Senior MLOps Engineer

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 MLOps 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 MLOps 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.

Learn about TRM Speed in this position:

• Rapid Issue Resolution. TRM Engineers identify and resolve critical onsite issues in minutes to hours, not weeks. We create virtual war rooms, implement fixes, and share lessons with both customer stakeholders and internal teams within 48 hours.
• Navigating Bureaucracy. We anticipate and address procedural hurdles, build trust with key stakeholders, and find alternative pathways to approvals. This keeps projects moving even in complex environments.
• Efficient Knowledge Transfer. Engineers document and share updates in real time, ensuring the entire team—onsite and remote—has full visibility into plans, blockers, and resolutions. Knowledge sharing sessions and clear documentation reduce friction and accelerate delivery.

Engineer: Responsible for helping to define project milestones and executing small decision decisions independently with the appropriate tradeoffs 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 tradeoffs, 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.

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.

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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