Director, Product Management (AI)

Bamboo Health

$130K — $180K *
US-AnywhereRemote in United States
Healthcare
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 10+ years in product management with 5+ in healthcare.
  • Proven track record of end-to-end product ownership.
  • Strong skills in translating complex problems into actionable requirements.
  • Experience in leadership and development of product teams.
  • Excellent cross-functional collaboration abilities with diverse teams.
  • Client-facing experience in sales meetings and presentations.
  • Familiarity with agentic or conversational AI technologies.

Responsibilities

  • Own the AI product strategy and roadmap for Bridge solutions.
  • Drive continuous improvement of AI agent performance metrics.
  • Expand AI capabilities for patient outreach and engagement.
  • Collaborate with various stakeholders to define clear product requirements.
  • Define success metrics and prioritize the product roadmap.
  • Ensure seamless AI and human-led workflow transitions with the BIH team.
  • Lead and mentor a team of Product Managers and Owners.

Benefits

  • Work with an innovative healthcare technology company.
  • Autonomy in product development with a supportive team.
  • Opportunities to learn from industry leaders and strategic investors.
  • Competitive healthcare benefits, including dental and vision.
Full Job Description
Summary:

Bamboo Health is seeking a Director of Product Management to lead the AI product strategy and roadmap for our Bridge solutions while managing a Product Manager and Product Owner responsible for delivering our AI capabilities. This team owns the AI-driven patient engagement experience following hospital discharge and other referral patterns-including outreach, intake, automated text messaging, operational and outcomes metrics, provider scheduling, and ongoing optimization of the AI agent experience.

You will own the AI-driven portion of the patient journey end to end, partnering closely with engineering, clinical, and operations teams, and with the counterpart team that owns our human-in-the-loop platform for the moments where a patient needs a Care Navigator. This is a high-visibility role at the center of one of our fastest-growing solutions.

What You'll Do:

  • Own the product strategy and roadmap for the agentic AI experience within our Bridge solutions.
  • Drive continuous improvement of AI agent performance, including conversation quality, task completion rates, and escalation accuracy to human-in-the-loop workflows.
  • Expand AI capabilities across patient and practice outreach, multilingual support, text messaging, and scheduling.
  • Partner with engineering, data science, and clinical stakeholders to translate patient and provider needs into clear, well-scoped product requirements.
  • Define and track success metrics for the automated portions of the patient journey, using data to prioritize the roadmap.
  • Collaborate with the BIH human-in-the-loop product team to ensure a seamless handoff between AI-led and human-led workflows.
  • Lead, coach, and develop a Product Manager and Product Owner, fostering strong product management practices and setting a high bar for prioritization, roadmap execution, PRD quality, and user story/epic definition.
  • Partner with sales, implementation, and client success teams to support new client rollouts and ongoing deployments.


What Success Looks Like...

In 3 months...

  • Develop deep fluency in the Bridge AI product - the agent experience, current roadmap, key metrics, and how patients and practices move through the journey.
  • Build strong working relationships across the AI team, the BIH human-in-the-loop team, engineering, clinical, and customer-facing teams.
  • Get up to speed on active client implementations and identify any near-term risks or gaps in the current roadmap.

In 6 months...

  • Establish an organized, prioritized product roadmap for the AI team, with clear PRDs, user stories, and epics.
  • Put in place consistent product processes - prioritization framework, roadmap cadence, and requirements documentation - across the team.
  • Demonstrate measurable improvement in at least one AI agent performance metric (e.g., task completion rate, escalation accuracy).


In 12 months...

  • Own a mature, scaling product area with measurable business outcomes across a growing client base.
  • Expand AI capabilities into new areas of the patient journey.
  • Be recognized as a go-to product leader for Bridge's AI capabilities, internally and with clients.


What You Need:

  • 10+ years of experience in product management, including 5+ in healthcare, with a focus on strategic product development and innovation.
  • Track record of owning a product area end to end - strategy, roadmap, execution, and measurable outcomes.
  • Strong ability to translate ambiguous problems into clear prioritization, PRDs, and user stories.
  • Experience leading and developing product teams, including direct management of Product Managers and/or Product Owners.
  • Excellent cross-functional collaboration skills, including with engineering, clinical, and go-to-market teams.
  • Experience participating in client facing / sales meetings and presentations.
  • Experience with agentic AI, conversational AI, or LLM-based product experiences.
  • Experience with care coordination, care navigation, or post-discharge patient engagement.
  • Experience scaling a product through multiple health system or payer client implementations.
  • Comfort using or learning AI-supported tools (e.g., ChatGPT, CoPilot, or role-specific tools) to improve daily workflows.
  • A forward-thinking, curious mindset with an openness to experimenting with new technologies.
  • Strong analytical and problem-solving skills, with sound judgment and creativity in designing solutions.
  • Proven ability to thrive in fast-paced, high-growth, and rapidly evolving environments.
  • Ability to work effectively in a remote-first environment, ensuring high-quality virtual interactions with minimal distractions.
  • The ability to travel periodically or frequently for work.

What You Get:

  • Join one of the most innovative healthcare technology companies in the country.
  • Have the autonomy to build something with an enthusiastically supportive team.
  • Learn from working at the highest levels and on the most strategic priorities of the company, including from world class investors and advisors.
  • Receive competitive compensation including health, dental, vision and other benefits.


#LI-Remote

Similar Jobs

More Jobs at Bamboo Health

More Healthcare Jobs

Find similar Director, Product Management (AI) jobs: