Prompt Evaluator
North Star Staffing
Job Overview
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Job Description
Prompt Evaluator
One of our clients is hiring a Generalist Evaluator Expert to support a high-impact AI research initiative. This role focuses on authoring structured prompt–answer pairs and evaluation rubrics used to train and benchmark advanced language models.
About the Role
This short-term, flexible engagement is ideal for strong writers and analytical thinkers who enjoy transforming complex ideas into clear, structured instructions. You will design prompts, define grading standards, and assess AI-generated outputs within a research-driven project environment.
Key Responsibilities
- Design detailed prompts with multiple constraints and structured instructions
- Author high-quality “golden answers” aligned to defined expectations
- Develop comprehensive evaluation rubrics and grading criteria
- Run prompts through AI systems and assess outputs against standards
- Participate in quality assurance cycles to ensure rigor and consistency
- Contribute to benchmarking workflows before dataset integration
Ideal Qualifications
- BS or BA from a reputable institution (completed or in progress)
- Strong writing, editing, and critical thinking skills
- Ability to work independently and meet structured deadlines
- Familiarity with ChatGPT or similar AI tools for personal or professional use
- Experience in teaching or research preferred
- Must be based in the United States or Canada
Project Details
- Commitment of at least 20 hours per week
- Expected duration of approximately 2 months
- Structured project environment with clear goals and tooling
Application Process
- Complete a short AI-led interview (~15 minutes)
- Complete a 45-minute written assessment focused on rubric design
- Selected candidates will be invited to begin project work
More About the Opportunity
- Fully remote, flexible schedule
- Independent contractor engagement
- Weekly payments via Stripe or Wise
- Project scope may be extended based on performance
Key skills/competency
- Prompt authoring
- AI evaluation
- Language models
- Rubric design
- Critical thinking
- Strong writing
- ChatGPT
- Quality assurance
- Benchmarking
- Structured instructions
How to Get Hired at North Star Staffing
- Research North Star Staffing's mission: Understand their client focus in AI research and how the Prompt Evaluator role contributes.
- Customize your resume: Tailor your resume to highlight strong writing, critical thinking, and any experience with AI tools like ChatGPT for the Prompt Evaluator position.
- Prepare for AI-led interview: Practice articulating your analytical process and experience in a structured, concise manner for North Star Staffing's initial AI interview.
- Master the written assessment: Demonstrate your ability to design detailed prompts, author quality answers, and develop clear evaluation rubrics during the 45-minute written test.
- Showcase independent work: Emphasize your ability to work autonomously, meet structured deadlines, and manage project commitments effectively, as North Star Staffing values independent contractors.
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