Finance AI Strategy Lead — Equity & Data

Google LLC; Mountain View, New York (CA, NY); Hybrid; USD 207,000 - 300,000; Full time

Job summary

Google DeepMind’s Gemini Data team seeks a Finance Expert Lead to shape our foundational data strategy for the financial sector, mapping complex workflows and identifying critical areas for model enhancement.

You will curate high-quality data by designing tasks and rubrics, and working with researchers to ensure coverage, realism, and accuracy across vendors, customers, and synthetic pipelines.

Qualifications

• Master's degree in Finance, Economics, Business Administration, a related quantitative field, or equivalent practical experience.
• Experience measuring the performance of LLMs or generative AI tools and optimizing them for financial use cases.

Responsibilities

• Set the Finance data strategy by mapping workflows and tools into a use-case taxonomy, and partnering with research to prioritize capabilities, data coverage, and sourcing pipelines.
• Create high-quality Finance data by designing tasks and rubrics, and quality assurance for datasets from vendors, customers, and synthetic pipelines for correctness, realism, and coverage to close gaps.
• Steer data priorities using model failures by reproducing reported losses and stress-testing checkpoints on real workflows to identify missing domain knowledge, broken conventions, and false assumptions.
• Build Finance evaluations by assessing industry benchmarks to measure data strategy success, and advise cross-team evaluation efforts on domain coverage and realism.
• Scale expertise by recruiting and guiding subject matter experts (SMEs), acting as the domain authority to enforce vendor quality, and converting Googler expert contributions into usable training and evaluation data.

Skills

LLM evaluation

Cross-disciplinary

Financial domain knowledge

Data strategy

Education

Master's degree in Finance, Economics, Business Administration, or related field

Job description

Google DeepMind’s Gemini Data team seeks a Finance Expert Lead to shape our foundational data strategy for the financial sector, mapping complex workflows and identifying critical areas for model enhancement.

You will curate high-quality data by designing tasks and rubrics, and working with researchers to ensure coverage, realism, and accuracy across vendors, customers, and synthetic pipelines.