Rubrics Expert
$35 - $50/hourpay
Required Skills
Performance Analysis & Feedback Structuring
Rubric Design & Development
Scoring Methodology & Calibration
Assessment Validation & Quality Control
Job Description
Job Title: Rubrics Expert
Job Type: Contract
Location: Remote
Job Summary:
Join our customer's team as a Rubrics Expert, where you will play a pivotal role in designing and validating robust rubrics for AI training projects. Utilize your expertise in performance analysis, scoring methodology, and real-world judgment to ensure the highest quality of assessment outputs. This unique opportunity allows you to combine your experience in rubric development with practical grocery shopping insights to elevate the accuracy and realism of AI models.
Key Responsibilities:
- Design, develop, and refine comprehensive rubrics tailored to AI training and assessment needs.
- Analyze task performance and provide structured, actionable feedback to guide improvement and calibration.
- Establish and document effective scoring methodologies that ensure consistency, fairness, and high-quality outcomes.
- Lead calibration sessions to align evaluators and maintain rubric integrity across projects.
- Validate assessment outputs for accuracy, reliability, and alignment with project objectives.
- Oversee quality control processes, making data-driven recommendations for rubric enhancements.
- Collaborate with cross-functional teams to integrate prompt design principles and grocery shopping scenarios into assessment frameworks.
Required Skills and Qualifications:
- Proven expertise in rubric design, performance analysis, and feedback structuring for complex assessment environments.
- Strong background in scoring methodology development and calibration for AI or educational projects.
- Demonstrated success in assessment validation and quality control processes.
- Exceptional written and verbal communication skills, with the ability to convey nuanced judgment and rationale.
- Experience with prompt design and rubric creation for AI-driven initiatives.
- Practical, hands-on grocery shopping experience (via apps, delivery, in-store, or pickup) to inform realistic scenario assessments.
- Detail-oriented, analytical, and adaptable approach to evolving project requirements.
Preferred Qualifications:
- Previous experience in AI data training or human data evaluation projects.
- Background in instructional design, educational assessment, or related field.
- Familiarity with agile work environments and cross-functional project collaboration.
About micro1
micro1 is a data engine that helps AI labs train foundational models and enterprises build AI agents. We provide frontier evaluations and reinforcement learning environments used to improve LLM capabilities, as well as contextual evaluations used to monitor and improve AI agents in enterprise settings. Our data engine includes an AI recruiter agent that sources and vets domain experts, a data platform that enables rapid production of high-quality training data, and a pipeline performance system that ensures both quality and velocity.
Our goal is to have 1 billion people doing meaningful work by contributing their expertise to the development of frontier AI models. We’ve raised $40M+ in funding, and our AI recruiter has powered more than 1 million AI-led interviews as our global network of experts expands to form the human intelligence layer for AGI.