The Work
You will review and improve financial analysis datasets used to train AI systems. The work applies equity research judgment to earnings, company models, valuation, sector analysis, and written research.
The listing combines analyst responsibilities with AI training review duties. Review the duties and qualifications before applying.
- Review equity research datasets for accuracy and relevance.
- Analyze earnings reports, revise estimates, and summarize peer comparisons.
- Evaluate revenue, margin, cash flow, and valuation drivers in company models.
- Write concise research summaries and event-driven updates based on sector knowledge.
- Develop investment theses that connect qualitative business factors with financial results.
- Identify industry trends, sector metrics, and company catalysts.
- Give feedback on data quality and improve research-related content.
What It Pays And Takes
This is remote, part-time contractor work. The role requires strong equity research judgment, financial analysis skills, and clear communication in English.
- Pay: $175 to $300 per hour.
- Work arrangement: Remote contractor role with part-time employment type.
- Location: Open to candidates in Algeria, Argentina, Austria, Bahrain, Bangladesh, Belgium, Brazil, Canada, Chile, Colombia, Denmark, Egypt, France, Germany, Ghana, Greece, India, Indonesia, Italy, Japan, Jordan, Kazakhstan, Kenya, Kuwait, Kyrgyzstan, Lebanon, Malaysia, Mexico, Morocco, the Netherlands, Nigeria, Oman, Pakistan, Palestinian Territories, Peru, the Philippines, Portugal, Qatar, Saudi Arabia, Singapore, South Africa, Spain, Sri Lanka, Switzerland, Taiwan, Thailand, Tunisia, the United Arab Emirates, the United Kingdom, the United States, Uzbekistan, and Vietnam.
- Location coverage: Argentina, Austria, Bangladesh, Belgium, Bahrain, Brazil, Chile, Colombia, Denmark, Germany, Egypt, Spain, France, Greece, Indonesia, India, Italy, Japan, Jordan, Kenya, Kyrgyzstan, Kuwait, Kazakhstan, Lebanon, Sri Lanka, Morocco, Mexico, Malaysia, Nigeria, the Netherlands, Oman, Peru, the Philippines, Pakistan, Palestine, Portugal, Qatar, Saudi Arabia, Singapore, Thailand, Tunisia, Taiwan, Uzbekistan, Vietnam, and South Africa.
- Language: Fluent in English.
- Required background: Extensive sell-side research associate experience with ownership of company models and written research, or publishing and lead research analyst experience.
- Modeling experience: Covered multiple companies through several earnings cycles while maintaining comprehensive models.
- Research skills: Connect business drivers to financial outcomes and valuation; perform earnings analysis, peer benchmarking, valuation work, event-driven updates, and investment thesis development.
- Sector expertise: Specialist knowledge in at least one sector, such as banking, insurance, or biotechnology.
- Communication: Explain complex financial concepts clearly in writing and conversation.
- Helpful background: Experience defending research views and taking responsibility for research accuracy and quality.
- Prior AI training experience is not required.
How it works
You apply here in about two minutes and finish on the hiring platform. The next step is a short AI interview (technical roles include a coding challenge). Passing it is how you qualify for paid tasks, so take it soon after you are invited.
About AI Training Work
AI training uses human-reviewed examples to help artificial intelligence handle tasks such as analysis, writing, and evaluation. People with specialist knowledge are needed to judge whether model content is accurate, useful, and grounded in the subject.