We are seeking a Clinical AI Product Lead with deep expertise in healthcare data, registry workflows, and large language model (LLM) development to drive innovation across a portfolio of clinical registry products. This role is ideal for a clinical domain expert with technical fluency and a passion for AI-driven transformation in healthcare.
As the Clinical AI Product Lead, you’ll play a pivotal role in developing intelligent solutions that accelerate chart abstraction, improve data quality, and enhance clinical workflows. You’ll lead product strategy, collaborate closely with engineering and machine learning teams, and serve as the clinical voice in the design and evaluation of LLM-powered abstraction tools.
Responsibilities:
Product Leadership
- Translate clinical and operational user needs into high-quality product requirements and prioritized initiatives
- Collaborate with cross-functional stakeholders including engineering, clinical operations, ML, QA, and customer teams
Clinical Expertise
- Serve as the internal expert on clinical data interpretation and registry workflows
- Provide input on registry-specific question sets, abstraction logic, and clinical edge cases
- Review and validate AI output for clinical soundness and abstraction quality
LLM Development & Prompt Engineering
- Design, tune, and test prompts for LLMs to optimize abstraction accuracy across diverse registry domains
- Conduct rigorous evaluations of LLM behavior for factuality, consistency, and clinical relevance
- Contribute to research on AI safety, model performance, and interpretability in clinical abstraction tasks
Data QA & Performance Monitoring
- Define and monitor key metrics including coverage, precision/recall, and abstraction error rates
- Develop taxonomies of AI failure modes and lead root cause analysis to guide model and prompt improvements
- Partner with engineering and QA teams to build feedback loops that continuously enhance AI abstraction accuracy
Clinical & Nursing Workflow Alignment
- Advocate for clinician and abstractor usability throughout the product lifecycle
- Ensure integration with existing EHR tools and abstraction processes is seamless and intuitive
What you’ll need:
Clinical and Registry Experience
- 5+ years working in a clinical or registry abstraction environment (e.g., as a nurse abstractor, registry coordinator, or clinical informatics specialist)
Strong understanding of clinical data elements, chart documentation, treatment pathways, and abstraction nuances
Technical & AI Fluency
- Experience with LLM applications in healthcare, including prompt design and model evaluation
- Familiarity with data analysis, model validation metrics (precision/recall, F1 score), and basic statistical reasoning
Comfort working with product and ML engineering teams, writing product specs, and analyzing output data
Product Management Skills
- Proven ability to lead cross-functional projects, define roadmaps, and deliver customer-centric solutions
Excellent communication skills for translating complex clinical and technical concepts into actionable decisions
Preferred Qualifications
Experience working on LLM or AI/ML-powered healthcare applicationsFamiliarity with clinical registries (e.g., STS, NSQIP, NCDR), EHRs, or abstraction toolsBachelor’s or higher degree in Nursing, Health Informatics, Public Health, or related field
Why we love Carta Healthcare, and why you will too!
- Working on a new, challenging problem space with LLMs/AI/Healthcare
- Industry leading products
- Work hard, and have fun doing it
- Work alongside some of the most talented and dedicated teammates
- Mission driven
- Competitive benefits package including great healthcare benefits and 401k
All applicants require legal authorization to work in the United States now or in the future without sponsorship.
Salary Range: $152,900 to $175,000
In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire. All applicants are required to reside within the continental United States.
Carta Healthcare is dedicated to building a diverse and inclusive company because we serve health systems across the country; we’ve seen how our product and impact are strengthened the more we reflect that diversity. In addition, we have found and strongly believe that diverse teams are higher-performing, and we embrace the varied perspectives that our team members share with each other. As such, we are an Equal Opportunity Employer.
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Originally posted on Himalayas
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