Retail Trader

Trading knowledge for AI

Contribute practical retail investing experience to research on how AI understands investor behavior. The remote contract involves independent, task-based assignments that fit around your own schedule.

• Assess trading content, investor communications, and brokerage activity for accuracy and practical relevance.
• Annotate financial data consistently according to structured instructions.
• Judge model reasoning about equities, ETFs, cryptocurrency, and wider market behavior.
• Explain how retail investors think about risk, investment conviction, and executing a trade.
• Help improve model understanding of portfolio strategies and market analysis.

Relevant experience

You should actively trade or invest in stocks, ETFs, crypto, or derivatives and know how major brokerage services work. Examples include Robinhood, Wealthsimple, Charles Schwab, Fidelity, eToro, Interactive Brokers, SoFi, and Webull.

Current market knowledge, sound analytical judgment, and the ability to explain an investing decision clearly are important. The work also requires attention to labeling instructions and dependable independent delivery; previous AI or annotation experience is not required.

Helpful background

Experience in options, futures, or other derivatives is welcome. Personal finance, investment research, financial analysis, technical or fundamental analysis, and exposure to multiple asset classes or international markets are also useful.

Working arrangement

The freelance role is fully remote with flexible scheduling and varied assignments. It connects everyday trading experience with financial AI research, and continued work or a contract extension may be available.