Sunrise Group - Senior AI Product Manager
Requirements
• At least 5 years of product management experience, with a minimum of 2 years spent on AI/ML products in production — not just prototypes. • Hands-on familiarity with LLM-based systems, evaluation frameworks, and the practical challenges of deploying generative AI at scale in regulated or compliance-sensitive environments. • Strong analytical mindset with fluency in experimentation, metrics, and data-informed prioritization. • Excellent communication skills in both French and English. • What makes you stand out • Background in sleep medicine, digital health, or healthtech. • Experience designing modular AI skill architectures. • Experience with voice agents. • Hands-on experience with FDA or MDR software validation (SaMD or CDS). • Previous startup or scale-up experience. • At Sunrise Group, we’re tackling real sleep health challenges that affect millions. We keep things clear and simple ✨, value trust and collaboration 🤝, and lead with optimism and compassion 🌞. These values guide everything we do. If you’re looking for the autonomy to take ownership of your work, make an impact, and be part of a team where ideas move fast and everyone has a voice, Sunrise might just be the right fit.
Responsibilities
• Data & AI Strategy: You will own the prioritized Data & AI roadmap, organized today around three pillars: scaling providers (chart preparation, AI scribe, clinical copilot), automating patient support (agentic multi-channel triage, workflow automation, voice AI), and empowering internal teams with AI-powered tooling. This means building and maintaining initiative scoring models, running ROI analysis, defending your prioritization to leadership, and adjusting course as the business evolves. You will connect to the BI data layer and use it to ground your decisions in real operational data. • Data & AI Strategy: • AI-Powered Product Initiatives: You will lead the design and rollout of AI features across the product and operations stack. You’ll drive automation of patient communications across our multi-channel infrastructure — designing AI-powered triage and routing, building workflows grounded in real interaction data, and progressively moving them from human-assisted to autonomous through a structured maturity model. On the provider side, you’ll shape clinical workflow augmentation from chart review automation to quality analysis, partnering closely with clinical leads and the data team. • AI-Powered Product Initiatives: • Institutional Knowledge: You will build and maintain the documentation layer that allows the team to scale without losing context: structured documentation spaces, workflow inventories, architecture decision records, and operational runbooks. • Institutional Knowledge:
Benefits
• Meaningful work that directly improves patients' lives • Be part of an international team across the US, France, and Belgium • Comprehensive health coverage • Generous vacation allowance + public holidays • Flexible working arrangements • Office perks and team events • We hire humans, not bullet points. Don’t meet every single qualification? That’s okay. We care more about who you are than what’s on your CV. We’re looking for people who are curious, resourceful, and ready to roll up their sleeves — especially if you’re excited about building something new in healthcare. So if you think you could make an impact here, reach out to us.
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