Asset & Wealth Management Expert

Opportunity

This standing asset and wealth management pool connects asset and wealth managers with relevant AI training and evaluation projects. It is not an opening for a specific assignment. The listing remains available when no matching project is active, supporting projects that begin at short notice. Professional judgment and standards inform the criteria used to assess model performance.

Potential assignments

• Develop investment cases or client scenarios from your own mandate or book, including the thesis, constraints, risk budget, and reference answer.
• Evaluate AI portfolio construction, allocation, and tax strategies, testing intended factor exposures, benchmark selection, withdrawal sequencing, and return attribution.
• Identify recommendations that appear defensible but violate investment mandates or client needs because of liquidity, concentration limits, drawdown tolerance, or time horizon. Past projects in this field have posted or paid $100 to $130 an hour. Rates are set separately for each project by scope and depth.

Background

• Professional experience in portfolio management, buy-side research, multi-asset allocation, financial planning, or private client advisory.
• Clear written communication and the ability to explain the reasoning behind evaluations.
• Comfort with ambiguous tasks and readiness to identify unclear instructions.

Relevant fields and backgrounds

• Long-only asset managers and mutual fund complexes
• Hedge funds and multi-strategy investment businesses
• Pension, endowment, and sovereign allocators
• Private banks and wirehouse wealth management
• Registered investment advisors and multi-family offices
• Trust, estate, and fiduciary practices These backgrounds are common, not exhaustive. Recent personal responsibility for investment decisions and the ability to explain tradeoffs matter more than the firm name.

Application and matching

Applicants submit a resume, confirm their working location, and complete a short AI interview. The process takes about 20 minutes in total, followed by background verification and inclusion in the relevant pool. Matching specialists receive invitations to separate project listings identifying the rate, hours, and client. Selection decisions occur at the individual project stage.

What to expect

This standing listing does not issue acceptance or rejection decisions. Contact depends on matching project demand and may occur within a week or after several months. Completing the domain expert interview and entering all relevant networks improves matching prospects. A single signup provides eligibility across those networks.