Job Description:
Job Description:
AI Architect – Modern AI Applications
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 AI Architect with deep expertise in Machine learning, Agentic AI, Generative AI, and Natural Language Understanding (NLU), you will lead high-impact AI Platform development for 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 platform/solutions that are explainable, reliable, and transformative for healthcare operations.
This role is focused on building scalable AI platforms and frameworks from scratch and is not a data science or model experimentation role.
Key Responsibilities
Healthcare-Focused AI Development
- Architect, design and develop AI platform to support large language models to handle healthcare-specific language, regulatory requirements, and ethical considerations.
- Frameworks which can support 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 any AI Platform related development within product teams.
- Mentor junior AI designers 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.
Required Qualifications
- Master’s in Computer Science, AI, Machine Learning, or related field AND 10+ years of experience in developing AI/ML platform on Cloud & on-Prem.
Or
- 15+ software engineering background in AI, Machine Learning, or related field with 10+ years of experience in building AI/ML platforms.
- 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.
- Strong background with cloud platforms ,On Prem and MLOps/LLMOps practices.
- Strong background in Kubernetes , Terraforms etc.,
- Proven ability in Observability, Logging and Scalable systems
Preferred Skills
- Knowledge graph db, No SQL/SQL DB
- Proven ability to take Architecture/Design from concept to production.
For current employees, internal transfer restrictions may not apply. For more details, contact your local recruiter/HR team.
Work location:
- India
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.
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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