AI/ML Technical Lead with healthcare and medical-domain experience

Role: AI / ML Technical Lead

Location: Irvine, California · On-site

Role overview

The AI / ML Resource will provide scientific and technical direction for AI across the structural heart disease journey. The role will develop and evaluate advanced domain-specific approaches, scout emerging technologies, and guide teams toward safe, robust, and production-ready AI solutions.

Key responsibilities

• Set technical direction for AI across the structural heart disease journey and establish scientific standards for the broader team.
• Develop and evaluate domain-specific models across clinical data, language, imaging, waveforms, and emerging AI methods.
• Identify and incubate promising technologies, assess feasibility, and provide quarterly recommendations to inform investment decisions.
• Promote models that are generalizable, fair, robust, and appropriate for real-world use; partner on validation, risk management, regulatory documentation, and production monitoring.
• Guide and mentor engineers and data scientists, partnering with product, clinical, engineering, quality, and regulatory teams to deliver AI solutions.

Experience and capabilities

• Advanced experience in AI/ML research and applied delivery, with the ability to set technical direction and scientific standards.
• Familiarity with multiple data modalities relevant to healthcare, such as clinical data, language, images, or waveforms.
• Ability to evaluate new methods and technologies for feasibility, value, and responsible deployment.
• Understanding of model generalizability, fairness, robustness, validation, risk management, documentation, and monitoring.
• Proven ability to mentor technical teams and collaborate across clinical, product, engineering, quality, and regulatory functions.

Desired outcomes

A coherent AI technical direction for structural heart disease, evidence-based technology recommendations, and responsible AI solutions that progress from evaluation to real-world use.