Finance Professional for AI Workflow Evaluation

Evaluate finance tasks and workflows to ensure they reflect authentic, real-world practice in quantitative research and systematic trading. You will apply your domain expertise to judge task realism, identify gaps or unrealistic constraints, and provide clear, actionable feedback during a focused, high-engagement one-week sprint.

• Review individual finance tasks and workflows for professional realism, clarity, scope, and internal consistency
• Assess whether task inputs, context, and expected workflows match how the work is actually performed in practice
• Identify missing assumptions, ambiguous instructions, unsupported requirements, impractical constraints, and material edge cases
• Flag tasks that are too broad, too generic, or unlikely to measure real finance capability
• Provide concise, structured written feedback and targeted recommendations to improve task realism
• When necessary, cross-check task logic with trusted domain peers to uphold quality across the sprint

• Researcher track: 5 to 8 years of relevant experience; Senior reviewer track: 8 to 15 years of relevant experience
• Professional background in quantitative research, systematic trading, portfolio construction, or a closely related field
• Strong Python skills, with hands-on experience building or reviewing quantitative research
• Deep knowledge of research bias, data quality, validation methods, transaction costs, risk measurement, and implementation constraints
• Excellent written communication, able to explain not only whether something is correct, but why
• High attention to detail and sound professional judgment when evaluating work against explicit standards
• Experience reviewing analysts, approving work, designing controls, or setting quality standards is especially valuable for the senior track

• Location: Remote
• Engagement type: Hourly
• Compelling timeline: the Finance Sprint begins within 24 hours of posting, and is a concentrated engagement over the following week
• Offers are made on a first-come, first-served basis
• This is a high-engagement project, apply only if you can remain actively involved throughout the sprint
• Typical tasks may require multi-hour uninterrupted work sessions, commonly around 2 to 4 hours per task
• Must keep Slack notifications enabled, and respond to project updates, questions, and feedback within the same day
• Task content is confidential and may vary during the sprint

$170 to $220 per hour.

• Applications will be considered on a first-come, first-served basis, due to the rapid start and short timeline
• Apply only if you can begin within the next 24 hours and commit to active participation for the one-week sprint
• If selected, you will be expected to engage promptly with task assignments and project communications as described above