Finance Data Strategy Lead

Google LLC; Greater London; On-site; GBP 110,000 - 112,000; Full time

Benefits offered by this job

Equity grants

Bonus target

Competitive package

Job summary

Google DeepMind is expanding Gemini’s frontier AI capabilities for Finance professionals. We seek a Finance Expert Lead to map complex Finance workflows, identify data gaps, and curate high‑quality datasets to empower Gemini as the premier AI assistant for finance executives.

The role involves shaping data strategy, prioritizing capabilities with research, and scaling with SMEs to ensure robust, realistic data across financial domains. Equity and a competitive package are offered.

Qualifications

• Master's degree in Finance, Economics, Business Administration, a related quantitative field, or equivalent practical experience.
• Experience measuring the performance of Large Language Models (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

ML model evaluation

Cross-functional communication

Programming for ML models

Measuring LLM performance

Education

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

Job description

Google DeepMind is expanding Gemini’s frontier AI capabilities for Finance professionals. We seek a Finance Expert Lead to map complex Finance workflows, identify data gaps, and curate high‑quality datasets to empower Gemini as the premier AI assistant for finance executives.

The role involves shaping data strategy, prioritizing capabilities with research, and scaling with SMEs to ensure robust, realistic data across financial domains. Equity and a competitive package are offered.