Investment AI Trainer & Market Analytics Specialist

Agency; United States; Remote; USD 90,000 - 130,000; Full time

Job summary

Agency is seeking a research-focused professional to guide the development of training data for LLMs analyzing financial markets. You will design prompts, assess investment reasoning, and help build robust evaluation methods.

Work will focus on ensuring accuracy in equity and fixed income analysis, documenting reasoning steps, and providing actionable feedback to improve model performance in asset allocation tasks.

Qualifications

• Familiarity with equity and fixed-income markets, portfolio management, or asset allocation.
• Knowledge of derivatives, valuation methods, financial modeling, or risk management.
• Understanding of macroeconomic influences on markets and behavioral finance.
• Ability to provide clear, metacognitive communication by explicitly articulating reasoning processes.

Responsibilities

• Engage LLMs with investment scenarios and market-based questions.
• Verify factual and financial logic in model outputs.
• Assess validity of investment reasoning and capture error traces.
• Provide structured feedback to improve prompts, evaluation frameworks, and depth.
• Identify oversimplifications in market behavior and data misinterpretations.

Skills

Equities and Fixed Income Markets

Portfolio Management / Asset Alloc.

Derivatives, Valuation, Modeling

Macroeconomics / Behavioral Finance

Metacognitive Reasoning

Education

Finance, Economics, or related field

Job description

Agency is seeking a research-focused professional to guide the development of training data for LLMs analyzing financial markets. You will design prompts, assess investment reasoning, and help build robust evaluation methods.

Work will focus on ensuring accuracy in equity and fixed income analysis, documenting reasoning steps, and providing actionable feedback to improve model performance in asset allocation tasks.