обновлено 5 дней назад
Senior AI Engineer, Real-World Data
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI Engineer, Real-World Data (Agentic AI/Healthcare): Building and productionizing agent-based AI workflows that improve the quality, reliability, and efficiency of clinical document extraction for research- and care-ready datasets with an accent on LLM orchestration, structured outputs, and regulated healthcare data. Focus on integrating scalable AI capabilities into production pipelines, designing evaluation and monitoring systems, and balancing extraction accuracy, cost, and deployment safety.
Location: US Remote
Company
develops cell-free DNA testing and personalized genetic diagnostics for oncology, women’s health, and organ health.
What you will do
- Design, build, and deploy agent-based AI systems that improve clinical data extraction quality and reliability.
- Own the technical design and delivery of multi-step agent workflows.
- Integrate AI capabilities into production platforms while improving performance, scalability, and cost efficiency.
- Partner with clinical AI, engineering, and product teams to define priorities, success metrics, and phased releases.
- Develop evaluation and monitoring approaches to measure impact and support safe deployment in a regulated environment.
- Provide technical leadership through documentation, design decisions, and pragmatic tradeoffs.
Requirements
- 7+ years of software engineering experience, including substantial experience with production systems at scale.
- 3+ years building and shipping AI/ML applications in production, including LLM-based systems and multi-step or agent-based workflows.
- Strong hands-on Python and object-oriented programming skills, with experience in testing, code review, workflow orchestration, and agile delivery.
- Experience designing and operating AI systems in cloud environments; AWS is strongly preferred.
- Experience with CI/CD, observability, production support, REST APIs, event-driven architectures, Docker, and Linux.
- Bachelor’s or Master’s degree in Computer Science, Engineering, or a related technical field.
Nice to have
- Advanced degree or background in clinical or life sciences.
- Experience with retrieval-based or document-centric AI systems.
- Experience in healthcare, life sciences, or another regulated industry.
Culture & Benefits
- Comprehensive medical, dental, vision, life, and disability benefits for eligible employees and dependents.
- Free testing for employees and immediate family members, plus fertility care benefits.
- Pregnancy and baby bonding leave, 401(k) benefits, and commuter benefits.
- Collaborative environment with statisticians, geneticists, doctors, laboratory scientists, engineers, and other specialists.
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