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Sword Health is shifting healthcare from human-first to AI-first through its AI Care platform, making world-class healthcare available anytime, anywhere, while significantly reducing costs for payers, self‑insured employers, national health systems, and other healthcare organizations. Sword began by reinventing pain care with AI at its core, and has since expanded into women’s health, movement health, and more recently mental health. Since 2020, more than 700,000 members across three continents have completed 10 million AI sessions, helping Sword's 1,000+ enterprise clients avoid over $1 billion in unnecessary healthcare costs. Backed by 42 clinical studies and over 44 patents, Sword Health has raised more than $500 million from leading investors, including Khosla Ventures, General Catalyst, Transformation Capital, and Founders Fund. Learn more at
The Applied AI Team develops AI and ML solutions that power personalized clinical care at scale.



Our work includes end‑to‑end AI treatment management systems that handle complete care pathways— from initial assessment through intervention selection and progress monitoring across various therapeutic domains. We are also building Phoenix, an AI Care Specialist that engages in ongoing dialogue with patients and provides clinical guidance throughout their recovery journey.
This work spans the full AI stack: prompt engineering, RAG implementations, model fine‑tuning, and agentic workflows. We leverage both generative AI and classical machine learning depending on what the problem requires. All of our projects contribute to delivering digital care that reaches new levels of clinical quality and accessibility.
What you’ll be doing:
- Ship production ML systems that power clinical care—write code daily, design architectures, and make technical decisions across our AI treatment management platform and Phoenix.
- Lead a lean team of 2‑4 ML engineers—set technical direction, unblock your team, review code, and ensure you’re building

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📌 Lead ML Engineer (Medellín)
🏢 Sword
📍 Medellín