Sword Health

Clinical Video Annotator, Physical Therapist – Contractor

Sword Health

contract

Posted on:

Location Type: Remote

Location: Portugal

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Salary

💰 €10 per hour

About the role

  • Watching exercise session recordings and scoring movement quality using Sword's clinical assessment framework – covering injury risk, movement effectiveness, range of motion, technique, and overall execution
  • Providing rep-level assessments, session-level summaries, and structured written feedback
  • Reviewing and quality-checking assessments produced by other annotators on the team
  • Flagging ambiguous cases, unusual presentations, and content quality issues
  • Participating in calibration sessions with other annotators to maintain consistent scoring standards across the team
  • Working full-time (40 hours/week), remotely, using Sword's web-based annotation tools

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 – this is the nature of the role
  • Strong attention to detail and ability to apply scoring criteria consistently
  • Fluency in English (all guidelines and feedback are in English)
  • Reliable internet connection and a desktop or laptop computer
  • Comfortable with web-based tools (full training provided)
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
clinical assessmentmovement quality scoringinjury risk assessmentmovement effectiveness evaluationrange of motion analysistechnique assessmentwritten feedbackquality-checkingscoring criteria applicationmusculoskeletal exercise assessment
Soft Skills
attention to detailclinical judgmentreliabilitycommunicationteam collaborationadaptabilityconsistencyproblem-solvingtime managementfeedback delivery
Certifications
qualified physical therapist