3 часа назад
Senior Machine Learning Engineer (Healthcare AI)
175 000 - 200 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Healthcare AI): Building adaptive agentic systems, fine-tuned foundation models, and retrieval-augmented pipelines for healthcare data with an accent on LLM optimization, scalable ML engineering, and responsible AI. Focus on designing multi-agent workflows, improving model efficiency and evaluation, and integrating embeddings and vector databases into reliable production systems.
Location: Based out of the headquarters in the Greater Seattle area; hybrid. Applicants must be authorized to work in the United States for any employer.
Salary: $175,000–$200,000 annual base pay.
Company
operates a health provider-led data platform focused on using healthcare data and AI to support researchers, clinicians, patients, and care delivery.
What you will do
- Design and build adaptive agentic AI systems, including multi-agent workflows with reasoning, planning, and memory.
- Develop and fine-tune large language and multimodal models for healthcare applications.
- Build retrieval-augmented generation and semantic-search pipelines using embeddings and vector databases.
- Optimize model efficiency, interpretability, inference performance, and production reliability.
- Translate experimental AI concepts into modular, maintainable systems within large-scale platforms.
- Partner with platform, application, and product engineers while setting technical direction and mentoring peers.
Requirements
- 5+ years of experience building and deploying scalable, production-ready ML systems.
- Experience with agentic AI frameworks such as LangGraph, AutoGen, or CrewAI, plus interoperability protocols such as MCP and A2A.
- Hands-on experience fine-tuning and optimizing LLMs or multimodal models with LoRA, PEFT, or TRL.
- Experience with embeddings, vector databases, and RAG or semantic-search pipelines using tools such as FAISS, Pinecone, Chroma, or Azure AI Search.
- Strong software engineering fundamentals, Python proficiency, and experience designing scalable systems in Azure, AWS, or GCP.
- B.S. or M.S. in Computer Science, Artificial Intelligence, or a related technical field.
Nice to have
- Experience designing reward functions, evaluators, or grader models for reinforcement fine-tuning and continuous improvement.
- Knowledge of ML validation metrics including Precision, Recall, Specificity, and NPV.
- Experience applying ethical AI principles to healthcare systems.
Culture & Benefits
- Meaningful work focused on healthcare intelligence and patient outcomes.
- Medical, dental, and vision insurance plans.
- 401(k) plan and additional compensation eligibility through incentives or stock options.
- Professional development and training opportunities.
- Flexible work hours, flexible paid time off, and generous parental leave.
- Regular virtual and in-person team activities.
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