2 дня назад
AI Architect (Healthcare AI)
184 400 - 253 550$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Architect (Healthcare AI): Building scalable AI platforms and frameworks for healthcare applications with an accent on generative AI, LLMs, agentic systems, and healthcare data. Focus on designing enterprise-grade RAG and multi-agent architectures, optimizing model routing and context management, and moving explainable, compliant AI systems into production.
Location: Remote - US; up to 10% domestic travel. Initial on-site onboarding at a designated company location is required. Relocation assistance is not authorized.
Salary: $184,400–$253,550 annually, including base pay and variable incentive pay if eligible.
Company
is a healthcare company developing solutions at the intersection of health, materials, and data science.
What you will do
- Architect and develop scalable AI platforms supporting large language models for healthcare-specific language, regulatory requirements, and ethical considerations.
- Build frameworks and pipelines for structured and unstructured healthcare data, including FHIR, HL7, clinical notes, and claims data.
- Develop AI architectures supporting clinical decision-making, revenue cycle management, and patient engagement.
- Serve as the technical authority for AI platform development and mentor AI designers and engineers through reviews, research guidance, and workshops.
- Implement model evaluation, observability, logging, and LLM/agent tracing for accuracy, robustness, fairness, token usage, and latency.
- Partner with engineering to move research prototypes into highly available production environments while meeting HIPAA and HITRUST requirements.
Requirements
- Master’s degree in Computer Science, AI, Machine Learning, or a related field plus 10+ years of AI/ML platform development experience, or 15+ years of AI/software engineering experience with 10+ years building AI/ML platforms.
- Proficiency in Python and modern machine learning libraries, including PyTorch, TensorFlow, Hugging Face, LangChain, and LlamaIndex.
- Experience with generative AI, LLMs, transformer architectures, model routing, autonomous agents, A2A communication protocols, and MCP.
- Deep experience building enterprise RAG systems, including advanced chunking, hybrid search, vector databases, retrieval optimization, and agent context management.
- Background in cloud and on-premises deployments, scalable systems, MLOps/LLMOps, observability, and production AI platforms.
- Must be legally authorized to work in the United States without employment visa sponsorship.
Nice to have
- Experience with knowledge graph, NoSQL, SQL, and vector databases, including GraphRAG and hybrid retrieval architectures.
- Experience with Kubernetes, Terraform, multi-agent orchestration frameworks, and LLM evaluation tools such as Ragas, TruLens, or LLM-as-a-Judge.
- Knowledge of LoRA, PEFT, model distillation, AI guardrails, prompt injection defenses, and output validation.
Culture & Benefits
- Healthcare-focused work centered on improving patient outcomes and supporting healthcare professionals.
- Medical, dental, and vision coverage, health savings accounts, flexible spending accounts, disability and life insurance, paid absences, and retirement benefits may be available.
- Company-paid travel and coordinated arrangements are provided for required initial on-site onboarding.
- Remote work with up to 10% domestic travel.
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