Job Description:
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 Principal AI Scientist with deep expertise in Agentic AI, Generative AI, and Natural Language Understanding (NLU), you will lead high-impact technical innovation in HIS applications. In this role, you will be a hands-on research and development leader - driving technical breakthroughs, designing novel AI architectures, and directly influencing the integration of advanced AI into mission-critical healthcare products. You will collaborate closely with other scientists, engineers, and domain experts to create solutions that are explainable, reliable, and transformative for healthcare operations.
Key Responsibilities
Research & Innovation
- Design, prototype, and evaluate novel AI models for autonomous, agent-based systems in healthcare workflows.
- Advance state-of-the-art NLU for clinical, operational, and administrative healthcare text.
- Explore and implement new capabilities in reasoning, decision-making, and multi-modal understanding.
Healthcare-Focused AI Development
- Adapt and fine-tune large language models to handle healthcare-specific language, regulatory requirements, and ethical considerations.
- Create AI pipelines that can process structured and unstructured healthcare data (FHIR, HL7, clinical notes, claims data).
- Contribute to domain-specific model architectures that improve clinical decision-making, revenue cycle management, and patient engagement.
Technical Leadership
- Serve as the primary technical authority on Agentic and Generative AI within project teams.
- Mentor junior AI scientists and engineers through code reviews, research guidance, and technical workshops.
- Drive internal knowledge-sharing on emerging AI trends, frameworks, and best practices.
Operational & Compliance Excellence
- Implement rigorous model evaluation frameworks for accuracy, robustness, and fairness.
- Ensure compliance with healthcare privacy and data security regulations (HIPAA, HITRUST).
- Partner with engineering to move research prototypes into production environments.
Your Skills and Expertise
Required Qualifications
- PhD or Master’s in Computer Science, AI, Machine Learning, or related field.
- 5+ years of experience in AI/ML, with a strong portfolio of deployed models.
- Proficiency in Python, R, and modern ML libraries.
- Experience with GenAI, LLMs, and transformer architectures.
- Skilled with AI development tools and frameworks (PyTorch, TensorFlow, Hugging Face, LangChain, RAG systems).
- Hands-on experience with autonomous AI agents and reasoning systems.
- Strong track record applying AI to healthcare or life sciences use cases.
- Familiarity with cloud platforms (AWS) and MLOps practices.
Preferred Skills
- Multi-modal AI research experience (text, image, structured data).
- Knowledge graph integration and symbolic reasoning expertise.
- Proven ability to take AI research from concept to production.
Work location:
Hybrid in Wroclaw, Poland
Travel: May include up to 10%
Must be legally authorized to work in country of employment without sponsorship for employment visa status.
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.
Diversity & Inclusion
(*) We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, gender, sexual orientation, age, civil status, disability, family status, or membership of the travelling community.
Solventum is committed to maintaining the highest standards of integrity and professionalism in our recruitment process. Applicants must remain alert to fraudulent job postings and recruitment schemes that falsely claim to represent Solventum and seek to exploit job seekers.
Please note that all email communications from Solventum regarding job opportunities with the company will be from an email with a domain of @solventum.com. Be wary of unsolicited emails or messages regarding Solventum job opportunities from emails with other email domains.
Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.
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Top Skills
What We Do
At Solventum, we enable better, smarter, safer healthcare to improve lives. We never stop solving for you
