Sword Health

3 months ago

Clinical Video Annotator (Physical Therapist)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 15 hours agoStatus: Live

Job Summary

Contract-based role performing high-volume clinical video annotation: watching exercise sessions, scoring movement quality, and providing structured feedback to train AI models. Remote full-time work, English-language guidelines, and calibration with a clinical data team to ensure consistent scoring across a large dataset.

Location: Portugal

Workplace: Remote

Employment Type: Contract

Job Function: Healthcare (Clinical, Medical, Wellness)

Key Responsibilities

•Watch recorded exercise sessions and provide structured clinical assessments that become the ground truth to evaluate and train our AI
•Provide rep-level assessments, session-level summaries, and structured written feedback
•Review and quality-check assessments produced by other annotators on the team
•Flag ambiguous cases, unusual presentations, and content quality issues
•Participate in calibration sessions with other annotators to maintain consistent scoring standards across the team

Pay and Benefits

Salary: EUR 10 hourly

Key Requirements

•Qualified physical therapist – active or recently practicing
•Confident clinical judgment across a broad range of musculoskeletal physical exercises
•Comfortable with high-volume, repetitive assessment work
•Strong attention to detail and ability to apply scoring criteria consistently
•Fluency in English (all guidelines and feedback are in English)

Experience:HealthcarePhysical therapyAI

Education:Professional (JD, MD, etc.)

Skills:Attention to detailCommunicationTeamworkProblem-solving

Languages:English

Tech Stack:Web-based annotation tools

Company Brief

Sword Health

Develops a digital musculoskeletal care platform combining wearable sensors, AI-driven virtual therapists, and clinical care teams to deliver remote physical therapy and rehabilitation programs for employers, health plans, and patients.

Industry: Digital Therapeutics

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Porto, Portugal

Founded: 2015

Website LinkedIn

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Sword Health

3 months ago

Clinical Video Annotator (Physical Therapist)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 15 hours agoStatus: Live

Job Summary

Location: Portugal

Workplace: Remote

Employment Type: Contract

Job Function: Healthcare (Clinical, Medical, Wellness)

Key Responsibilities

•Watch recorded exercise sessions and provide structured clinical assessments that become the ground truth to evaluate and train our AI
•Provide rep-level assessments, session-level summaries, and structured written feedback
•Review and quality-check assessments produced by other annotators on the team
•Flag ambiguous cases, unusual presentations, and content quality issues
•Participate in calibration sessions with other annotators to maintain consistent scoring standards across the team

Pay and Benefits

Salary: EUR 10 hourly

Key Requirements

•Qualified physical therapist – active or recently practicing
•Confident clinical judgment across a broad range of musculoskeletal physical exercises
•Comfortable with high-volume, repetitive assessment work
•Strong attention to detail and ability to apply scoring criteria consistently
•Fluency in English (all guidelines and feedback are in English)

Experience:HealthcarePhysical therapyAI

Education:Professional (JD, MD, etc.)

Skills:Attention to detailCommunicationTeamworkProblem-solving

Languages:English

Tech Stack:Web-based annotation tools

Company Brief

Sword Health

Industry: Digital Therapeutics

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Porto, Portugal

Founded: 2015

Website LinkedIn