TRM Labs

Full Stack Data Scientist

TRM Labs

full-time

Posted on:

Location Type: Remote

Location: United States

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Tech Stack

Python

About the role

  • Design, build, and productionize machine learning models focused on:
  • Knowledge extraction from unstructured data (e.g., NER, entity linking)
  • Graph-based learning and inference
  • Entity resolution and relationship discovery
  • Evaluate and leverage existing ML models and frameworks to solve real-world problems efficiently
  • Partner closely with backend and graph engineers to integrate ML models into production services and APIs
  • Contribute to the design and evolution of knowledge graphs and ontologies
  • Perform exploratory data analysis (EDA) to inform modeling decisions and system design
  • Own ML components end-to-end, including experimentation, evaluation, deployment, and iteration
  • Help shape best practices for applied ML within the Knowledge Layer team

Requirements

  • 5+ years of experience in data science, machine learning engineering, or applied ML
  • Strong programming experience in Python
  • Hands-on experience building, training, or deploying machine learning models in production
  • Familiarity with NLP or information extraction techniques, such as Named Entity Recognition (NER), text classification, or embedding-based approaches
  • Experience or strong interest in knowledge graphs, graph data, or graph-based ML
  • Solid software engineering fundamentals, including building and maintaining APIs or services
  • Ability to translate ambiguous problem spaces into practical ML solutions
  • Strong communication skills and comfort collaborating with engineers across disciplines
Benefits
  • Health insurance
  • 401(k)
  • Flexible work arrangements
  • Paid time off
  • Professional development opportunities
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learningknowledge extractionNamed Entity Recognitionentity linkinggraph-based learningentity resolutionrelationship discoveryexploratory data analysisPythonNLP
Soft Skills
strong communicationcollaborationproblem-solving