Sword Health
201 - 500 employees
Founded 2015
🏥 Healthcare
💼 Consulting
📦 Logistics
Healthcare • Consulting • Logistics
Sword Health is a digital health company that combines artificial intelligence with clinical expertise to provide world-class care for muscle, joint, and pelvic health conditions. By offering digital physical therapy and AI-driven care, Sword helps individuals recover from physical ailments from the comfort of their own home, avoiding surgeries and reducing the need for medications. The company provides employers, health plans, and individuals with personalized treatment plans that are cost-effective and have proven outcomes in pain reduction and improved productivity. Sword Health is dedicated to expanding access to high-quality care and ensuring health equity across global communities.
Senior Computer Vision Engineer
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🔥 2 minutes ago
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Sword Health
201 - 500 employees
Founded 2015
🏥 Healthcare
💼 Consulting
📦 Logistics
Healthcare • Consulting • Logistics
Sword Health is a digital health company that combines artificial intelligence with clinical expertise to provide world-class care for muscle, joint, and pelvic health conditions. By offering digital physical therapy and AI-driven care, Sword helps individuals recover from physical ailments from the comfort of their own home, avoiding surgeries and reducing the need for medications. The company provides employers, health plans, and individuals with personalized treatment plans that are cost-effective and have proven outcomes in pain reduction and improved productivity. Sword Health is dedicated to expanding access to high-quality care and ensuring health equity across global communities.
📋 Description
• Own core computer vision models, from 3D human pose to statistical body modeling, taking them from prototype to production; • Ship those models to run real-time in the cloud and on-device on tablets, owning the conversion and optimization in between; • Own the data and code lifecycle behind them: training frameworks, annotation workflows, pipelines, auto-labeling, test sets and taxonomy; • Extend movement understanding into multimodal territory, combining it with language and reasoning; build novel approaches in the movement-intelligence domain; • Unify and mature how we train, track, version and deploy models, so every result is reproducible and testable; • Design systems that run without you, automating the loops so the team's output scales past manual effort; • Help grow the Computer Vision team by defining and promoting best practices, establishing principles that scale your impact.
🎯 Requirements
• 5+ years solving complex problems with Computer Vision, with models shipped to production; • Strong software engineering foundation across architecture, pipelines, MLOps and the full model lifecycle; • Deep, hands-on command of modern Computer Vision (transformers and convolutional models), with real depth in at least one of detection, segmentation, tracking, pose, or 3D; • A data-centric instinct: you cook your own data, build data flywheels and active-learning loops, and treat the dataset as source code; • Solid grounding in multimodal AI, with the ability to build systems that pair vision with language and reasoning when the problem calls for it; • Strong written, asynchronous communication. You think in specs and documents and leave a clear trail others can build on; • Self-direction and full ownership: you scope ambiguity into a plan and ship without being told; • Fluency with PyTorch or JAX, the Python data stack, and comfort picking up new languages and codebases; • AI-native ways of working: you build AI into the workflow itself, from agents to LLM-in-the-loop tooling.
🏖️ Benefits
• Health, dental and vision insurance • Meal allowance • Equity shares • Remote work allowance • Flexible working hours • Work from home • Discretionary vacation • Snacks and beverages
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