Humana
US - New York - New York
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Own the architecture and production operation of AI systems, including clinical LLM tools, RAG pipelines, agent workflows, and automation; guide model selection and fine-tuning and establish evaluation frameworks focused on safety, accuracy, and clinical relevance. Partner with product, design, clinical, and data teams to develop useful care-delivery features, while ensuring systems comply with HIPAA and Humana's Responsible AI standards.
Requirements: Requires a bachelor's or master's degree in a relevant field or equivalent experience, at least eight years of software engineering experience, and at least four years focused on production AI/ML systems. Candidates need hands-on expertise with LLMs, Python and TypeScript, RAG and vector search, model and agent evaluation, multi-agent systems, secure handling of PHI, and AI-assisted development tools; healthcare experience and cloud-platform experience are preferred.
Key Skills: Software Engineering, AI/ML Systems, Large Language Models, Python, TypeScript, LangChain, LlamaIndex, Retrieval-Augmented Generation, Vector Search, Model Fine-Tuning, LLM Evaluation, Multi-Agent Systems, AI Architecture, HIPAA Compliance, Responsible AI, Clinical Informatics
Benefits: Medical Benefits, Dental Benefits, Vision Benefits, 401(K) Retirement Savings Plan, Paid Time Off, Company Holidays, Personal Holidays, Paid Parental Leave, Paid Caregiver Leave, Short-Term Disability, Long-Term Disability, Life Insurance, Bonus Incentive Plan
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