Transcarent

San Francisco
201-500 employees
Our personalized, guided experience puts people in charge of their health. High-quality, connected care in as little as 60 seconds, all in one place.

Senior Machine Learning Engineer - LLM

Senior Machine Learning Engineer - LLM

What you’ll do: 

  • Foundation Model Identification: 
    • Identify and evaluate suitable foundation models for health and care applications, ensuring robust performance in the medical interview context. 
  • Cross-functional Collaboration: 
    • Collaborate closely with cross-functional teams, including Data Scientists, Software Engineers, and Product Managers, to comprehend business requirements and identify opportunities for applying NLP and LLM models. 
  • Scalable Data Pipelines: 
    • Design and implement scalable, efficient, and automated data pipelines for tuning, evaluating, and monitoring LLM models specifically tailored for medical interview scenarios. 
  • Stay Current with Research: 
    • Stay abreast of the latest advancements in NLP and LLM research and apply this knowledge to continually enhance the performance and capabilities of our chatbot models. 
  • Documentation: 
    • Document the entire lifecycle of the design, development, and deployment processes of LLM models, ensuring comprehensive documentation for future reference and collaboration. 

What we’re looking for: 

  • Bachelor's or master's degree in computer science, Statistics, Mathematics, Data Science, or a related field. 
  • 5+ years of hands-on experience in developing and implementing language ML models and experience with modern transformer based LLM models and algorithms. 
  • Production Deployment: 
    • Proven experience in successfully developing and deploying machine learning models in a production environment, with a focus on scalability and reliability. 
  • Programming Skills: 
    • Strong programming skills in Python and SQL, with the ability to create efficient and maintainable code for machine learning applications. 
  • Problem-Solving: 
    • Strong problem-solving skills and the ability to work both independently and collaboratively within a team environment. 
  • Communication Skills: 
    • Excellent written and verbal communication skills, facilitating effective collaboration and communication across teams. 
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