Senior Workforce Strategy and Capacity Planning Lead

Trust & Safety team members are tasked with identifying and taking on the biggest problems that challenge the safety and integrity of our products. They use technical know-how, excellent problem-solving skills, user insights, and proactive communication to protect users and our partners from abuse across Google products like Search, Maps, Gmail, and Google Ads. On this team, you're a big-picture thinker and strategic team-player with a passion for doing what’s right. You work globally and cross-functionally with Google engineers and product managers to identify and fight abuse and fraud cases at Google speed - with urgency. And you take pride in knowing that every day you are working hard to promote trust in Google and ensuring the highest levels of user safety. As a Senior Workforce Strategy and Capacity Planning Manager in Google Play Trust and Safety Operational Excellence, you will direct capacity planning and allocation strategy across our global human review operations. Partnering with Demand Governance, Vendor Management, Operations, and Analytics, you will serve as the chief strategist translating business priorities and technological shifts into actionable workforce supply models. In this role, you will govern long-range plans and dynamic mid-range rebalancing cadences, identifying where operational buffers exist versus where workflows are constrained. You will guide decision-makers through trade-offs by architecting predictive scenario models evaluating risk, cost, and capacity impacts—including the workforce and operating expenses effects of AI and automation. Partnering with Vendor Managers, you will optimize our global footprint, location mix, and resource fungibility. Combining strong business acumen and quantitative modeling, you will equip senior leadership with the insights needed for high-stakes prioritization and investment decisions. At Google we work hard to earn our users’ trust every day. Trust & Safety is Google’s team of abuse fighting and user trust experts working daily to make the internet a safer place. We partner with teams across Google to deliver bold solutions in abuse areas such as malware, spam and account hijacking. A team of Analysts, Policy Specialists, Engineers, and Program Managers, we work to reduce risk and fight abuse across all of Google’s products, protecting our users, advertisers, and publishers across the globe in over 40 languages. Individual pay is determined by factors including job-related skills, experience, and relevant education or training. US: $171000 - $247000 (USD) + 20% bonus target + equity + benefits Learn more about benefits at Google .

Drive dynamic capacity rebalancing and partner with Vendor Managers to optimize global reviewer allocation, location mix, and workforce fungibility. Leverage data analysis and predictive scenario modeling to serve as the chief capacity advisor, guiding executive prioritization and allocation strategies. Analyze the capacity and operational expenditure (OpEx) effects of AI, automation, and policy launches to enable data-driven transitions between manual and automated workflows. Monitor daily queue performance, intraday service levels, and schedule adherence, coordinating real-time staffing adjustments to ensure volumes meet service times. Provide immediate impact analyses for unplanned events, initiate KPI escalations, and identify ongoing productivity and OpEx savings opportunities.

Minimum qualifications: Bachelor's degree or equivalent practical experience. 10 years of experience in data analytics, Trust and Safety, policy, workforce management, business strategy, program management, or related fields. Preferred qualifications: Master's degree or MBA in a quantitative, analytical, or business discipline. Experience in Trust and Safety, content moderation, risk operations, or digital platform developer ecosystems. Experience modeling the workforce, headcount, and OpEx impacts of automation, AI,