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Sword Health

Senior ML Engineer (Europe/UK - Remote)

full-time•Reims

Summary

Location

Reims

Type

full-time

Experience

5-10 years

Company links

WebsiteLinkedInLinkedIn

About this role

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 www.swordhealth.com.


As a member of the Mind team, you will develop AI and ML solutions for our end-to-end mental health platform. Our system manages complete care pathways, from initial assessment and intervention selection to continuous progress monitoring across various therapeutic domains.


Technically, we view Mind as “Claude Code for mental health.” In this role, you will help build and maintain our core agent, spanning the full AI stack: prompt engineering, memory orchestration, RAG, agentic workflows, and potentially, model fine-tuning.

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What you’ll be doing:
  • Architect & Build: Contribute to designing, evaluating, and shipping our mental health AI Agent and its supporting infrastructure (including safeguards and system alerts);
  • Data Strategy: Develop and maintain robust data pipelines to power model training and evaluation;
  • Collaborate: Partner with AI Research, Product, and Engineering teams to define new features. You will bridge the gap between Research and Engineering, making ongoing knowledge sharing vital;
  • Drive Innovation: Spearhead initiatives to integrate new AI/ML capabilities, navigating technical uncertainty and balancing time-to-value tradeoffs.


What you need to have:
  • ML Expertise: 4+ years of professional experience in Machine Learning, with a track record of deploying and maintaining LLMs in production;
  • LLM Proficiency: A deep understanding of LLM architecture and the orchestration of complex applications (e.g., Claude Code, Codex, OpenCode);
  • Technical Stack: Proficiency in Python and SQL (TypeScript is a plus) alongside modern software development best practices;
  • Leadership: Proven ability to own ambiguous projects from ideation through maintenance, providing technical mentorship to peers;
  • Communication: The ability to translate complex technical concepts for both technical and non-technical stakeholders.


What we would love to see:
  • Experience in fast-paced startup environments;
  • Background in post-training LLMs (SFT, RLHF);
  • Familiarity with cloud platforms like GCP or AWS;
  • Previous AI research experience.


To ensure you feel good solving a big Human problem, we offer:
  • A stimulating, fast-paced environment with lots of room for creativity;
  • A bright future at a promising high-tech startup company;
  • Career development and growth, with a competitive salary;
  • The opportunity to work with a talented team and to add real value to an innovative solution with the potential to change the future of healthcare;
  • A flexible environment where you can control your hours (remotely) with unlimited vacation;
  • Access to our health and well-being program (digital therapist sessions);
  • Remote or Hybrid work policy.


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Sword Health complies with applicable Federal and State civil rights laws and does not discriminate on the basis of Age, Ancestry, Color, Citizenship, Gender, Gender expression, Gender identity, Gender information, Marital status, Medical condition, National origin, Physical or mental disability, Pregnancy, Race, Religion, Caste, Sexual orientation, and Veteran status.

What you'll do

  • You will architect and build the mental health AI Agent and its supporting infrastructure while developing robust data pipelines. Additionally, you will collaborate with various teams to define new features and drive innovation in AI/ML capabilities.

About Sword Health

Sword is building the future of healthcare through AI Care, a field we pioneered that brings together Artificial Intelligence and Clinical Experts to tackle healthcare’s biggest bottlenecks - access, outcomes, and cost. The result is a world where clinicians are able to focus on what they do best - handling nuance, providing empathy, and delivering the human touch -, while AI focuses on delivering hyper-personalized treatment programs, ensuring scalability, and being available 24/7 so that healthcare meets the needs of the patient, not the other way around. Our platform spans the full continuum of care, from predicting and preventing pain, to treating physical and mental health, and optimizing healthcare operations. We are trusted by over 2,000 organizations globally, across employers, health plans, and governments, having helped our clients generate over $1 billion in healthcare savings, largely by avoiding unnecessary procedures, such as surgeries, imaging, ER visits, and others. We’re backed by some of the world’s most seasoned investors, such as Khosla Ventures, General Catalyst, Founders Fund and others, and currently valued at $4B. We believe in - and are building toward - a world where AI Care is within arm’s reach of every human. If this mission inspires you, join us in building that future: https://swordhealth.com/company/careers.

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Frequently Asked Questions

What does a Senior ML Engineer (Europe/UK - Remote) do at Sword Health?

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As a Senior ML Engineer (Europe/UK - Remote) at Sword Health, you will: you will architect and build the mental health AI Agent and its supporting infrastructure while developing robust data pipelines. Additionally, you will collaborate with various teams to define new features and drive innovation in AI/ML capabilities..

Is the Senior ML Engineer (Europe/UK - Remote) position at Sword Health remote?

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The Senior ML Engineer (Europe/UK - Remote) position at Sword Health is based in Reims, Grand Est, France. Contact the company through Clera for specific work arrangement details.

How do I apply for the Senior ML Engineer (Europe/UK - Remote) position at Sword Health?

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You can apply for the Senior ML Engineer (Europe/UK - Remote) position at Sword Healthdirectly through Clera. Click the "Apply Now" button above to start your application. Clera's AI-powered platform will help match your profile with this opportunity and guide you through the application process.
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