TRM Labs is a blockchain intelligence company committed to fighting crime and creating a safer world. By leveraging blockchain data, threat intelligence, and advanced analytics, our products empower governments, financial institutions, and crypto businesses to combat illicit activity and global security threats. At TRM, you'll join a mission-driven, fast-paced team made up of experts in law enforcement, data science, engineering, and financial intelligence, tackling complex global challenges daily. Whether analyzing blockchain data, developing cutting-edge tools, or collaborating with global organizations, you'll have the opportunity to make a meaningful and lasting impact.

As a Senior Analytics Engineer on our Advanced Analytics team, you will help mature and scale the foundation of our analytics data ecosystem. You’ll play a leading role in shaping best practices in analytics engineering and will be instrumental in driving data architecture, quality, performance, and reliability across the organization.

This is a high-impact, senior-level role built for someone who brings a strong background in analytics/data engineering and data science, and who can thrive in ambiguous environments and independently drive critical initiatives that improve how we model, transform, and use data across TRM. Within 6–12 months, your work will have improved the scalability and reliability of our analytics infrastructure and established the gold standard for analytics engineering practices across the team.

The impact you will have here:

Lead the development and optimization of analytics pipelines and data models that power TRM’s products, investigations, and decision-making — enabling teams across the company and our customers (including former FBI, Secret Service, and Europol agents) to detect and respond to financial crime in the crypto space.
Define and implement best practices in analytics engineering (e.g., testing, observability, versioning, documentation), helping to level up the team’s development workflows and data reliability
Improve the scalability and maintainability of our analytics data ecosystem, which process large volume of data, through thoughtful architectural decisions and tooling improvements.
Partner closely with data scientists, data engineers, product and business teams to deliver production-ready datasets that support models, metrics, and investigative workflows.
Establish best-in-class data quality solutions to increase the reliability and accuracy of our data
Investigate performance issues, and bring creative, durable solutions to improve long-term reliability, cost and developer experience.
Drive adoption of modern data tools and workflows, helping the team evolve toward best-in-class analytics engineering practices.
Contribute to team on-call responsibilities that support the health and availability of our analytics and data science infrastructure (on-call is lightweight and shared equitably).

What we’re looking for:

8+ years of experience in analytics engineering, data engineering, or data science with a strong focus on building and scaling analytics workflows.
Strong experience across the entire Data Engineering lifecycle (from ETLs, Data Model design, infra, Data Quality, architecture etc.)
Deep proficiency in SQL and experience developing robust, modular data models using dbt (or equivalent tools) in a production environment.
Strong software engineering fundamentals, including experience with Python, CI/CD pipelines, and automated testing.
Proficiency in defining robust and scalable data models using best practices.
Experience using LLMs as well enabling AI through high quality data infrastructure.
Hands-on experience with cloud data warehouses and infrastructure (e.g., Snowflake, BigQuery, Redshift) and data orchestration tools (e.g., Airflow, Dagster, Prefect).
Proficiency in developing compelling dashboards using tools like Looker, Tableau, Power BI, Plotly or similar.
Excellent communication skills — you can explain complex technical concepts to non-technical audiences and influence key decisions with clarity and data.

About the Team:

The Advanced Analytics team helps TRM’s customers to have the most reliable and impactful data and insights. The team builds the data foundation and Analytics products for TRM’s insights and investigative capabilities. We develop high-leverage datasets, metrics, and insights used by internal teams and customers to combat fraud, hacks, and illicit activity on the blockchain.We’re a distributed team with a collaborative and inclusive culture. Most of our meetings and syncs occur between 7am–12pm PST to ensure time zone overlap.On-call responsibilities are shared across the team and intentionally kept lightweight (e.g., <1hr/day during a weeklong shift every few months).

Learn about TRM Speed in this position:

Deliver a last minute impactful project for a key customer
Build complex products effectively with tight timeframes (1-2 sprints for MVP)
Work on several projects in parallel with different priorities and stakeholders

The following represents the estimated range of compensation for this role:

Individual pay is determined by skills, qualifications, experience, and location. The compensation details listed in this posting reflect the US base salary only
The estimated base salary range for this role is $190,000 - $210,000.
Additionally, this role may be eligible to participate in TRM’s equity plan.
Please note – we factor in the different costs for geographies outside the United States.

Life at TRM Labs

Leadership Principles

Our Leadership Principles shape everything we do—how we make decisions, collaborate, and operate day to day.

Impact-Oriented Trailblazer – We put customers first, driving for speed, focus, and adaptability.
Master Craftsperson – We prioritize speed, high standards, and distributed ownership.
Inspiring Colleague – We value humility, candor, and a one-team mindset.

Accelerate your Career

At TRM, you’ll do work that matters—disrupting terrorist networks, recovering stolen funds, and protecting people around the world. You will:

Work alongside top experts and learn every day.
Embrace a growth mindset with development opportunities tailored to your role.
Take on high-impact challenges in a fast-paced, collaborative environment.
Thrive in a culture of coaching, where feedback is fast, direct, and built to help you level up.

What To Expect At TRM

TRM moves fast—really fast. We know a lot of startups say that, but we mean it. We operate with urgency, ownership, and high standards. As a result, you’ll be joining a team that’s highly engaged, mission-driven, and constantly evolving.

To support this intensity, we’re also intentional about rest and recharge. We offer generous benefits, including PTO, Holidays, and Parental Leave for full time employees.

That said, TRM may not be the right fit for everyone. If you're optimizing for work life balance, we encourage you to:

Ask your interviewers how they personally approach balance within their teams, and
Reflect on whether this is the right season in your life to join a high-velocity environment.
Be honest with yourself about what energizes you—and what drains you

We’re upfront about this because we want every new team member to thrive—not just survive.

The Stakes Are Real

Our work has direct, real-world impact:

Jumping online after hours to support urgent government requests tracing ransomware payments.
Delivering actionable insights during terrorist financing investigations.
Collaborating across time zones in real time during a major global hack.
Building new processes in days, not weeks, to stop criminals before they cash out.
Analyzing blockchain data to recover stolen savings and dismantle trafficking networks.

Thrive as a Global Team

As a remote-first company, TRM Labs is built for global collaboration.

We cultivate a strong remote culture through clear communication, thorough documentation, and meaningful relationships.
We invest in offsites, regional meetups, virtual coffee chats, and onboarding buddies to foster collaboration.
By prioritizing trust and belonging, we harness the strengths of a global team while staying aligned with our mission and values.

Join our mission!

We’re looking for team members who thrive in fast-paced, high-impact environments and love building from the ground up. TRM is remote-first, with an exceptionally talented global team. If you enjoy solving tough problems and seeing your work make a difference for billions of people, we want you here. Don’t worry if your experience doesn’t perfectly match a job description— we value passion, problem-solving, and unique career paths. If you’re excited about TRM’s mission, we want to hear from you.

Recruitment agencies

TRM Labs does not accept unsolicited agency resumes. Please do not forward resumes to TRM employees. TRM Labs is not responsible for any fees related to unsolicited resumes and will not pay fees to any third-party agency or company without a signed agreement.

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