TRM Labs Tech Stack

Blockchain intelligence platform for detecting crypto financial crime

Information Services San Francisco, California 201–500 employees Founded 2018 Privately Held

TRM Labs builds blockchain intelligence to help financial institutions, crypto businesses, and government agencies detect and investigate digital-asset fraud. The tech stack reveals a data-intensive operation: Python + Apache Spark/Airflow/Flink + BigQuery/Snowflake + Kafka, paired with machine-learning infrastructure (NVIDIA GPUs, TensorRT, vLLM, FlashAttention). Active hiring skews heavily toward security (46 roles) over engineering (26), signaling a shift from building toward compliance and threat operations—confirmed by projects targeting proactive on-chain threat hunting, low-latency blockchain queries, and agency procurement.

Tech Stack 121 technologies

Core StackPython Apache Airflow Apache Spark Apache Flink dbt BigQuery Snowflake ClickHouse Kubernetes Terraform Datadog Salesforce Node.js PostgreSQL React Figma Iceberg Trino Kafka Docker Beam NVIDIA GPU TensorRT ONNX Runtime vLLM FlashAttention Notion Spark SQL StarRocks Citus+85 more

Adoptingblockchain

What TRM Labs Is Building

◆Challenges

Preventing financial crime
Improving team processes
Performance issues
Mitigating cryptocurrency fraud
Expanding market share in nordic public sector
Closing high-value deals
Detecting crypto-related fraud
Crypto fraud detection
Navigating federal procurement vehicles
Deploying ai systems at scale

▲Active Projects

Crypto go-to-market strategy
Account mapping
Blockchain data integration services
Internal engineering services
Deploy offline and online evaluation infrastructure for llms
Low-latency data model architecture for blockchain queries
Integration of trm academy and leo labs
Develop novel collection strategies
Proactive threat hunting on-chain/off-chain
Innovation workshops with priority agencies

Hiring Activity

Accelerating160 roles · 90 in 30d

Department

Security

Sales

Engineering

Data

Legal

Product

Marketing

Support

Seniority

Senior

106

Mid

Director

Manager

Lead

Staff

Junior

Notable leadership hires: Sales Account Director

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About TRM Labs

TRM Labs is a blockchain intelligence company founded in 2018 and headquartered in San Francisco. The platform serves financial institutions, crypto exchanges, and government agencies with detection, monitoring, and forensic tools for crypto-related financial crime, sanctions compliance, and transaction monitoring. The company operates at scale across data engineering, data science, and threat intelligence, with active hiring in 16+ countries including the US, Europe, Asia-Pacific, and Africa. Current project focus includes expanding government-sector go-to-market, blockchain data integration services, and deploying AI-driven threat hunting capabilities.

HeadquartersSan Francisco, California

Company Size201–500 employees

Founded2018

Hiring MarketsUnited States, Austria, Czechia, Poland, Singapore, Uganda, Brazil, Germany

Frequently Asked Questions

What tech stack does TRM Labs use?

Python, Apache Spark, Airflow, Flink, dbt, BigQuery, Snowflake, ClickHouse, Kubernetes, Kafka, PostgreSQL, React, NVIDIA GPUs, TensorRT, vLLM, Datadog, and Terraform.

Where is TRM Labs headquartered?

San Francisco, California. The company was founded in 2018 and is privately held with 201–500 employees.

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How this profile is built

TRM Labs's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.