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Develop Health

AI-driven medication access and authorization automation

Senior Product Manager

Product ManagementUpdated on Nov 12
Full-timeSan Francisco, CA, USA

About the Job

Requirements

  • The candidate should have 3–6 years of product management experience, ideally in startups or other fast-moving environments.
  • The candidate should likely be on their second or third product management role, with experience shipping real product and working closely with engineers.
  • The candidate should demonstrate product judgment and prioritization skills.
  • The candidate should be comfortable operating in ambiguous environments where external systems are poorly documented, fragmented, or constantly changing.
  • The candidate should have a genuine interest in AI product development, including evaluating model outputs, designing human-in-the-loop workflows, and understanding where large language models break down.

Responsibilities

  • Turn customer pain points into clear product opportunities by speaking regularly with clinical teams, customers, and internal stakeholders.
  • Write clear, lightweight product requirements and partner closely with engineers to ship quickly.
  • Prototype and ship product changes directly using AI-native tools such as Claude Code, including pushing frontend changes to the repository and bypassing the Figma-to-handoff cycle when speed matters.
  • Improve the quality of AI workflows through evaluation, testing, and feedback loops, such as measuring how accurately the system routes prior authorization requests or surfaces the right insurance plan.
  • Own defined product surfaces end-to-end and drive product and technical decisions for the domain.
  • Become a deep domain expert in complex healthcare systems, including EHRs, payer portals, PBM formularies, and NCPDP transactions, and translate that knowledge into product experiences for clinical users.
  • Use product and operational data to understand adoption, friction, and impact, and use those insights to set priorities.

Desired Qualifications

  • Healthcare experience, particularly HealthTech experience.
  • Experience working on AI-powered products or LLM-based workflows in production.
  • Comfort with SQL, basic data analysis, or API concepts.
  • Experience prototyping or shipping product changes directly with AI coding tools such as Claude Code or Cursor.
  • Experience in an early-stage startup requiring fast execution and wearing multiple hats.

About the Company

Develop Health

AI-driven medication access and authorization automation

Develop Health builds AI-powered software that streamlines medication access for healthcare providers and patients. Its core product is an AI-driven platform that automates the prior authorization process. It includes a Benefit Verification tool that processes patient insurance card images and a Clinical Eligibility tool that autofills clinical information, reducing form completion time by over 80%. The platform helps clinicians and staff cut administrative workload and speed up medication access workflows. Unlike generic automation vendors, Develop Health concentrates on the medication authorization and eligibility workflow in healthcare settings, delivering targeted automation for insurance verification, prior authorization, and clinical data entry. The company’s goal is to improve efficiency in medication access and reduce administrative burden for healthcare organizations.

Company size
11-50
Company stage
Series A
Total funding
$16.1M
Headquarters
Menlo Park, CA
Founded
2022

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