Data Scientist - Medical document analysis

Thank you for your interest in joining Solventum. Solventum is a new healthcare company with a long legacy of solving big challenges that improve lives and help healthcare professionals perform at their best. At Solventum, people are at the heart of every innovation we pursue. Guided by empathy, insight, and clinical intelligence, we collaborate with the best minds in healthcare to address our customers’ toughest challenges. While we continue updating the Solventum Careers Page and applicant materials, some documents may still reflect legacy branding. Please note that all listed roles are Solventum positions, and our Privacy Policy: https://www.solventum.com/en-us/home/legal/website-privacy-statement/applicant-privacy/ applies to any personal information you submit. As it was with 3M, at Solventum all qualified applicants will receive consideration for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

Job Description:

Data Scientist for medical document analysis (Solventum)

3M Health Care is now Solventum

At Solventum, we enable better, smarter, safer healthcare to improve lives. As a new company with a long legacy of creating breakthrough solutions for our customers’ toughest challenges, we pioneer game-changing innovations at the intersection of health, material and data science that change patients' lives for the better while enabling healthcare professionals to perform at their best. Because people, and their wellbeing, are at the heart of every scientific advancement we pursue.

We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy. Because at Solventum, we never stop solving for you.

The Impact You’ll Make in this Role:

As a data scientist, you'll create tools for automatic processing and analysis of medical documents and build deep learning models for medical decision making using state-of-the-art technologies such as transformers and generative AI and through close collaboration with our experienced domain experts. Together with your teammates, you will scope applications, train and evaluate models and deploy models into one of our product pipelines. You will also establish requirements with our domain experts, evaluate data quality and communicate development progress. Finally, you will contribute to the strategic development of our deep learning portfolio by keeping up with the state of research and identifying promising opportunities.

You will make an impact by:

• Translating business requirements into mathematical criteria

• Processing and merging diverse datasets for deep learning, LLM or agentic AI

• Training and evaluating models

• Understanding and mitigating weaknesses of models

• Deploying models into our cloud environment

Your Skills and Expertise 

To set you up for success in this role from day one, Solventum requires (at a minimum) the following 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

• Gov cloud clearance needed (US citizenship required, clearance could be completed within the first 6 month after hiring)

Additional qualifications that will help you succeed in the role:

• Ability to self-organize and communicate on multiple technical/business levels

• Ability to extract insights from complicated data and present to an audience

• Familiarity with AWS, Github, etc.

• Experience with LLMs and agentic AI frameworks

• Experienced in the ETL of large-scale textual data using tools such as PySpark

Work location:

• Hybrid Eligible

Travel: Relocation Assistance: Not authorized

Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status).

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