Product Data Analyst

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. At Sword Health, data isn’t just support — it’s how we improve care.  As a Product Data Analyst, you’ll work at the intersection of data, product, and clinical impact. You’ll partner closely with product managers, designers, engineers, and clinicians to understand how members experience their pelvic health journey — and how we can make it better. Your role is to turn real user behaviour into meaningful insights that improve engagement, adherence, and health outcomes. From how members onboard, to how they progress through their programs, your work will help shape the decisions that impact thousands of women every day. You’ll be responsible for the full analytics cycle — helping define what to measure, ensuring we capture the right data, analyzing what’s happening, and translating it into clear recommendations that guide the product forward. Bloom is a women's health solution that blends AI and clinical expertise to support women in every stage of life, anytime, anywhere. To get to know more about our Tech Stack, check here. What you’ll be doing What you need to have