Enterprise Agentic Solution Architect

As an Enterprise Agentic Solution Architect , you will serve as the premier technical authority driving the enterprise-wide architecture, engineering, and deployment of Agentic AI and Generative AI platforms. Operating at a highly senior level, your focus extends beyond data science and model training into the rigorous engineering of scalable, high-performance AI systems. You will architect robust, multi-agent frameworks that integrate seamlessly into mission-critical healthcare operations. Furthermore, you will act as a primary technical liaison, partnering directly with executive stakeholders and healthcare customers to translate complex business challenges into highly reliable , autonomous AI solutions., Agentic Architecture & Platform Engineering

Architect scalable, fault-tolerant enterprise platforms for autonomous, multi-agent systems, moving beyond isolated models to comprehensive reasoning engines.

• Design the underlying infrastructure for agent state management, memory, orchestration, and tool utilization using modern frameworks (e.g., AutoGen , LangGraph ).

• Bridge the gap between AI science and software engineering, establishing the technical blueprints for integrating advanced RAG, Graph RAG, and LLMs into high-concurrency production environments.

Executive Leadership & Customer Engagement

Serve as the primary technical advisor to C-suite stakeholders, product leadership, and external healthcare clients, translating business requirements into actionable AI roadmaps.

• Lead technical discussions with customers to build trust in our AI architecture, addressing concerns related to explainability, system latency, and clinical safety.

• Drive cross-functional alignment, ensuring product, engineering, and data science teams are executing against a unified architectural vision.

Advanced AI Strategy & Deep ML Integration

Maintain deep technical oversight over traditional ML, Deep Learning, and Generative AI pipelines to ensure the right tool is utilized for the right problem.

• Oversee the design of robust data ingestion pipelines capable of handling highly complex , multi-modal healthcare data (FHIR, structured records, complex PDFs) for agentic processing.

• Lead initiatives to optimize model serving, inference latency, and computational cost across distributed cloud architectures.

Operational Rigor & Governance

Establish enterprise-wide engineering standards for AI development, including code quality, containerization, CI/CD for ML, and comprehensive system telemetry.

• Architect "security-by-design" AI systems, ensuring strict adherence to healthcare privacy regulations (HIPAA, HITRUST) and implementing guardrails against model drift and hallucinations., 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. As a result, new employees hired for this position will be required to travel to a designated company location for on-site onboarding during their initial days of employment. Travel arrangements and related expenses will be coordinated and paid for by the company in accordance with its travel policy. Applies to new hires with a start date of October 1st 2025 or later.

• Master's degree in computer science , AI, Software Engineering, or related field AND 10+ years of professional experience in software engineering, ML/AI architecture, and distributed systems, * PhD in Computer Science, AI, or related field AND 8 years of experience.
• 3 years of hands-on expertise in building and deploying Agentic workflows and orchestration frameworks (e.g., AutoGen, LangChain) in production environments.
• 5 years of experience in both classical Machine Learning/Deep Learning and modern Generative AI paradigms.
• 5 years of experience architecting scalable backend systems, APIs, and ML infrastructure using Python and cloud-native technologies (AWS/Azure/GCP).
• Demonstrated track record of successful client-facing or executive stakeholder management, with the ability to explain complex architectural concepts to non-technical audiences.

AND

In addition to the above requirements, the following is also required: Expertise in advanced retrieval systems, including Graph RAG and complex document intelligence.

• Extensive experience in system design patterns, microservices architecture, and infrastructure as code.

• Prior experience acting as a Chief Architect or equivalent senior technical leadership role within the healthcare or life sciences sector.

• Deep understanding of MLOps practices, model evaluation, telemetry, and continuous deployment of autonomous systems., Must be legally authorized to work in a country of employment without sponsorship for employment visa status (e.g., H1B status).

Applicable to US Applicants Only:The expected compensation range for this position is $197,600 - $271,700, 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

Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties.

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, Solventum does not expect candidates in this position to perform work in the unincorporated areas of Los Angeles County.

Solventum is an equal opportunity employer. Solventum will not discriminate against any applicant for employment on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or veteran status.

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, 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 you.