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Senior Software Engineer Graph Analytics

TRM Labs remote

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$401k · Senior Full-time Posted about 3 years ago 4 min read

At TRM, we're on a mission to build a safer financial system for billions of people around the globe. Our next-generation platform, which combines threat intelligence with machine learning, enables financial institutions and governments to detect cryptocurrency fraud and financial crime on an unprecedented scale.

As a Senior Software Engineer on the Graph Analytics team, you will build scalable graph systems that analyze large networks of cryptocurrency transactions. You will collaborate closely with engineers, data scientists, and investigators to design mission-critical graph algorithms that analyze flows of funds. In the position, you will have the opportunity to leverage your experience working with distributed databases and graph processors to implement real-time graph algorithms at the multi-blockchain scale. You will also collaborate with data science teams to identify opportunities to apply graph theory tools and techniques to various predictive learning problems.

Your responsibilities will include:

Designing and implementing graph algorithms that analyze large cryptocurrency transaction networks at multi-blockchain scale
Researching new graph-native technology to evaluate the benefit to data science and data engineering teams at TRM
Working on a highly cross-functional team that collaborates with cryptocurrency investigators to identify key user stories and requirements for new graph algorithms and features
Understanding and refining TRM’s risk models which analyze large networks of cryptocurrency transactions to assign risk scores to addresses
Communicating complex implementation details to a variety of audiences from investigators and customer success stakeholders to data engineers and data scientists
Integrating with a diverse set of data inputs ranging from raw blockchain data to complex model outputs

Some of the traits we value:

Your academic background is in a quantitative field such as Computer Science, Mathematics, Engineering, or Physics.
You have strong knowledge of algorithm design and data structures, and have experience applying this knowledge towards real-world problems.
You have experience optimizing large-scale distributed data processing systems such as Apache Spark, Apache Hadoop, Dask, and distributed graph databases.
You have experience converting academic research into products and have worked with research teams that regularly ship new features.
You have strong programming experience with Python and SQL.
You are an excellent communicator skilled at tailoring explanations of complex topics to technical and non-technical audiences.
You are delivery-oriented. You are able to lead and execute new features start to finish.
You are autonomous and own what you work on. You move fast and get things done.
You are knowledgeable of basic graph theory concepts.
You are knowledgeable of cryptocurrencies and blockchain theory
Familiarity with advanced graph theory concepts including graph neural networks, graph node embedding algorithms, maximum flow algorithms, random walk algorithms, etc.
Experience working with graph databases and/or distributed databases
Experience working with Spark and Airflow

About TRM

TRM Labs is a blockchain intelligence company that helps financial institutions, crypto businesses and government agencies detect and investigate crypto-related financial crime and fraud. Our products are trusted by leading companies including PayPal, Visa, FTX, Uniswap, Anchorage, and federal agencies such as the FBI and IRS. Every day, we tackle challenges in data engineering, data science, and threat intelligence to advance our mission to build a safer financial system for billions of people.

To accomplish our mission, we have raised nearly $80M from JPMorgan Chase, Visa, Citi, PayPal, Block, Tiger Global and Bessemer. Our team is made up of world class experts from the FBI, U.S. Secret Service, US Treasury Department, McKinsey, Coinbase, and top-tier tech companies.

TRM is a remote-first workplace, with hubs in San Francisco, Washington, DC and London. We are looking for people with grit, passion, and humility to join our global team.

Our Values

Impact Oriented Trailblazer - We define high-impact targets through customer centricity, prioritization, and adaptability.
Master Craftsperson - We execute efficiently to achieve goals through good judgment, velocity, and grit.
Inspiring Colleague - We elevate team performance through integrity, apprenticeship, and positive energy.

Our Employee Benefits

Remote-first work environment, with optional in-person offices
Regular team off-sites and retreats
Competitive salaries and stock options
Premium health, dental, and vision insurance
FSA, HSA, and 401K programs
Life & disability coverage
Paid time for vacations, volunteering, sick leave, and generous parental leave
Fitness, co-working, and home office reimbursements
Professional learning and development stipends

We encourage you to reach out even if your experience doesn't precisely match the job description. Do not worry about picking exactly the right job; we can always explore other options after starting the conversation. Your passion and interests will set you apart, especially if your background or career is unconventional. Join us!

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