TRM Labs Tech Stack

Blockchain intelligence platform for financial crime detection and compliance

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

TRM Labs operates a data-heavy blockchain analytics platform built on Python, SQL, Spark, Kafka, and BigQuery—a stack optimized for real-time transaction monitoring and forensic investigation at petabyte scale. Leadership hiring (102 senior+ roles open) and aggressive sales expansion (50 open roles, Head of Sales advertised) signal a shift from product-first to go-to-market maturity, while active projects in API integration and agentic solutions suggest the platform is moving beyond transaction monitoring into embedded workflows for institutional customers.

Tech Stack 123 technologies

Core StackPython Iceberg Trino BigQuery Apache Airflow dbt Apache Spark Kafka Apache Flink Docker Terraform Kubernetes Datadog PostgreSQL MySQL SQL Server Node.js Snowflake ClickHouse AWS Slack SQL Spark SQL StarRocks Citus Beam GCP AWS EKS CentOS Alpine+87 more

What TRM Labs Is Building

◆Challenges

Investigating financial crime
Scaling petabyte data
Scaling global sales organization
Processing petabyte scale data in real-time
Financial fraud detection
Terrorist financing detection
Detecting crypto-related fraud
Closing high-value deals
Preventing financial crime
Expanding foothold in apac

▲Active Projects

Crypto go-to-market strategy
Account mapping
Scalable infrastructure build
Cloud security infrastructure scaling
Implementation of blockchain intelligence into customer workflows
Onboarding experience
Custom agentic solutions
Lead sourcing strategy
Pipeline management
Trm api integration

Hiring Activity

Accelerating190 roles · 95 in 30d

Department

Sales

Engineering

Data

Marketing

Security

Product

Ops

Seniority

Senior

102

Director

Mid

Lead

Manager

Junior

Staff

Notable leadership hires: Product Lead, Sales Account Director, Account Director, Head of Sales

Company intelligence

Find more companies like TRM Labs by tech stack, pain points and active projects

Get started free

About TRM Labs

TRM Labs provides blockchain intelligence and financial crime detection tools to financial institutions, cryptocurrency businesses, and government agencies. The platform combines transaction analysis, threat intelligence, and forensic capabilities to identify and investigate crypto-related fraud, money laundering, and sanctions violations. Founded in 2018, the company operates from San Francisco with a 201–500-person team spanning data engineering, data science, threat intelligence, sales, and compliance roles. Revenue growth is tied to per-transaction volume and institutional customer expansion, with current headcount velocity accelerating across geographies (14 countries actively hiring).

HeadquartersSan Francisco, California

Company Size201–500 employees

Founded2018

Hiring MarketsUnited States, Argentina, Germany, Brazil, Austria, Uganda, Indonesia, Poland

Frequently Asked Questions

What tech stack does TRM Labs use?

Core: Python, SQL, Spark, Kafka, BigQuery, dbt, Apache Airflow, Kubernetes. Data: Iceberg, Trino, StarRocks, Snowflake, ClickHouse. Infrastructure: AWS, GCP, Terraform, Datadog. Monitoring and observability built on enterprise-grade tooling for petabyte-scale operations.

What is TRM Labs working on?

Active projects include scalable infrastructure scaling, blockchain intelligence API integration into customer workflows, custom agentic solutions, account mapping, onboarding experience improvements, and go-to-market expansion in APAC.