Advanced Mathematics Expert Reviewer

Act as the highest domain escalation layer for difficult mathematical datasets, proofs and model responses.

Key responsibilities

• Audit complex solutions and proof structure.
• Adjudicate disagreements between annotators and evaluators.
• Define gold-standard answers and edge-case guidance.
• Improve rubrics and calibration materials.

What we look for

• Master’s, PhD or demonstrably advanced expertise in mathematics; proof-writing and rigorous review experience preferred.

How success is measured

Expert agreement, adjudication turnaround, gold-set reliability.

How this works on Jwuma

Candidate profile → skills evidence → domain assessment → calibration task → qualification → project matching → production → peer review → expert QA → performance feedback and progression. Corpshore AI service alignment Applicable across annotation and labeling, RLHF and preference data, model evaluation and red-teaming, multimodal datasets and specialized AI data operations, depending on project scope.

Common questions