Operations Expert — Get Paid for Your Expertise

Get paid to write the operations problems AI still can't solve Put your operations expertise to work training AI at Outlier.ai. Design real-world problems in ERP, AML, SA-CCR, or claims automation that make models smarter. Join today. Operations Expert — Get Paid for Your Expertise | Outlier I'm Interested Login View Opportunities About Us Our Experts Blog FAQ Work remotely on your own schedule — design realistic back-office or regulatory problems, write verified solutions, and apply in minutes See Common Tasks Work Remotely Up to $360 USD/task Contribute to real AI research PhD PAY RATE LOCATION Global DEGREE REQ. Masters Earn Up to $360 USD/task - Plus additional incentives Rates vary based on expertise and project requirements. Paid via PayPal and AirTM Remote - Global Choose your own schedule. Most experts spend 5-10 hrs/week, up to 40 hours Use GPT, Claude, and more — completely free Over $200/month in AI access, included at no extra cost. About the Role Responsibilities Ideal Qualification Compensation Application Process FAQs Outlier is the world's leading expert platform, connecting an elite network of contributors to train AI for OpenAI, Meta, and Microsoft — ensuring the AI shaping medicine is built by the people who understand it best. 900K+ Outlier Experts $600M+ Paid Out Countries Responsibilites Design a problem: Draw on your professional or academic expertise to design genuinely difficult, realistic problems for models to complete. Develop solutions to the problem: Write a correct, verified solution yourself, along with an automated checker script that can grade an AI's output as right or wrong. Challenge leading models against your problem: Test your task against frontier AI models (e.g., Claude, GPT) to confirm they struggle with or fail it, since the goal is to find problems that genuinely stump top models. Refine and finalize: Iterate on the problem, solution, and checker based on model performance to improve difficulty, clarity, and reliability. Common Tasks Write a prompt Write simple prompts that will act as a starting point for AI models Edit Preview Correct AI-models chain of thought Review, analyze, and rank AI-models chains of thought for correctness and approach Step 1 Response Step 2 Response Improve Approve Step 3 Response Domain expert or consultant in a regulated/enterprise back-office process, such as: Back-office automation (claims, freight/dispatch, ERP/procurement, production planning) — 8–10+ years Regulatory-finance quant (SA-CCR/BCBS 279/CRR3/XVA/ISDA CSA) Compliance/regulatory reporting (Intrastat, AML/KYC) Ads/marketplace optimization (CTR optimization, click-fraud) Currently accepting applicants from: On average, contributors earn an additional 7.5% through Missions — Outlier's version of surge pricing. The top quartile boosts their earnings by an average of 11%. ** Join a Network of Elite Medical Professionals Work flexibly from anywhere, anytime - no minimum hours Free access to leading LLMs — worth $200+/month Submit an interest form Receive a personalized signup link from our team Create account on Outlier and start earning Frequently Asked Questions (FAQs) What is Outlier? How is it related to Scale AI? What's the expected time commitment for participants? When and how will I be paid? How can I get support? Who do I contact with questions as I onboard? What do I need to sign up for this opportunity? Will I be an Outlier employee? Who else will be a part of the program? Have more questions? View more FAQs here ** Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. 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 Outlier. All rights reserved.