Technical Program Manager, Gen AI Operations Planning

Role summary Scale’s Operations Planning Team sits at the intersection of Engagement Management (EM), GenAI Delivery, GTM, and Growth Ops. The Planning TPM reduces friction between customer requirements and delivery by centralizing planning, standardizing reporting, and driving consistent process execution across accounts. As a TPM on Planning you will own program-level planning and systems workstreams that translate demand into reliable production plans, validate staffing, and ensure opportunities move through ingest accurately. This role combines program management, operational rigor, analytics literacy, and strong stakeholder management, with the goal of making account planning predictable, auditable and scalable. This is a role designed to build deep account knowledge: each Planning TPM will ultimately be assigned to support 1–2 priority accounts to develop the context and relationships required to drive lasting operational improvements and more accurate planning and forecasting. What you’ll own (key responsibilities) Demand Forecasting - Ensure project-level customer demand is captured accurately, consistently and at the right level of granularity. - Own day-to-day monitoring and execution of Production Plan and Opportunity Forecast; act quickly on demand changes. - Partner with Supply Ops to review the Production Plan weekly (PP, TCD, historical productive hours) and drive forecasting accuracy and adjustments. - Surface forecast risks and coordinate tactical interventions through the Ops Planning leads. Staffing & Resource Planning - Create/validate staffing requests and communicate staffing changes to Delivery teams, STOs and EMs. - Monitor account-level FTE budgets and employee spend; contribute to cost/benefit analysis of staffing vs. revenue. - Stress-test staffing scenarios to provide early warnings on headcount risks and to inform hiring / reallocation decisions. - Validate staffing tracking accuracy weekly; identify and correct discrepancies in project-level staffing data. Opportunity Forecast & Ingest - Ensure all revenue-generating opportunities are correctly logged in Opportunity Ingest (Linear) and that scoping is consistent. - Act as the owner for opportunities as they move through the ingest workflow — expedite translation of demand signals into the forecast (Airtable / PP / OF). - Run weekly checks to confirm Opportunity Forecast accuracy, and coordinate tactical scoping fixes when needed. Account Intelligence & Systems Enablement - Actively participate in core account meetings (ops, finance, GTM, delivery) as the Ops demand operational lead. - Design, build and maintain scalable planning tools and account-level reporting artifacts (ramp planning sheets, account dashboards, account playbooks). - Standardize and centralize information flow across customer ops pillars (demand forecasting, staffing, opportunity ingest). - Drive systems enablement, process documentation (SOPs), and handoffs that reduce manual work and increase reliability. Compensation packages at Scale for eligible roles include base salary, equity, and benefits. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries for the position and may be inclusive of several career levels at Scale; it will be determined during the interview process based on work location and additional factors, including job-related skills, experience, qualifications, interview performance, and relevant education or training. Scale employees in eligible roles are also granted equity based compensation, subject to Board of Director approval. Your recruiter can share more about the specific salary range for your preferred location during the hiring process, and confirm whether the hired role will be eligible for equity grant. You'll also receive benefits including, but not limited to: comprehensive health, dental and vision coverage, retirement benefits, a learning and development stipend, and generous PTO. Additionally, this role may be eligible for additional benefits such as a commuter stipend. Please reference the job posting's subtitle for where this position will be located. For pay transparency purposes, the base salary range for this full-time position in the locations of San Francisco and New York is: $151,200—$189,000 USD PLEASE NOTE: Our policy requires a 90-day waiting period before reconsidering candidates for the same role. This allows us to ensure a fair and thorough evaluation of all applicants. About Us: At Scale, our mission is to develop reliable AI systems for the world's most important decisions. Our products provide the high-quality data and full-stack technologies that power the world's leading models, and help enterprises and governments build, deploy, and oversee AI applications that deliver real impact. We work closely with industry leaders like Meta, Ernst & Young, Mayo Clinic, Time Inc., the Government of Qatar