AI Project Reviewer (TEMP)

Position Overview

• Location Type: Remote
• Employment Type: Contract
• Salary: Not specified
• Estimated Hours: ~20 hours/week
• Description: As an AI Project Reviewer, you will be responsible for evaluating learner submissions against detailed rubrics for a new product. You will apply consistent judgment to determine pass/fail outcomes and provide clear, constructive feedback to help learners improve. Working alongside our product and learning design teams, you’ll help calibrate and validate assessment approaches to ensure fair, accurate, and valuable feedback for our members. This is a contract role with flexible engagement based on project needs.

Who We Are:

MasterClass is the streaming platform where the world's best come together so anyone, anywhere, can access and be inspired by their knowledge and stories. We put you in the room with the creators, thinkers, makers and leaders who have changed the world, so that you can change yours. Members get unprecedented access to 200+ instructors and classes across a wide variety of fields, including Arts & Entertainment, Business, Design & Style, Sports & Gaming, Writing and more. Step into Nas' recording studio and Gordon Ramsay's kitchen, and go behind the big screen with James Cameron. Design your career with Elaine Welteroth, get ready to win with Lewis Hamilton, perfect your pitch with Shonda Rhimes and discover your inner negotiator with Chris Voss. If you want to help make an impact on our members' lives – we want to hear from you! We are looking for more than what a resume can show. If you don't have the exact experience or skills, but think you'd be a great addition to MasterClass, please apply for the role.

Requirements

• 5+ years of experience in assessment, evaluation, or educational feedback roles.
• Proven ability to consistently apply detailed rubrics across multiple submissions.
• Strong written communication skills with the ability to articulate reasoning clearly.
• Experience providing constructive feedback to support learner growth.
• Ability to work independently while maintaining high standards.
• Willingness to refrain from using AI during evaluations and written rationales.

Responsibilities

• Review and evaluate projects against detailed rubrics, providing consistent pass/fail judgments.
• Write clear, actionable feedback that helps learners understand areas for improvement.
• Collaborate with the learning design and product team to refine rubrics and assessment criteria.
• Compare human and AI assessment outcomes to identify areas for calibration.
• Document reasoning behind evaluation decisions to support assessment consistency.

You’re a Great Fit If You:

• Are passionate about education and committed to helping learners succeed.
• Have a keen eye for detail and take pride in maintaining high standards in evaluation.
• Enjoy providing feedback and supporting learner growth.