Tech Lead, Staff Software Engineer, Data Product (US)

T R M L a b s i s t h e i n t e l l i g e n c e p l a t f o r p u b l i c s a f e t y a n d n a t i o n a l s e c u r i t y , b u i l t t o d e t e c t a n d d i s r u p t t h e c r i m i n a l n e t w o r k s t h a t e x p l o i t f r o n t i e r t e c h n o l o g i e s f o r t h e p u r p o s e s o f h a r m . O u r A I I n v e s t i g a t i o n s p l a t f o r m b r i n g s t o g e t h e r i n t e l l i g e n c e f r o m d o z e n s o f p r e v i o u s l y d i s p a r a t e s o u r c e s t o l i n k o n l i n e a c t i v i t y t o g l o b a l s e c u r i t y t h r e a t s , g i v i n g i n v e s t i g a t o r s a h o l i s t i c p i c t u r e o f c r i m i n a l a c t i v i t y s o t h e y c a n d i s r u p t i t a t m a c h i n e s p e e d .

O u r c u s t o m e r s u s e o u r t e c h n o l o g y t o c r e a t e a s a f e r w o r l d . O u r t e a m c o m b i n e s e x p e r t i s e f r o m l a w e n f o r c e m e n t , d a t a s c i e n c e , e n g i n e e r i n g , a n d f i n a n c i a l i n t e l l i g e n c e t o c o m b a t t e r r o r i s t f i n a n c i n g , d r u g t r a f f i c k i n g , h u m a n t r a f f i c k i n g , a n d o t h e r s e r i o u s c r i m e s . H e r e , y o u ' l l j o i n a m i s s i o n - d r i v e n , f a s t - p a c e d e n v i r o n m e n t w h e r e i n n o v a t i o n d r i v e s r e a l i m p a c t . W h e t h e r y o u ' r e a n a l y z i n g b l o c k c h a i n d a t a , d e v e l o p i n g c u t t i n g - e d g e s o f t w a r e , o r p a r t n e r i n g w i t h g l o b a l o r g a n i z a t i o n s , e a c h d a y b r i n g s f r e s h c h a l l e n g e s a n d o p p o r t u n i t i e s t o m a k e a m e a n i n g f u l d i f f e r e n c e i n s t o p p i n g c r i m i n a l a c t i v i t y .

Kyle Armstrong

Director of Law Enforcement Relations

"My career has been about expanding impact — from handling single cases at the FBI, to supporting investigations nationwide in the Virtual Assets Unit, and now at TRM, helping law enforcement globally. Through Beacon Network, we’ve built something neither the private nor public sector could do alone: a dynamic partnership driving real action against illicit crypto activity worldwide."

Chris Wong

"At TRM, data isn’t just part of the process—it’s the very core of our existence, making it incredibly exciting for a data engineer like me to contribute where everything begins with data."

Staff Software Engineer (Data Platform)

"Every day, I get to work with experts across law enforcement, engineering and law who share a mission to create a safer world for people. We actually fight bad guys, and help the good guys win."

Assistant General Counsel

"I've spent my entire career working to protect the financial system from illicit actors, and now I get to do it on a bigger scale, alongside those who are the very best in the world at what they do, building something really special together."

Ari Redbord

Global Head of Policy

"By coming to TRM from the FBI, I’ve been able to scale my impact of combatting ransomware and nurturing collaboration between the public and private sectors."

"I get to work with some of the smartest people I’ve ever met from 30+ countries, and we spend all day figuring out how to help combat drug trafficking/terrorist financing/elder scams/etc. I can’t imagine anything more fulfilling."

Kevin Tran

Data Science Team Manager

"Some people in tech spend every weekday working on products that are not really making the world a better place. I get so much satisfaction spending my time looking for the smartest people I can find, and saying ‘Would you like work at a company that is making the world a safer place?"

Head of Talent

"In my previous life in the public sector, there was a lot of bureaucracy that slowed down my ability to make an impact. Thats not the case at TRM, people here have high ownership and see through their projects. It’s so rewarding."

"The product we’re building is making a real impact on peoples lives; and I get to build this alongside smart, passionate humans who push me to get better at my craft."

Jenny Gai

Senior Product Marketing Manager

"I can tell you the exact reason I decided to join TRM. When I was conducting my job search, I was evaluating 3 offers and all were in the start-up space. What stood out to me about TRM was very similar criteria to a previous start-up I joined that went public; it has bleeding edge technology, solid funding, very smart people and was experiencing hyper growth. That equation adds up to success."

"I was most excited to join TRM because of our mission, but I didn’t realize how much I’d love working with this team. At TRM, we have a culture of supportive teamwork and close collaboration. My colleagues are some of the most interesting, high-integrity and high-achieving people I know. I’m inspired just by working alongside them."

Kinsey Cronin

Terry Carson

Data Scientist

"TRM offers an unparalleled and remarkable experience. Working at a company with a strong mission in a fast-paced industry is incredibly motivating—especially when you can directly see the difference your efforts make in the real world."

Accounting Manager

"Moving to the private sector from law enforcement can be quite challenging. I think one of the things that I struggled with, and is quite common, is that the move to the private sector often comes with a change in identity and lost purpose. But then I found TRM, and thats one of the reasons I really love it here- we've still got that purpose. I still get to work alongside law enforcement every day, and I still get to help catch bad guys — but now I just do it on a more global scale."

Head of Deployment Strategy, APAC

"TRM is a place where I, and others, experience a safe environment to openly challenge ideas, which ultimately helps me learn and grow in my career"

Staff Software Engineer

"At our last company All Hands, we covered two recent cases where law enforcement had leveraged TRM - one helping stop an ISIS terrorist attack, and another helping stop a child sexual abuse operation. I love TRM not just because the people are brilliant, but because we dedicate our time to impact like this."

Kyle Armstrong

Director of Law Enforcement Relations

"My career has been about expanding impact — from handling single cases at the FBI, to supporting investigations nationwide in the Virtual Assets Unit, and now at TRM, helping law enforcement globally. Through Beacon Network, we’ve built something neither the private nor public sector could do alone: a dynamic partnership driving real action against illicit crypto activity worldwide."

Chris Wong

"At TRM, data isn’t just part of the process—it’s the very core of our existence, making it incredibly exciting for a data engineer like me to contribute where everything begins with data."

Staff Software Engineer (Data Platform)

"Every day, I get to work with experts across law enforcement, engineering and law who share a mission to create a safer world for people. We actually fight bad guys, and help the good guys win."

Assistant General Counsel

"I've spent my entire career working to protect the financial system from illicit actors, and now I get to do it on a bigger scale, alongside those who are the very best in the world at what they do, building something really special together."

Ari Redbord

Global Head of Policy

"By coming to TRM from the FBI, I’ve been able to scale my impact of combatting ransomware and nurturing collaboration between the public and private sectors."

"I get to work with some of the smartest people I’ve ever met from 30+ countries, and we spend all day figuring out how to help combat drug trafficking/terrorist financing/elder scams/etc. I can’t imagine anything more fulfilling."

Kevin Tran

Data Science Team Manager

"Some people in tech spend every weekday working on products that are not really making the world a better place. I get so much satisfaction spending my time looking for the smartest people I can find, and saying ‘Would you like work at a company that is making the world a safer place?"

Head of Talent

"In my previous life in the public sector, there was a lot of bureaucracy that slowed down my ability to make an impact. Thats not the case at TRM, people here have high ownership and see through their projects. It’s so rewarding."

"The product we’re building is making a real impact on peoples lives; and I get to build this alongside smart, passionate humans who push me to get better at my craft."

Jenny Gai

Senior Product Marketing Manager

"I can tell you the exact reason I decided to join TRM. When I was conducting my job search, I was evaluating 3 offers and all were in the start-up space. What stood out to me about TRM was very similar criteria to a previous start-up I joined that went public; it has bleeding edge technology, solid funding, very smart people and was experiencing hyper growth. That equation adds up to success."

"I was most excited to join TRM because of our mission, but I didn’t realize how much I’d love working with this team. At TRM, we have a culture of supportive teamwork and close collaboration. My colleagues are some of the most interesting, high-integrity and high-achieving people I know. I’m inspired just by working alongside them."

Kinsey Cronin

Terry Carson

Data Scientist

"TRM offers an unparalleled and remarkable experience. Working at a company with a strong mission in a fast-paced industry is incredibly motivating—especially when you can directly see the difference your efforts make in the real world."

Accounting Manager

"Moving to the private sector from law enforcement can be quite challenging. I think one of the things that I struggled with, and is quite common, is that the move to the private sector often comes with a change in identity and lost purpose. But then I found TRM, and thats one of the reasons I really love it here- we've still got that purpose. I still get to work alongside law enforcement every day, and I still get to help catch bad guys — but now I just do it on a more global scale."

Head of Deployment Strategy, APAC

"TRM is a place where I, and others, experience a safe environment to openly challenge ideas, which ultimately helps me learn and grow in my career"

Staff Software Engineer

"At our last company All Hands, we covered two recent cases where law enforcement had leveraged TRM - one helping stop an ISIS terrorist attack, and another helping stop a child sexual abuse operation. I love TRM not just because the people are brilliant, but because we dedicate our time to impact like this."

Our global team

TRM brings together experts in machine learning, data science, anti-fraud and compliance to crack complex problems and build future-proofed solutions for pre-eminent organizations and public agencies around the world.

Tech Lead, Staff Software Engineer, Data Product (US)

Location

Employment Type

Full time

Location Type

Remote

Department

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 Data Product team collaborates with an experienced group of data scientists, engineers, and product managers to build highly scalable features that power TRM's products and services. As a Senior Data Engineer on the Data Product team, you will be responsible for designing and building mission-critical data services. These features analyze and provide insights into blockchain transaction activity at petabyte scale, and ultimately work to build a safer financial system for billions of people..

The impact you’ll have here:

Build highly scalable features that integrate with dozens of blockchains.

Design and architect intricate data models for optimal storage and retrieval to support sub-second latency for querying blockchain data.

Collaborate across departments, partnering with data scientists, backend engineers, and product managers to design and implement novel data models that enhance TRM’s products.

Collaborate across departments, partnering with data scientists, backend engineers, and product managers to design and implement novel data models that enhance TRM’s products.

You’ll work closely with product managers, data scientists, and customer-facing teams to deeply understand user needs and translate them into scalable data solutions.”

Our best engineers are also exceptional communicators. They write clear design docs, proactively share tradeoffs, and build alignment across disciplines.

Bonus: Experience with LLMs or AI-powered workflows (e.g., prompt engineering, internal tooling, semantic search).

What we’re looking for:

Bachelor's degree (or equivalent) in Computer Science or a related field.

A proven track record, with 5+ years of hands‑on experience in architecting scalable API development, distributed system architecture, guiding projects from initial ideation through to successful production deployment.

Exceptional programming skills in Python, as well as adeptness in SQL or SparkSQL.

Versatility that spans the entire spectrum of data engineering in one or more of the following areas:

In-depth experience with data stores such as BigQuery and Postgres.

You’ve owned 0–1 systems: building pipelines, data platforms, or ML/BI workflows from scratch—not just maintaining legacy.”

You simplify complexity. You’re skilled at writing and communicating technical decisions clearly to both technical and non‑technical stakeholders.

You’re cost-conscious: you design for performance, scale, and efficiency.

You’ve mentored engineers or analysts and enjoy leveling up those around you

In-depth experience with data stores such as BigQuery and Postgres.

Proficiency in data pipeline and workflow orchestration tools like Airflow and DBT.

Expertise in data processing technologies and streaming workflows including Dataflow, Spark, Kafka, and Flink.

Competence in deploying and monitoring infrastructure within public cloud platforms, utilizing tools such as Docker, Terraform, Kubernetes, and Datadog.

Proven ability in loading, querying, and transforming extensive datasets

About the Team:

Our team is spread out over several countries and time zones. To leverage the opportunities and address challenges that come with this working model, we've built a culture grounded in trust, transparency, and adaptability. Even though we're scattered across different time zones, we stay closely connected through open communication and regular check‑ins. Our use of digital tools helps us collaborate seamlessly and work at an impressive pace, delivering results at TRM speed while staying in sync.

The diversity of perspectives and expertise within our team sparks creative exchanges and enhances our problem‑solving capabilities, allowing us to leverage our global synergy to drive innovation and efficiency.

We're driven by a deep sense of ownership, constant pursuit of improvement and an obsession with delivering magical experiences to our customers; these are a core part of our culture.

We're driven by the desire to continuously hone our craft and to this end, we regularly assess our processes, seek feedback, and embrace iterative development to refine what we do.

We structure problems and use the 80/20 rule(for many outcomes, roughly 80% of consequences come from 20% of causes) to identify where to direct our razor‑sharp focus.

Each of us is passionate about excellence and growth, and we're encouraged to challenge the status quo and experiment with new methods. This mindset creates an environment where innovation is part of our daily routine and every team member is an impact‑oriented trailblazer.

By celebrating our successes and learning from our setbacks, we stay agile and forward‑thinking, always striving to elevate our performance and impact.

Learn about TRM Speed in this position:

The team received a request from customers to show the running balance for assets tied to an address within the product. They brainstormed to determine the minimal viable solution that could be delivered within two weeks. The team decided to develop a framework that would facilitate enabling this feature for each chain (such as BTC, ETH, etc.) individually. They successfully implemented and tested this solution for the BTC chain and delivered it to customers within the two‑week timeframe. This approach allowed the team to quickly provide value to customers and establish a repeatable process.

The team was tasked with implementing a new feature that would enable TRM to gather feedback from the user community swiftly. Due to the company's goal of showcasing the feature at an upcoming event, the timeline was tight. The team quickly adjusted to the request, assessed the requirements, and developed a solution that addressed 80% of the needs and could be executed within a very short timeframe. They successfully delivered the feature on schedule, impressing customers with both the functionality and the speed of execution.

The team was tasked with developing a solution to reveal Indirect Exposure through cross‑chain swaps in response to a competitor's similar feature. Before choosing the technical approach, the team consulted with stakeholders to establish a feasible timeline for the implementation. With this input, the team devised a solution that fit the timeline, communicated the tradeoffs to stakeholders, and successfully delivered the solution as promised.

About TRM's Engineering Levels:

Engineer: Responsible for helping to define project milestones and executing small decisions independently with the appropriate trade‑offs between simplicity, readability, and performance. Provides mentorship to junior engineers, and enhances operational excellence through tech debt reduction and knowledge sharing.

Senior Engineer: Successfully designs and documents system improvements and features for an OKR/project from the ground up. Consistently delivers efficient and reusable systems, optimizes team throughput with appropriate trade‑offs, mentors team members, and enhances cross‑team collaboration through documentation and knowledge sharing.

Staff Engineer: Drives scoping and execution of one or more OKRs/projects that impact multiple teams. Partners with stakeholders to set the team vision and technical roadmaps for one or more products. Is a role model and mentor to the entire engineering organization. Ensures system health and quality with operational reviews, testing strategies, and monitoring rigor.

Individual pay is determined by skills, qualifications, experience, and location. The compensation details listed in this posting reflect the US base salary only. The following represents the expected range of compensation for this role:The following represents the expected range of compensation for this role:

The estimated base salary range for this role is $200,000 - $250000.

Additionally, this role may be eligible to participate in TRM’s equity plan.

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

Increase speed and leverage

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

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.

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