About the role
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, data powers our mission to build a pain-free world. The Data Platform Team is building the foundation that makes data usable across clinical, operations, AI, and product teams: a modern streaming lakehouse, distributed processing for low-latency data movement, durable workflows coordinating complex operations, and an API-first surface that lets producers and consumers serve themselves - without tickets, without infra context, and increasingly through agentic interfaces.
This role is for an engineer who thinks about data platforms as products. You’ve built or operated data systems at scale, you reason fluently from storage format up to query engine, and you want to shape the self-service and agentic experiences layered on top of that foundation.
To get to know more about our Tech Stack, check here.
Aplyr's read
Sword Health is revolutionizing physical therapy with digital solutions, attracting tech-savvy professionals passionate about healthcare innovation and patient empowerment.
What's promising
- •Sword Health offers a cutting-edge digital platform for physical therapy, enhancing accessibility and patient outcomes.
- •The company is expanding globally, with recent hires across Europe and the US.
- •Sword Health's focus on evidence-based practices ensures high-quality rehabilitation services.
What to watch
- •Limited public information about the company's financial health and profitability.
- •Rapid expansion may strain resources and affect service quality.
- •Competition in digital health is intense, posing market share challenges.
Why Sword Health
- •Sword Health combines technology and healthcare expertise to transform traditional physical therapy.
- •The platform's remote capabilities cater to patients needing flexible rehabilitation options.
- •Sword Health's interdisciplinary team includes tech and healthcare professionals, fostering innovative solutions.
Aplyr’s read is generated by AI from public sources. Was it useful?
About Sword Health
Sword Health is a digital health company that specializes in providing innovative physical therapy solutions through its digital platform. By combining technology with evidence-based practices, Sword Health aims to improve patient outcomes and accessibility to rehabilitation services.
