Senior Software Engineer, Full Stack | Product Engineering

Build a Safer World.

TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. TRM's platforms enable investigators to trace illicit activity, build cases, and construct operating pictures of threat networks. Leading agencies and businesses worldwide rely on TRM to make the world safer and more secure.

The Full-Stack Product Engineering team is responsible for building a comprehensive set of features, frameworks, and functionalities for both end customers and internal-facing teams to successfully execute and scale TRM’s business. We are looking for a pragmatic full-stack engineer who can build reliable and scalable software that will be used by all TRM customers. You’ll also design backend APIs with a deep understanding of the customer experience and performance.

As an member of the team, you will be deeply involved in the technical details along with our operational processes to champion the velocity, quality, and overall impact of TRM, ultimately building a safer financial system for billions of people.

The impact you’ll have here:

• Work on complex engineering problems that help you build and hone not only technical skills but also project management and human/soft skills.

• Develop and maintain public APIs that are part of the API Product suite

• Collaborate with stakeholders on transforming a functional vision into a tangible roadmap with clear outcomes.

• Support and enable internal business units through shared engineering services and functionalities.

• Develop cross-functional relationships with stakeholders across the organization to understand and empower their mission from end to end.

• Experience designing and building scalable systems, web applications, APIs, and services (our backend is built in Node.js but prior experience in Node.js is not required; we believe tools and languages can be learned on the job)

What we’re looking for:

• Experience designing and building scalable systems, web applications, APIs, and services.

• An understanding of storage systems such as relational databases (e.g., Postgres) and analytical databases.

• Demonstrated experience in understanding customer pain points and bridging their needs to technical & product requirements.

• A high degree of initiative and ownership, combined with the ability to navigate ambiguity and adapt quickly to change.

• Exceptional ability to structure problems and identify the most critical issues to prioritize.

• Ability to communicate complex ideas effectively to both technical and non-technical audiences, verbally and in writing.

• Experience working collaboratively in a cross-functional environment with a diverse group of people at all levels in an organization.

About the Team:

• The team operates on a weekly sprint schedule. Individuals on the team are tasked to lead projects as technical anchors, and given a chance to grow and take ownership according to their level and goals. We work closely with our internal stakeholders to deliver impactful features to our internal customers and the company.

• The team’s culture is built on psychological safety wherein team members build rapport and trust-based relationships with teammates, hold each other accountable and to a high bar, collaborate extensively, and have lots of fun along the way.

• The team’s timezone is a mix of EST and PST with at least 6 hours of overlap with PST (8 am to 2 pm PST)

• On-Call: We have an on-call rotation that is a week long in duration approximately once every 15 weeks. On-call requests can be categorized into two large buckets; a) PagerDuty alerts that warrant immediate attention and b) customer support requests from specific Slack channels that an on-call engineer is responsible for triaging and answering.

Technical stack:

• Frontend: React + TypeScript is the de-facto standard.

• Backend: Node/TypeScript, Python, Go, etc., with service-oriented architectures and distributed systems experience.

• Data: Postgres/BQ; sometimes GraphQL; comfort with data modeling and performance. real time is a plus.

• Cloud: GCP; CI/CD are expected; containers and K8s is a plus.

Learn about TRM Speed in this position:

• Ruthless Prioritization & Adaptability: We adapt quickly when faced with new information. For example, an engineer may message the PM or EM to prioritize Task A vs. Task B in the middle of the sprint - we don’t let inertia guide our decisions. Instead we focus on ruthless prioritization and pivot quickly as needed.

• Challenging Timelines (Execution Pressure): An engineer questions a teammate’s proposed 3-week timeline, and constructively argues for condensing it to 2 weeks - backed by rationale, tradeoffs, and a plan to reduce scope or increase velocity. They show ownership of delivery speed and willingness to push for urgency.

• Time-Boxed Spiking (Rapid Learning & Decision-Making): An engineer proposes a 1-week spike with a clear time-box and success criteria to explore implementation options or validate feasibility through a proof of concept. They demonstrate speed not just in execution, but in de-risking decisions early.

Life at TRM

We are building a safer world. That promise shows up in how we work every day.

TRM moves quickly. We are a high velocity, high ownership team that expects clarity, follow-through, and impact. People who thrive here are energized by hard problems, experimentation, and continuous feedback. If something takes months elsewhere, it will ship here in days.

Our work sits at the intersection of AI, national security, and fighting crime. The problems are complex, the stakes are real, and the environment evolves quickly. The pace and intensity of the work reflect the importance of the mission. As a result, the way we operate requires a high level of ownership, adaptability, collaboration, and creative problem-solving.

At TRM, you should expect:

• Priorities and targets to change quickly as we experiment and iterate

• Work that often requires operating with a high degree of ambiguity

• A high level of personal ownership and accountability

• Close collaboration across teams and functions

• Frequent, high-touch communication

• Creative problem solving and out-of-the-box thinking

• A pace that rewards urgency, adaptability, and outcomes

This environment is energizing for people who enjoy building, solving hard problems, and making progress in situations that are not always fully defined. It also requires comfort navigating ambiguity, adjusting course as new information emerges, and maintaining focus and positivity in a fast-moving and intense environment.

We also recognize that this style of operating is not for everyone. If you are primarily optimizing for predictability or a consistently balanced workload, we encourage you to use the interview process to pressure test whether this environment is truly the right fit. We want teammates who thrive here, not just survive here.

At the same time, many people find this work deeply rewarding. If you are excited by meaningful problems, motivated by ambitious goals, and energized by working alongside mission-driven colleagues, there is a good chance you will find TRM to be an exceptional place to grow and contribute. Learn more: Interviewing at TRM: How We Hire and What Success Looks Like

AI Fluency at TRM

AI fluency is a baseline expectation at TRM.

We believe AI meaningfully changes how top performers operate. We expect every team member to use AI to accelerate and reimagine their craft, not just automate surface tasks.

At TRM, AI fluency means you are among the top 10 percent of operators in your function in how you apply AI to:

• Accelerate repeatable workflows

• Structure and solve problems

• Improve output quality

• Increase speed and leverage

You will be evaluated on applied AI fluency during the interview process.

Leadership Principles

We hire and grow against three leadership principles. They’re the standards for how we operate, treat each other, and make decisions.

• Impact-Oriented Trailblazer: We put customers first and move with speed, focus, and adaptability. We treat every plan like an experiment - test, ship, measure, and iterate quickly.

• Master Craftsperson: We care deeply about our craft. We balance speed with high standards, own outcomes end‑to‑end, and invest in getting better everyday.

• Inspiring Colleague: We add clarity and energy, not noise. We bring humility, candor, and a one‑team mindset - giving and receiving feedback to make the team stronger.

Join our Mission

At TRM we care deeply about our craft. We are looking for individuals who want their work to matter, who experiment with speed and rigor, and who take pride in building a safer world for billions of people. If you’re excited by TRM’s mission but don’t check every box, we encourage you to apply - we hire for slope, judgment, and the will to learn fast.

TRM is a Series C company with $220M in total funding, backed by Goldman Sachs, Bessemer, Y Combinator, Thoma Bravo, and others. Headquartered in San Francisco, TRM operates as a distributed-first company with hubs in Los Angeles, San Francisco, New York, Washington D.C., London, and Singapore.

Privacy Policy and Additional Information

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We collect the information you provide (such as your resume, work history, and contact details) solely for the purpose of evaluating your candidacy for current and future roles at TRM.

Because our hiring cycles for certain positions may span 24 to 36 months, we retain your personal information for up to 36 months from the date of your application. After that period, your data is deleted unless a different retention period is required or permitted by law.

If you are located in the European Economic Area, the United Kingdom, or another jurisdiction with applicable data protection laws, you have the right to access, correct, or request deletion of your personal data at any time before that period ends. To exercise any of these rights, contact us at privacy@trmlabs.com.

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The use of AI tools of any kind (including but not limited to notetakers, interview assistants, and real-time coaching tools such as Otter.ai, Fireflies, Fathom, Cluey, or similar) during TRM interviews is not permitted without prior approval from TRM. TRM uses its own internal tools for note-taking to ensure a consistent and confidential experience for all candidates.

We are committed to providing reasonable accommodations to applicants with disabilities, and requests can be made via this form.

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