Data Scientist - NLP & Generative AI (Remote)

About the Role

We are seeking a Data Scientist - NLP & Generative AI to join our innovative team at Solventum. This remote position allows you to work at the forefront of healthcare technology, focusing on natural language processing (NLP) and generative AI. You will play a crucial role in designing and implementing advanced natural language understanding (NLU) systems that interpret complex clinical texts, ultimately supporting data-driven medical decision-making.

What You'll Do

• Design and implement NLP/NLU applications that enhance clinical understanding of medical documents.
• Translate business and clinical requirements into measurable and reliable models.
• Process and enrich diverse structured and unstructured medical datasets for deep learning and large language models (LLMs).
• Develop and evaluate deep learning models, including transformer-based architectures.
• Understand and mitigate model weaknesses, including bias and robustness concerns.
• Deploy models into Solventum’s cloud environment, ensuring compliance within regulated healthcare systems.
• Stay current with emerging research in NLP and LLMs, identifying opportunities to advance Solventum’s initiatives.

Requirements

• Master's degree or PhD in computer science, mathematics, or related fields, or a Bachelor’s degree with at least 5 years of IT experience.
• Solid experience in Python, particularly in deep learning for text analysis using libraries like PyTorch and Transformers.
• Strong grasp of statistics and exploratory data analysis.
• US citizenship or permanent resident required.

Nice to Have

• Experience in research-driven NLP/NLU work involving representation learning and attention mechanisms.
• Ability to communicate complex findings clearly across technical and non-technical audiences.
• Familiarity with AWS, GitHub, CI/CD practices, and scalable ML deployment.
• Hands-on experience with LLMs, prompting, fine-tuning, or agentic AI frameworks.
• Exposure to clinical coding systems or medical terminologies (e.g., ICD, CPT, SNOMED).

What We Offer

• Competitive salary range of $106,000 - $145,750, including variable incentive pay.
• Comprehensive benefits package including Medical, Dental & Vision, Health Savings Accounts, and Retirement Benefits.
• Flexible remote work environment that prioritizes your well-being.
• Opportunities for professional growth and development within a supportive team.
• Onboarding support to ensure a smooth transition into your new role.

Join us at Solventum as a Data Scientist - NLP & Generative AI and contribute to the future of healthcare. Apply now to be part of a team dedicated to improving lives through innovative technology.