Uber AI Solutions · 1 day ago
Freelance Senior Finance Expert
United States
Contract
Remote
Senior Level, Lead/Staff
12+ years expUber AI Solutions is Uber’s new marketplace connecting freelancers with Generative AI researchers. They are inviting experienced finance professionals to collaborate on a new client project at the frontier of GenAI, focusing on defining financial workflows and evaluating LLM performance in finance-related tasks.
Computer Software
No H1B
Responsibilities
Define real-world, research-driven financial workflows (e.g., M&A analysis, valuation, portfolio construction) and translate them into structured LLM evaluation workflows
Design rigorous evaluations, rubrics, and preference-ranking frameworks with clear inputs, expected outputs, and success criteria
Evaluate LLM performance on complex financial tasks including financial modeling within LLM workflows, data extraction, statement analysis, market interpretation, and risk assessment
Conduct deep error analysis, identify failure modes, loss patterns, and quality trends, and feed insights directly into model improvement or fine-tuning cycles
Guide evaluation dataset creation, annotation workflows, and human-in-the-loop processes (e.g., RLHF / preference optimization), working closely with product and engineering teams
Qualification
Required
Proven Domain Expertise: 12+ years of hands-on experience in Investment Banking, Private Equity, Asset Management, or Equity Research
Direct LLM Evaluation Experience (Non-Negotiable): Demonstrated experience in 3–4 or more of the following: LLM projects (hands-on, not high-level strategy), Model evaluation, preference ranking, or rubric design, Evaluation datasets and annotation workflows, Error analysis, failure modes, and quality trend tracking, Feedback loops into model improvement or fine-tuning, Human-in-the-loop / RLHF / preference optimization, Financial modeling embedded within LLM evaluations
Analytical Rigor: Ability to break complex financial reasoning into measurable, testable steps
Communication: Can clearly explain nuanced financial judgments to non-finance and technical audiences
Technical Acumen: Comfortable working closely with AI and engineering teams; understands how LLMs fail, not just how they work
Attention to Detail: High bar for accuracy, consistency, and evaluation quality
Company
Uber AI Solutions
Uber AI Solutions is the one-stop partner for enterprises aiming to innovate and scale.
5001-10000 employees
Funding
Current Stage
Late StageCompany data provided by crunchbase