Develop Health, Inc. logo

Head of AI

Job Overview

Location

Menlo Park

Job Type

Full-time

Category

Machine Learning Engineer

Date Posted

March 25, 2026

Full Job Description

đź“‹ Description

  • • As the Head of AI at Develop Health, Inc., you will be instrumental in shaping the technical direction and driving the execution of applied artificial intelligence across the entire organization. This pivotal role is designed for a deeply hands-on individual who thrives on building, evaluating, and deploying AI systems, rather than managing from a distance. You will lead a small, senior AI team and collaborate closely with the Chief Technology Officer (CTO) to strategically define how AI permeates every facet of our product and operations, ensuring we maintain our position at the forefront of healthcare innovation.
  • • In your day-to-day responsibilities, you will take complete ownership of our existing AI systems, encompassing models, prompts, evaluation pipelines, and agent architectures. A significant part of your initial focus will be identifying and implementing the highest-leverage improvements to these systems. You will be responsible for building and rigorously refining evaluation frameworks that precisely measure model accuracy, reliability, and, crucially, real-world clinical value. As a player-coach, you will lead and mentor the AI team while actively contributing code and building solutions yourself on a daily basis. You will work in tandem with the CTO to define the applied AI roadmap, making critical decisions about where to invest in fine-tuning versus prompting, when to build new solutions versus acquiring existing ones, and how to strategically navigate the rapidly evolving AI landscape. Furthermore, you will be responsible for deploying AI improvements into production, which includes designing robust APIs, optimizing inference processes for efficiency and speed, and establishing comprehensive observability to proactively detect and address any issues that may arise.
  • • Beyond the initial months, your role will expand to encompass the overarching AI strategy for Develop Health. You will define and execute this strategy, identifying opportunities to leverage AI across our product development, operational workflows, and internal tooling to sustain and enhance our competitive advantage. A key responsibility will be scaling our AI infrastructure to accommodate a projected 100x increase in transaction volume, ensuring that the reliability and stability demanded by the healthcare industry are maintained. You will build sophisticated systems for continuous model improvement, driven by feedback from production environments and insights derived from clinical outcomes. Additionally, you will be tasked with growing and developing the AI team, which includes recruiting new engineering talent, mentoring existing team members, and elevating the standards for AI best practices throughout the entire engineering organization.
  • • The team at Develop Health is an elite group of founders and engineers with a proven history of success, having previously launched and exited notable healthcare startups such as Rupa Health and Canvas Medical. We are currently experiencing rapid scaling following a significant funding round, driven by our mission to use AI to radically accelerate access to life-saving medications. By automating complex, manual healthcare processes like benefit verification and prior authorization, we have achieved an impressive 10x revenue growth in the past year, expanding from $0 to over $10 million in annual recurring revenue in less than two years. We are proud to support more than 400,000 new patients every month through partnerships with some of the nation's largest pharmacy benefit managers and payers, fundamentally transforming healthcare interactions by eliminating human delays and inefficiencies.
  • • In this role, you will have the unparalleled opportunity to define the AI strategy for a company that is already making a tangible impact on improving access to care for hundreds of thousands of patients. You will be at the forefront of pushing the boundaries of what's possible with AI in a regulated industry, improving model performance, designing sophisticated evaluation frameworks, building advanced agent architectures, and staying abreast of the latest advancements in applied AI. This is a unique chance to shape the future of AI within a rapidly growing, mission-driven organization while remaining deeply engaged in the technical execution and innovation that drives our success.

Skills & Technologies

Onsite

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Develop Health, Inc.
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About Develop Health, Inc.

Develop Health, Inc. provides an AI-powered insurance platform for prescribers, streamlining medication options and automating prior authorization processes. Their solution reduces administrative workload, minimizes errors, and ensures consistent follow-up. By integrating with EHR systems and pharmacy workflows, Develop Health aims to reduce handling times and improve approval rates for healthcare providers. They serve healthcare providers needing to qualify medication options and automate prior authorization. According to the website, customers have seen up to a 5x increase in prior authorization throughput. Develop Health covers over 99% of insurance plans and is SOC 2 Type 2 and HIPAA compliant.

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