Work at the forefront of healthcare NLP
Design, implement, and evaluate advanced natural language understanding (NLU) systems that interpret complex clinical text
Develop models grounded in transformers, generative AI, and research-oriented neural architectures
Collaborate closely with clinical domain experts, fellow data scientists, ML engineers, and product teams
Explore new modeling approaches
Optimize training pipelines
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 is a plus
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 is a plus
Familiarity with AWS, GitHub, CI/CD, and scalable ML deployment practices
Hands-on experience with LLMs, prompting, fine-tuning, or agentic AI frameworks is a plus
Experience with ETL of large-scale text using tools such as PySpark, Spark NLP, or distributed data frameworks is a plus
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

Applicant Tracking System Keywords

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

Hard Skills & Tools

natural language processingnatural language understandingdeep learningtransformersgenerative AIPythonstatisticsexploratory data analysisrepresentation learningattention mechanisms

Soft Skills

self-organizationcommunicationclarityconfidence

Certifications

Master's degreePhDBachelor’s degree