help clients combat illicit activities in the crypto sector. TRM Labs serves a wide range of clients, including banks and regulatory bodies, and generates revenue through subscription-based services and customized solutions. Its goal is to enhance the security and integrity of the global financial system by offering comprehensive blockchain analytics and investigative capabilities.

San Francisco, CaliforniaHeadquarters
2018Year Founded
$146MTotal Funding
SERIES_BCompany Stage
Data & Analytics, FintechIndustries
201-500Employees

Benefits

Remote Work Options
Annual Company Offsite
Professional Development Budget

Risks

Increased scrutiny in the UK could affect operations and partnerships in the region.
Collaboration with Tether and TRON may expose TRM Labs to reputational risks.
Cyberattack vulnerabilities in crypto exchanges could impact TRM Labs' clients.

Differentiation

TRM Labs specializes in blockchain intelligence for financial crime detection and investigation.
The company collaborates with major firms like PayPal, Visa, and government agencies.
TRM Labs offers subscription-based services and customized solutions for diverse client needs.

Upsides

Partnership with Four Inc. could increase government contracts in U.S. public sector.
Success in freezing $100 million in assets highlights effectiveness in public-private partnerships.
Collaboration with DeFi platforms like 1inch enhances influence in decentralized finance.

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