{"id":935797,"url":"https://alion.io/job/solventum-ai-architect-modern-ai-applications","title":"AI Architect - Modern AI Applications","company":{"id":6402,"name":"Solventum Corporation","domain":"solventum.com","url":"https://alion.io/company/solventum","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":79,"open_postings":64,"ghost_share":0,"stale_share":0.859,"repost_share":0,"time_to_fill_p50_days":36,"computed_at":"2026-11-05T05:54:30Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"staff","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":36000,"max_usd":83000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":13},"experience_years_min":10,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A2A","optional":false},{"name":"AI Agents","optional":false},{"name":"HIPAA","optional":false},{"name":"Hugging Face","optional":false},{"name":"Hybrid Search","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangChain","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"LLMOps","optional":false},{"name":"Machine Learning","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"Multi-Agent Systems","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"TensorFlow","optional":false},{"name":"Terraform","optional":false},{"name":"AutoGen","optional":true},{"name":"CrewAI","optional":true},{"name":"Fine-tuning","optional":true},{"name":"GraphRAG","optional":true},{"name":"Knowledge Graph","optional":true},{"name":"LangGraph","optional":true},{"name":"LLM Guardrails","optional":true},{"name":"LoRA","optional":true},{"name":"Model Distillation","optional":true},{"name":"Neo4j","optional":true},{"name":"PEFT","optional":true},{"name":"Ragas","optional":true},{"name":"Semantic Kernel","optional":true},{"name":"SQL","optional":true},{"name":"Transformers","optional":true},{"name":"TruLens","optional":true}],"status":"live","first_seen_at":"2026-09-12T00:00:00Z","employer_posted_date":"2026-09-12","last_verified_at":"2026-11-05T03:07:45Z","board_verified":true,"closed_at":null,"days_open":54,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":54},"description":"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:\nAI Architect - Modern AI Applications\n3M Health Care is now Solventum\nAt 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.\nWe 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.\nThe Impact You’ll Make in this Role\nAs 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.\nThis role is focused on building scalable AI platforms and frameworks from scratch and is not a data science or model experimentation role.\nKey Responsibilities\nHealthcare-Focused AI Development\nArchitect, design and develop AI platform to support large language models to handle healthcare-specific language, regulatory requirements, and ethical considerations.\n\nFrameworks which can support AI pipelines that can process structured and unstructured healthcare data (FHIR, HL7, clinical notes, claims data).\n\nContribute to domain-specific model architectures that improve clinical decision-making, revenue cycle management, and patient engagement.\n\nTechnical Leadership\nServe as the primary technical authority on any AI Platform related development within product teams.\n\nMentor junior AI designers and engineers through code reviews, research guidance, and technical workshops.\n\nDrive internal knowledge-sharing on emerging AI trends, frameworks, and best practices.\n\nOperational & Compliance Excellence\nImplement rigorous model evaluation frameworks for accuracy, robustness, and fairness.\n\nEnsure compliance with healthcare privacy and data security regulations (HIPAA, HITRUST).\n\nPartner with engineering to move research prototypes into production environments.\n\nRequired Qualifications\nMaster’s in Computer Science, AI, Machine Learning, or related field AND 10+ years of experience in developing AI/ML platform on Cloud & on-Prem.\n\nOr\n15+ software engineering background in AI, Machine Learning, or related field with 10+ years of experience in building AI/ML platforms.\n\nProficiency in Python, and modern ML libraries.\n\nExperience with GenAI, LLMs, transformer architectures, and advanced Model Routing (dynamically selecting and orchestrating open-source vs. proprietary models based on latency, cost, and capability tiers).\n\nSkilled with AI development tools and frameworks (PyTorch, TensorFlow, Hugging Face, LangChain, LlamaIndex).\n\nDeep expertise in building enterprise-grade RAG systems, including advanced chunking, hybrid search, vector database management, and retrieval optimization.\n\nHands-on experience with autonomous AI agents and reasoning systems, specifically mastering Agent-to-Agent (A2A) communication protocols and the Model Context Protocol (MCP) for multi-agent orchestration.\n\nAdvanced skills in Agent Context Management, including context window optimization, stateful memory injection, caching strategies, and managing long-running agent contexts.\n\nProven ability in Observability, Logging, and Scalable systems, including specialized LLM/Agent tracing to monitor reasoning steps, token usage, and system latency.\n\nStrong track record applying AI architectures to scalable, generic enterprise platforms and complex use cases.\n\nStrong background with cloud platforms, On-Prem deployments, and MLOps/LLMOps practices.\n\nStrong background in containerization and infrastructure as code (Kubernetes, Terraform, etc.).\n\nPreferred Skills\nExperience with Knowledge Graph DBs (e.g., Neo4j), NoSQL/SQL databases, and native Vector databases, particularly in designing advanced GraphRAG and hybrid-retrieval architectures.\n\nFamiliarity with advanced multi-agent orchestration frameworks (e.g., LangGraph, AutoGen, CrewAI, Semantic Kernel) for complex, stateful workflow execution.\n\nProven ability to take complex AI Architecture/Design-especially non-deterministic LLM and multi-agent systems-from concept to highly available, production-grade deployments.\n\nExperience with LLM Evaluation frameworks (e.g., Ragas, TruLens, LLM-as-a-Judge) to continuously monitor and score agent reasoning and RAG retrieval quality.\n\nKnowledge of model fine-tuning techniques (LoRA, PEFT) and model distillation to create smaller, task-specific models that optimize cost and latency within the model routing layer.\n\nFamiliarity with implementing platform-wide AI guardrails, prompt injection defenses, and output validation mechanisms.\n\nWork location: Bangalore, India\nMode of Work: Hybrid\nTravel: Domestic: upto 20%\nSupporting Your Well-being\nSolventum 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.\nBy applying to this position, you acknowledge that Solventum recently publicly announced its intention to divest its Health Information Systems Business. See Solventum Announces Intent to Separate its Health Information Systems Business :: Solventum Corporation Newsroom. No decision has been made regarding the ultimate structure or timing of any potential transaction, and there can be no assurance that a separation will occur. Any transaction would be subject to customary approvals, including approval by Solventum's Board of Directors, regulatory requirements and other customary conditions. This position supports the Health Information Systems Business. If a future transaction involving that business were to occur, the impact on this role would be determined as part of that process and would remain subject to applicable legal requirements, approvals and business decisions.\nSolventum 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.\nPlease 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.\nPlease 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.\nSolventum Global Terms of Use and Privacy Statement\nCarefully read these Terms of Use before using this website. Your access to and use of this website and application for a job at Solventum are conditioned on your acceptance and compliance with these terms.\nPlease access the linked document by clicking here. 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