AI Architect

🕒 August 13

🔔 Pennsylvania – Remote

🔔 Pennsylvania – Remote

💵 $184.4k - $253.6k / year

⏰ Full Time

🟠 Senior

🔴 Lead

🤖 AI Engineer

👻 Ghost score 10%

What it means: how likely this posting is sitting open without active hiring.How to read it: 60% or higher means we think this is a ghost. Lower scores are less of a worry.How we score it: age, reposts, open roles vs team size, how fast jobs close, and whether pay is listed.Fine print: an estimate from public data, not a judgment of the company. Real jobs can score high, so treat it as a hint, not a fact.

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Solventum

WebsiteLinkedInAll Job Openings

10,000+ employees

🏥 Healthcare

📦 Logistics

💼 Consulting

Healthcare • Logistics • Consulting

Solventum is a healthcare-focused company renowned for its innovative solutions aimed at improving medical and oral care outcomes. The company offers a variety of medical technologies, including advanced wound care, surgical solutions, and sterilization products. Solventum also provides advanced oral care solutions, health information and technology services, and purification and filtration products for biopharmaceutical applications. Furthermore, Solventum places a strong emphasis on sustainability and education, providing resources and training for healthcare professionals globally. Their commitment to innovation and better healthcare has made them a leader in the healthcare industry, dedicated to enhancing patient safety and healthcare efficiencies.

📋 Description

• Lead high-impact AI platform development for healthcare information systems applications • Architect, design, and develop AI platforms supporting large language models for healthcare-specific language, regulatory requirements, and ethical considerations • Build frameworks supporting AI pipelines that process structured and unstructured healthcare data, including FHIR, HL7, clinical notes, and claims data • Contribute to domain-specific model architectures improving clinical decision-making, revenue cycle management, and patient engagement • Serve as primary technical authority for AI platform 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 • Implement model evaluation frameworks for accuracy, robustness, and fairness • Ensure compliance with HIPAA and HITRUST requirements • Partner with engineering to move research prototypes into production environments • Build scalable AI platforms and frameworks from scratch rather than focusing on data science or model experimentation

🎯 Requirements

• Master’s in Computer Science, AI, Machine Learning, or related field AND 10+ years of experience developing AI/ML platforms on Cloud & On-Prem; OR 15+ years of software engineering background in AI, Machine Learning, or related field with 10+ years of experience building AI/ML platforms • Proficiency in Python and modern ML libraries • Experience with GenAI, LLMs, transformer architectures, and advanced model routing • Skilled with PyTorch, TensorFlow, Hugging Face, LangChain, and LlamaIndex • Deep expertise building enterprise-grade RAG systems, including advanced chunking, hybrid search, vector database management, and retrieval optimization • Hands-on experience with autonomous AI agents and reasoning systems, including A2A communication protocols and MCP for multi-agent orchestration • Advanced agent context management, including context-window optimization, stateful memory injection, caching strategies, and long-running agent contexts • Proven ability in observability, logging, and scalable systems, including LLM/agent tracing • Strong track record applying AI architectures to scalable enterprise platforms and complex use cases • Strong background with cloud platforms, on-prem deployments, and MLOps/LLMOps practices • Must be legally authorized to work in the country of employment without employment-visa sponsorship • May include up to 10% domestic travel

🏖️ Benefits

• Medical, Dental & Vision • Health Savings Accounts • Health Care & Dependent Care Flexible Spending Accounts • Disability Benefits • Life Insurance • Voluntary Benefits • Paid Absences • Retirement Benefits • Company-paid travel and expenses for required on-site onboarding • Remote work arrangement