Remote Position
Data Scientist – Medical Document Analysis
🌍 Remote · United States
💼 Full-time
Job Description:
- As a Data Scientist specializing in medical document analysis, you will work at the forefront of healthcare NLP.
- You will design, implement, and evaluate advanced natural language understanding (NLU) systems that interpret complex clinical text and support data-driven medical decision making.
- This includes developing models grounded in transformers, generative AI, and research-oriented neural architectures.
- You will collaborate closely with clinical domain experts, fellow data scientists, ML engineers, and product teams to bring research prototypes into production systems.
- You will explore new modeling approaches, optimize training pipelines, and contribute to the long-term direction of Solventum’s deep learning portfolio. Requirements:
- Master's degree or PhD in computer science, mathematics, or related fields or Bachelor’s degree with at least 5 years of IT experience
- Solid experience in Python especially in deep learning for text analysis and libraries such as PyTorch and Transformers
- Solid grasp of statistics and exploratory data analysis
- US citizenship or permanent resident required
- Experience conducting research-driven NLP/NLU work involving representation learning, attention mechanisms, or hybrid neural architectures.
- Ability to self-organize across multiple technical and business contexts, communicating complex findings with clarity and confidence.
- Experience extracting insights from complex clinical datasets and presenting those insights to varied audiences.
- Familiarity with AWS, GitHub, CI/CD, and scalable ML deployment practices.
- Hands-on experience with LLMs, prompting, fine-tuning, or agentic AI frameworks.
- Experience with ETL of large-scale text using tools such as PySpark, Spark NLP, or distributed data frameworks.
- Exposure to clinical coding systems or medical terminologies (e.g., ICD, CPT, SNOMED) is a plus. Benefits:
- Medical
- Dental & Vision
- Health Savings Accounts
- Health Care & Dependent Care Flexible Spending Accounts
- Disability Benefits
- Life Insurance
- Voluntary Benefits
- Paid Absences
- Retirement Benefits Apply tot his job