Staff AI Product Manager, Phoenix Platform
Primary stack
Job description
About the Position
At Sword, we’re building AI to heal billions and unlock humanity’s full potential. In doing so, we’re pioneering AI Care, a fundamentally new approach to healthcare built for medical reasoning, safety, and real-time treatment, not generic technology applied after the fact. As both a clinical-centric frontier AI lab and an applied AI platform, Sword is reimagining how care is delivered at scale, removing traditional barriers like appointments, waiting rooms, and stigma so more people can access the care they need-and ultimately get back to lives lived in full.
Since 2020, Sword has expanded across physical therapy, women’s health, cardiometabolic, and mental health, and is now moving beyond the session to a fully AI-native, 24/7 care program that brings physical activity, therapeutic exercise, psychotherapy, nutrition, and behavior change into one connected experience. More than 700,000 members across three continents have completed over 10 million AI sessions, helping 1,000+ enterprise clients avoid more than $1 billion in unnecessary healthcare costs. Backed by 42 clinical studies, 44+ patents, and more than $500 million raised from leading investors including Khosla Ventures, General Catalyst, and Founders Fund, Sword is defining a new standard for healthcare.
Responsibilities
- Own Sword’s Applied AI platform roadmap, from strategic initiatives and innovation bets through to platform upkeep;
- Work at the intersection of AI and product management, hands-on with the agents, evals, harnesses, and observability that our care products are built on;
- Own the trade-offs that shape the platform: cost, latency, quality, and when to move to open source models or bring something in-house;
- Scope initiatives with Engineering, AI, and Product teams, carefully balancing reusability with differentiation;
- Execute by iterating closely with Engineering, Product, Clinical, Operations to guarantee scope adapts and deliverables do not drift from high-value member experiences;
- Hold the quality bar, including after release. A model that degrades quietly in production is your problem;
- Own safety alongside our clinical team. Our agents talk to people about their bodies and their recovery, and you’ll know how we prevent, detect, and respond when they get something wrong.
Requirements
- 5+ years in product management, including recent hands-on ownership of an AI-powered product;
- Significant technical depth in AI, generative AI in particular. You understand how models, prompting, retrieval, and agent architectures actually behave, not just what they’re supposed to do;
- You’ve put LLM-based features in front of real users and dealt with what came back: the evaluation, the annotation, the observability, the failure modes nobody predicted;
- You can hold your own in an AI or engineering discussion, and follow a nuanced technical decision through to what the member will actually experience;
- You disagree up and sideways. We expect pushback any time the member experience is being compromised, whatever the source;
- Ability to efficiently track the state of the art and, exercising sound product and technical taste, bring innovation;
- You write and speak clearly enough to cut through noise. At our size that’s a load-bearing skill, not a nice-to-have;
- You get real leverage out of coding agents: debugging, data analysis, production monitoring, small builds, one-off tooling, research, process automation. No slop;
- You can manage and grow a small product team.
We Offer
- Competitive salary: €59.500 - €93.500 EUR
- Country-specific benefits may vary and will be detailed separately.
About the Company
At Sword, we use AI to surface the right information at the right moment. However, AI never replaces human judgment. We comply with applicable Federal and State civil rights laws and do not discriminate on the basis of Age, Ancestry, Color, Citizenship, Gender, Gender expression, Gender identity, Gender information, Marital status, Medical condition, National origin, Physical or mental disability, Pregnancy, Race, Religion, Caste, Sexual orientation, and Veteran status.
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Software House & Internet; Healthcare; HealthTech / AI
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