Clinical Video Annotator (Physical Therapist) - Contractor

What you’ll be doing

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. Part-time option is also available (min 20 hours/week)

What you need to have

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)