Agent Engineer
Blockchain intelligence company providing tools to detect, investigate, and manage crypto-related fraud, financial crime, and compliance for institutions and government agencies.
Maintainer signals as of 9/25/2026
Funding history
Investors
About TRM Labs
TRM Labs provides blockchain intelligence for investigations and compliance, offering products such as forensics, wallet screening, entity screening, transaction monitoring, and APIs. It serves financial institutions, crypto businesses, and public sector agencies to trace funds, assess risk, and build cases across digital assets.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
Design and implement agentic frameworks supporting tool use, context retrieval, memory, and planning. Build modular agents for investigative automation, scale LLM infrastructure, develop prompt engineering and RAG pipelines, and create safe, observable, auditable AI behaviors.
Requirements
- Strong engineering background with deep backend or systems experience
- Experience building with LLMs, agents, LangChain, semantic caches, and vector databases
- Comfort with agentic pipelines and optimizing information flow into AI systems
- Strong system design skills with attention to safety, scalability, and explainability
- High product empathy and concern for end-user impact
- Bias toward experimentation and rapid iteration
- Knowledge graphs, task orchestration, or AI safety experience is a plus
Responsibilities
- Architect and implement agentic frameworks for tool use, retrieval, memory, and planning
- Build modular agents that automate investigative tasks and support analyst decision-making
- Extend and scale LLM infrastructure, including prompt engineering, RAG, and evaluation loops
- Design safe, observable, and auditable agent behaviors
- Evaluate reasoning, latency, success rate, and hallucination metrics
- Iterate based on user feedback and system telemetry
- Deliver production-ready AI systems through rapid experimentation
Benefits
- Eligibility to participate in TRM's equity plan