Senior Data Scientist

Solventum

Hybrid
Python deep learning for text analysis
Pytorch and transformers libraries
Transformer-based architecture development
Solventum is seeking a Senior Data Scientist specializing in medical document analysis to develop natural language understanding systems that enhance clinical decision-making. The ideal candidate will have a strong background in deep learning, particularly in NLP, and be comfortable collaborating with clinical and technical teams

Job Summary

  • Solventum is a new healthcare company focused on solving big challenges to improve lives through empathy and clinical intelligence.
  • The role involves designing advanced natural language understanding systems that interpret complex clinical text to support data-driven medical decisions.
  • Candidates must be able to deploy models into cloud environments while ensuring reliability, observability, and compliance within regulated healthcare systems.

Matching Summary

Match Score: 85

Solventum is seeking a Senior Data Scientist specializing in medical document analysis to develop natural language understanding systems that enhance clinical decision-making. The ideal candidate will have a strong background in deep learning, particularly in NLP, and be comfortable collaborating with clinical and technical teams.

Skills & Requirements

Must-have

  • Python deep learning for text analysis
  • PyTorch and Transformers libraries
  • Transformer-based architecture development
  • Clinical dataset processing and enrichment
  • Model bias and hallucination mitigation
  • Cloud deployment in regulated environments

Nice-to-have

  • Experience with agentic AI frameworks
  • Familiarity with AWS and CI/CD pipelines
  • Knowledge of ICD, CPT, SNOMED terminologies
  • Strong communication with non-technical audiences
  • Self-organization across multiple contexts

Key Requirements

  • Master's degree or PhD in CS/Mathematics
  • Bachelor's degree with 5+ years IT experience
  • US citizenship or permanent resident status required
  • No sponsorship available for employment visa

Work Rights

Must have US citizenship or permanent resident status

Tailored Resume

Cover Letter