Acute-Care Therapist (PT / OT / SLP) - AI Clinical Evaluation

About the role

A boutique consultancy is looking for experienced Physical Therapists, Occupational Therapists and Speech-Language Therapists / Pathologists with acute-care experience to contribute to an AI training and evaluation project. The work focuses on realistic clinical reasoning, chart review, rehabilitation planning and patient safety. Contributors create and review complex acute-care rehabilitation scenarios, longitudinal chart cases, gold-standard answers and evaluation rubrics, assessing whether outputs reflect appropriate clinical reasoning, functional assessment, mobility or swallow recommendations, discharge planning and safe coordination across the multidisciplinary care team.

The assignment is a 12-week contractor engagement, part-time or full-time (20-40 hours per week), and is remote, with locations listed as Bangladesh, Brazil, Colombia, Egypt, Ghana, India, Indonesia, Nigeria and Turkey. Selection is based on an online questionnaire, a 60-minute multiple-choice test and a review of resume, education and certification.

Key responsibilities

• Develop realistic acute-care rehabilitation cases and benchmark tasks.
• Review fragmented or longitudinal clinical records and identify meaningful changes, risks, contradictions and missing information.
• Evaluate AI-generated clinical outputs for accuracy, safety, practicality and appropriateness to the care setting.
• Assess functional status, mobility, activities of daily living, cognition, communication or swallowing depending on specialty.
• Review recommendations on discharge planning, rehabilitation needs, mobility assistance, diet texture, aspiration risk and follow-up care.
• Create gold-standard answers and clinically defensible reference solutions.
• Apply structured rubrics to assess reasoning, terminology, documentation and patient-safety implications.
• Evaluate coordination between therapists, physicians, nurses, social workers, dietitians and case-management teams.
• Identify unsafe, incomplete or inconsistent recommendations in clinical documentation.
• Incorporate calibration feedback and refine tasks through iterative review cycles.

Required profile

• Professional qualification in Physical Therapy, Occupational Therapy or Speech-Language Therapy / Pathology.
• Active or recently held professional license, registration or recognized credential appropriate to the candidate's country.
• Approximately 3+ years of professional experience in the relevant discipline, with current or recent practice within the last 3 years.
• Strong experience in acute-care hospital or inpatient clinical environments.
• Strong written English and the ability to give clear, clinically defensible reasoning.