Project Overview

Join a growing community of professionals advancing the next wave of AI. As an AI Trainer, you’ll play a hands-on role by analyzing and providing feedback on data to improve LLM performance, helping ensure that the next generation of AI technology is accurate and trustworthy.

We are seeking a skilled Rehabilitation Therapist to work as a project consultant in our AI Labor Marketplace. This is not a full-time employment position — you will be engaged as an expert project consultant on a contract basis.

Location: U.S.-based experts only

Engagement: Part-time, project-based expert evaluation work

Work Type: Remote

Project Summary: CareerBench evaluates how effectively AI systems provide career guidance across professional occupations. We are seeking licensed Rehabilitation Therapists, including Physical Therapists, Occupational Therapists, Speech-Language Pathologists, and related rehabilitation professionals, to evaluate AI-generated career guidance related to clinical practice, licensure, specialization, healthcare settings, professional development, and advancement within rehabilitation professions. Contributors will ensure AI-generated recommendations accurately reflect educational requirements, credentialing expectations, and professional realities.

Consultant Engagement Terms

This is a project-based consultant role. Consultants will be paid on a per-project basis; hourly rates are estimates based on anticipated completion time. Consultants control their own schedule, provide their own tools, and may simultaneously provide services to other vendors/employers (subject to those vendors’ allowances).

Responsibilities

Contributors will:

• Create benchmark answers for rehabilitation therapy career questions
• Develop profession-specific scoring rubrics for evaluating AI-generated guidance
• Assess recommendations related to licensure, certification, and continuing education
• Review advice involving clinical specialization, healthcare settings, and patient populations
• Evaluate guidance concerning leadership opportunities, private practice, and professional advancement
• Identify inaccurate, non-compliant, or unrealistic career recommendations
• Provide written rationale supporting evaluation outcomes

Expected Outcomes

• Accurate benchmark responses aligned with rehabilitation therapy practice
• Reliable evaluation frameworks for rehabilitation career guidance
• Consistent scoring of AI-generated responses across career scenarios
• Identification of inaccuracies related to licensure, credentialing, and professional development
• High-quality expert feedback supporting trustworthy AI evaluation

Qualifications

• Active U.S. license required (PT, OT, SLP, or related rehabilitation discipline)
• Minimum 3 years of professional rehabilitation therapy experience
• Familiarity with licensure, credentialing, and specialization pathways
• Experience providing direct patient care in clinical, hospital, outpatient, school, or rehabilitation settings
• Strong written communication and analytical skills
• Ability to evaluate professional guidance objectively and consistently
• U.S.-based

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