TRM Labs
Senior or Staff ML Platform Engineer
Job Summary
The ML Platform Engineer at TRM Labs is responsible for designing, developing, and deploying AI and machine learning solutions in the blockchain space. The role involves building data pipelines, ensuring data quality, and integrating AI technologies to support real-time insights and operational efficiency. Candidates should have proficiency in Python, data engineering, and working with large datasets, along with strong problem-solving and communication skills. The position offers opportunities for growth within a fast-paced, remote-first environment focused on impactful global challenges.
Required Skills
Benefits
Job Description
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.
At TRM, we're on a mission to leverage AI and machine learning to build sophisticated intelligence solutions that provide unique insights and actionable data in the blockchain space. As an ML Platform Engineer, you will work alongside a multidisciplinary team of blockchain experts, data scientists, and software engineers to design, develop, and deploy AI-driven solutions that push the boundaries of what's possible in blockchain intelligence. The ML Platform Team has been established from the ground up, bringing together engineers dedicated to enabling data-driven AI and machine learning applications. This role is ideal for someone passionate about innovation and eager to contribute to an emerging field, giving TRM a competitive edge in its next phase of innovation and growth.
The impact you’ll have here:
- Build and enhance AI/ML Model Performance
- Ensure data accuracy, consistency, and reliability, leading to better model training and inferencing
- Build low latency high throughput pipelines to enable real-time AI applications
- Enable AI-powered insights for quick decision-making
- Integrate and evaluate new AI technologies, accelerating innovation
- Help optimize operational costs while adding value
- Collaborate with data science, engineering, and business teams to shift focus on model building instead of data wrangling by embedding AI models into applications and platforms
What we’re looking for:
- Write high-quality code. We mostly work in Python. However, languages can be learned: we care much more about your general engineering skill than knowledge of a particular language or framework.
- Versatility. Experience across the entire spectrum of data engineering, including:
- Data stores (e.g., ClickHouse, ElasticSearch, Postgres, Redis, and Neo4j)
- Data pipeline and workflow orchestration tools (e.g., Airflow, DBT, Luigi, Azkaban, Storm)
- Data processing technologies and streaming workflows (e.g., Spark, Kafka, Flink)
- Deployment and monitoring infrastructure in public cloud platforms (e.g., Docker, Terraform, Kubernetes, Datadog)
- Loading, querying and transforming large data sets
- AI and ML Integration tools like MLflow, Feast, ONNX, Apache Beam
- You're comfortable working with noisy, dirty, and unstructured data to cleanse, scrape and convert it into structured data
- 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
- Passion for building a safer financial system for billions of people.
- Interest in virtual currencies, applications, and their use in financial networks and blockchain analysis is a plus.
Life at TRM Labs
Leadership Principles
Our LPs are foundational elements of our strategy, guiding how we make decisions, how we treat each other, and how we behave 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
Join a mission-driven team of industry leaders and make a real-world impact—disrupting terrorist networks, recovering stolen funds, and more. At TRM, 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 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.
Privacy Policy
By submitting your application, you are agreeing to allow TRM to process your personal information in accordance with the TRM Privacy Policy
Learn More: Company Values | Interviewing | FAQs
TRM Labs
TRM Labs’ trusted blockchain intelligence allows you to detect and monitor crypto crime and conduct investigations. Learn more.
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