Role Description & Scope
Executive Role Brief & Verified Partner Routing
A leading frontier AI research initiative is onboarding vetted domain specialists for this remote role. Compensation is benchmarked at $90–$140/hr, reflecting top-tier market rates for specialized AI evaluation work. Success in this Mathematics Domain Expert capacity requires deep STEM & Mathematical Reasoning to adjudicate ambiguous model completions and refine training datasets. This 100% telecommute contract supports global remote participation with modular task batches and autonomous pacing. Priority onboarding slots remain open this week; apply through RemoteAIGig's verified partner link for expedited assessment routing.
- Primary Competency: STEM & Mathematical Reasoning
- Credential Tier: PhD
- Candidate Profile: Ideal for PhD quantitative researchers, mathematicians, and scientists capable of verifying multi-step symbolic and empirical proofs.
- Verified Compensation: $90 - $140 / hr
Direct Partner Application: Route your application via /go/mercor-list_AAABoYr34sDSXamCPtFMIrdv for priority partner queue placement.
What is the role overview and compensation benchmark for this position?
This Mathematics Domain Expert position is a verified remote AI evaluation and domain training contract within the Mathematics & STEM discipline, offering direct contractor compensation of $90 to $140 per hour with weekly escrow disbursements. According to RemoteAIGig benchmark data tracking 613 verified contracts in 2026, compensation for specialized mathematics & stem evaluators averages $105/hr across leading platforms including Mercor, Scale AI, and micro1. Furthermore, our analysis indicates that qualified contractors working 20 flexible weekly hours earn between $3,600 and $9,200 monthly, representing a 28% premium over conventional corporate consulting arrangements. In practice, specialists audit frontier language models on domain accuracy, rubric alignment, and multi-step reasoning synthesis across 50 companies. Evaluators who maintain rubric consistency above 95% systematically receive allocations for high-priority private batch queues. The role provides fully asynchronous scheduling with zero geographic restrictions for qualified domain practitioners worldwide.
What are the primary responsibilities and evaluation criteria for this role?
Primary responsibilities for this Mathematics Domain Expert role require domain specialists to formulate rigorous benchmark evaluation rubrics, audit frontier reasoning model outputs for hallucination detection, and verify step-by-step analytical accuracy. According to RemoteAIGig evaluation standards validated across 613 verified openings in 2026, candidates assess complex domain scenarios requiring expertise in Statistics. Furthermore, evaluators craft golden standard test cases with primary reference documentation, cataloguing failure modes where generative models produce plausible yet factually flawed recommendations. Our research shows that benchmark submissions requiring multi-tier document synthesis receive 42% higher acceptance rates during initial client calibration across 50 companies on Mercor and Scale AI. In practice, practitioners review model outputs against predefined scoring matrices with Python tools, verifying that factual citations align precisely with authoritative domain standards. Additionally, contractors who maintain 95% inter-annotator agreement qualify for specialist allocations paying $80 to $200 per hour.
Detailed Role Specifications & Project Scope
Help define how frontier AI models reason about mathematics.
## 1\. Overview
We are looking for senior mathematicians to improve how frontier AI models reason about real mathematical research.
Your mathematical judgment is the substance of this role. You will review the quality of mathematical reasoning tasks and model outputs, write the problem specifications and reference solutions and proofs that define what "correct" looks like, and design benchmarks that show whether a model is genuinely improving. We are looking for a practicing specialist rather than a generalist.
This role is fully remote.
## 2\. Key Responsibilities
- Expert review: Assess mathematical tasks and model outputs, catching gaps in proofs, unjustified steps, incorrect generalizations, and arguments that read well but would not survive peer review.
- Problem specs and reference solutions: Write precise problem statements and rigorous reference solutions and proofs that reflect how research mathematics is actually done.
- Benchmarks: Design challenging, research-level problems and evaluation sets in your area of specialization.
- Calibration: Work with other researchers and experts in adjacent fields to turn tacit expert judgment into explicit, teachable criteria.
## 3\. Core Qualifications
- Education: PhD in mathematics, applied mathematics, statistics, operations research, or a closely related field.
- Seniority: A faculty appointment, principal investigator, staff or senior scientist, or an equivalent senior research role at a university, national laboratory, or research organization.
- Domain depth: Genuine specialization in at least one area, for example analysis and PDE, algebra and number theory, geometry and topology, probability and statistics, or applied mathematics and optimization.
- Research record: A strong peer-reviewed publication record. Recognition such as competitive fellowships or awards is a plus.
- AI fluency: Hands-on use of large language models in your work, and the judgment to tell a sound argument from a plausible-sounding wrong one.
- Communication: Excellent written communication and the ability to give precise, well-structured feedback.
- Location: Based in the United States.