Mainland China & Spain Market Expertise | Remote Freelance Opportunity Company: Volga Partners Department: Finance Domain Specialization: Fixed Income Engagement Type: Freelance | Project-Based Work Arrangement: Fully Remote Experience: 3–5 Years Compensation: Proposed $18–$45…
RL Environment Creation & Review [Various Domains]
United States
$90/hr
August 20, 2026
Reposted Aug 29
Job description
What We're Researching
We're running a paid study on how professional work can be accurately modeled inside reinforcement learning environments. By building realistic scenarios from a wide range of fields, we can better train artificial intelligence systems to handle complex decision-making. Your expertise will directly inform the structure and logic of these simulated worlds.
Time Expectations
Minimum of 10 hours/week.
How It Works
During this remote session, you will interact with our reinforcement learning platform built to model professional work. You will be asked to map out common scenarios from your field, detailing the variables, constraints, and potential outcomes. The platform will guide you through building these simulated worlds while you explain your reasoning. You will also provide feedback on how accurate and easy to use the modeling tools are.
Who This Is For
We are looking for experienced professionals who know the day-to-day work in their field extremely well. We welcome professionals from a wide range of backgrounds and areas of expertise. A technical background or prior experience with AI platforms is helpful but not required.
Responsibilities
- Interact with a reinforcement learning platform built for these fields
- Map out realistic scenarios from your field using platform tools
- Define the variables, constraints, and logic behind real scenarios in your field
- Provide feedback on the accuracy and usability of the scenario builder
Requirements
- Professional experience and a strong understanding of the day-to-day work in your field
- Solid understanding of how decisions get made in your field
- Comfortable using new technical platforms and modeling tools
- Able to clearly explain the principles and constraints of your field
Apply now
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Mainland China & Spain Market Expertise | Remote Freelance Opportunity Company: Volga Partners Department: Finance Domain Specialization: Fixed Income Engagement Type: Freelance | Project-Based Work Arrangement: Fully Remote Experience: 3–5 Years Compensation: Proposed $18–$45…
Help evaluate AI assistants on realistic finance and accounting tasks. You give an AI assistant a task like one from your own work, work with it over several turns, and rate the result against a professional standard.
Use your finance judgment to catch what general models get wrong. Modeling and analysis, plus the judgment calls that trip up general models. What you would do Build and check financial models. Analyze statements and grade model answers.