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Sword HealthSH

Computer Vision Annotator - Contractor

Each year, 2 billion people across the world are limited by physical pain.

Sword Health

Employee count: 501-1000

Salary: 16k-16k EUR

Portugal only

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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.

Role

Computer vision models learn from labeled data – they are only as good as the annotations behind them. Your job is to label images and videos of people performing physical exercises, across a range of annotation tasks, using Sword's internal tooling.

This is focused, detail-oriented work that spans multiple annotation types and evolves as our pipelines grow. You are expected to pick up new task types quickly and maintain high consistency across large volumes.

The Data & Tooling team (part of the Algorithms org) builds the labeled datasets that train Sword's proprietary computer vision models. We develop the data foundation that enables our AI to see, understand, and interpret human movement.

What you’ll be doing

  • Annotating images and videos of people performing physical exercises across a variety of labeling tasks

  • Reviewing and quality-checking work produced by other annotators

  • Applying structured guidelines consistently across high volumes

  • Flagging quality issues, edge cases, and ambiguous content

  • Adapting to new annotation task types as team needs evolve

  • Working full-time (40 hours/week), remotely, using Sword's internal and web-based annotation tools

What you need to have

  • High attention to detail – precision and consistency are the job

  • Comfortable with high-volume, repetitive digital work for sustained periods

  • Quick to understand and apply structured guidelines

  • Experience with data annotation, QA, or content review is a plus

  • Basic familiarity with human anatomy is helpful but not required (full training provided)

  • Reliable internet connection and a desktop or laptop computer

  • No clinical or technical background required

Note: Please note that this position does not offer relocation assistance. Candidates must possess a valid EU visa and be based in Portugal.
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.

About the job

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Job type

Full Time

Experience level

Salary

Salary: 16k-16k EUR

Location requirements

Hiring timezones

Portugal +/- 0 hours

About Sword Health

Learn more about Sword Health and their company culture.

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Each year, 2 billion people across the world are limited by physical pain. By helping people live without pain, they are free to do the things they love most with the people they love—and never miss a moment. This is what we do. We create and design new technologies to solve one of the biggest problems in healthcare: taking care of our Physical Health. Sword Health is the world’s fastest growing digital musculoskeletal (MSK) care provider on a bold mission to free two billion people from acute, chronic, and post-surgical physical pain . Our customers include some of the most progressive Fortune 100 and 500 companies, as well as over 160+ other established businesses across the world.

The Sword program allows members to complete a personalized physical therapy program from the comfort of home, with continued support and supervision from one of our talented SWORD specialists. Sword’s personalized care is more effective than traditional standards of care, and has proven to deliver best-in-class clinical results. Since breaking into the market less than two years ago, Sword has worked with insurers, health systems, and employers in the U.S., Canada, Europe, and Australia to make high quality musculoskeletal care accessible to everyone.

Employee benefits

Learn about the employee benefits and perks provided at Sword Health.

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Retirement benefits

401(k) to help you invest in your future.

Equity benefits

Equity shares, so you are rewarded for your best work.

Healthcare benefits

Comprehensive health, dental and vision insurance for employees.

Paid parental leave

Paid family leave for all parents to support you and your family.

View Sword Health's employee benefits
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Sword Health

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