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Math Expertise for AI Training
Outlier • Argentina, Australia, Canada, United Kingdom, India, Mexico, New Zealand, Puerto Rico, United States
Education
Not stated
Type
Hourly
Pay Rate
$50/hr
Listed
54d ago
About this role
From the Outlier listing
About Outlier Outlier is the world’s leading expert platform to improve AI models by providing expert human feedback. We partner with companies including Meta to enable advanced generative AI models to provide accurate responses and advanced reasoning capabilities. Outlier is seeking Mathematics experts to refine the logical reasoning and problem-solving capabilities of next-generation frontier models (including Meta’s latest releases). You won't just be "checking work"—you’ll be architecting the ground-truth data that teaches AI to think. Synthesize high-complexity problem sets that push the limits of current LLM reasoning Develop and answer Math-related questions to refine AI understanding Evaluate and author complex reasoning traces to ensure models follow logical, step-by-step proofs Assess and rank AI responses based on scientific rigor Required expertise and qualifications: Education: Bachelor's degree or higher in Mathematics or a closely related field (can be currently enrolled) LaTeX Proficiency for technical documentation and formula rendering English Proficiency: Ability to read and write with minimal errors Research Experience: Strong preference for candidates with peer-reviewed publications, patents, conference presentations, research grants, or industry R&D contributions Payment: Base pay: Earn up to USD $50 per hour for core project work Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%. Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. Additional incentives data is based on payments made in the past six months and is updated quarterly. Please review the payment terms for each project. PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data. This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances. © 2026 Smart Ecosystems. All rights reserved. Terms of Use Community Guidelines Privacy Policy Flexible Working Guidelines Cookies Policy Data Processing Addendum
Requirements
- Must be eligible to work in one of: Argentina, Australia, Canada, etc.
- Fluent proficiency in English (Written & Verbal)
- Reliable high-speed internet connection
- Bachelor's degree or equivalent professional experience
- Demonstrated expertise in Mathematics
- No use of VPNs or proxy services during work
- Strict ID verification and location monitoring compliance
Why this role
This Math Expertise for AI Training role pays $50/hr for your Mathematics judgment directly, without requiring case files, client meetings, or firm overhead to get there.
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Common questions
How long does it take to start working on Outlier after applying?
Anywhere from 3 days to several months. The gap comes down to demand: if Outlier needs your specific major or skill set right now, onboarding is fast. If not, you sit in a pending queue until a matching project opens.
Is Outlier a full-time job?
No, it's freelance project work, not employment. Hours can reach 40 a week when projects are active, but assignments pause or end without notice. Treat it as a side income stream, not your primary source of rent money.
What does task-based AI training work look like?
Practical, hands-on data work: recording short videos, categorizing images, rating text responses, or analyzing data. Tasks are designed to be short and distinct, typically 5 to 60 minutes each.
What does asynchronous AI training work mean in practice?
No set hours, no check-ins, no meetings. You log in when you want, pick up an available task, complete it, and submit; nobody is waiting on you in real time. That's different from remote employment, where you're expected online during business hours. The tradeoff: you're competing with others for available tasks, so an empty queue means there's simply nothing to do until more work is released.
What does Mathematics work look like for a Math Expertise for AI Training?
Tasks here are scoped to Mathematics, not generic labeling. As a Math Expertise for AI Training, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Mathematics) rather than following a one-size-fits-all rubric. If you don't have hands-on Mathematics background, this is likely not the right listing to start with.
What specific skills does this listing call for?
English and Expert are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.
How much does this specific role pay?
This listing is posted at $50/hr, an hourly rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
Can I apply from outside Argentina, Australia, Canada and 6 other countries?
This specific role is open only to people based in Argentina, Australia, Canada, the United Kingdom, India, Mexico, New Zealand, Puerto Rico, and the United States. If you are somewhere else, applying is unlikely to lead to an offer even if you pass the assessment, because the restriction is usually about where the work can legally be contracted rather than your skills. Read the full description for any tax-residency or right-to-work caveats before you apply, since they can differ by country.
Is Outlier work consistent week to week?
No, it's project-based, and you'll periodically hit an "Empty Queue" where no tasks are available for your expertise. Treat it as secondary income rather than a full-time replacement.