Senior Data Scientist

The Role

The Impact You’ll Make in this Role

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.

Qualifications

• 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

Additional Qualifications

• 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

Work Location

Remote

Onboarding Requirement

To improve the onboarding experience, you will have an opportunity to meet with your manager and other new employees as part of the Solventum new employee orientation.

Benefits

Supporting Your Well-being

Solventum offers many programs to help you live your best life – both physically and financially.

To ensure competitive pay and benefits, Solventum regularly benchmarks with other companies that are comparable in size and scope.

Onboarding Requirement

To improve the onboarding experience, you will have an opportunity to meet with your manager and other new employees as part of the Solventum new employee orientation.

Travel arrangements and related expenses will be coordinated and paid for by the company in accordance with its travel policy.

Applicable to US Applicants Only

The expected compensation range for this position is $124,000 - $170,500, which includes base pay plus variable incentive pay, if eligible.

This range represents a good faith estimate for this position.

The specific compensation offered to a candidate may vary based on factors including, but not limited to, the candidate’s relevant knowledge, training, skills, work location, and/or experience.

In addition, this position may be eligible for a range of benefits (e.g., Medical, Dental & Vision, Health Savings Accounts, Health Care & Dependent Care Flexible Spending Accounts, Disability Benefits, Life Insurance, Voluntary Benefits, Paid Absences and Retirement Benefits, etc.)

Additional information is available at: https://www.solventum.com/en-us/home/our-company/careers/#Total-Rewards