Key job responsibilities
PV Scale Forecasting & Capacity Assurance
Own the end-to-end discipline of forecasting demand and assuring capacity across Prime Video’s infrastructure footprint, ensuring the service scales reliably for both predictable growth and peak events (e.g., major live sports, tentpole launches, and global releases).
Own multi-year and event-based capacity models that translate business growth, content strategy, and traffic patterns into infrastructure demand across compute, storage, network, and CDN.
Lead capacity assurance for high-stakes live events, establishing headroom targets, load-testing regimes, and go/no-go readiness reviews with partner teams.
Build a forecasting practice grounded in data science and telemetry — improving forecast accuracy, quantifying confidence intervals, and reducing both over-provisioning waste and under-provisioning risk.
Partner on demand-planning and capacity-management processes with AWS, finance, and PV service teams so that capacity is secured ahead of need at the right cost.
Define the mechanisms (dashboards, reviews, and escalation paths) that give leadership confidence that Prime Video will scale for every moment that matters.
PV Infrastructure Efficiency (Core Compute & AI Infrastructure)
Drive infrastructure efficiency as a durable, measurable engineering discipline across Prime Video’s core compute fleet and its rapidly growing AI/ML infrastructure, materially improving unit economics while protecting reliability and performance.
Set the efficiency strategy and roadmap for core compute (CPU fleets, containerized services, memory/DRAM footprint) and AI infrastructure (GPU/accelerator fleets, training and inference platforms).
Drive down infrastructure cost-to-serve and improve utilization through right-sizing, fleet consolidation, hardware refresh strategy, and adoption of more efficient compute and runtimes.
Optimize the efficiency of AI/ML workloads — GPU utilization, training throughput, inference cost per request — partnering with science and platform teams to eliminate waste in one of PV’s fastest-growing spend areas.
Establish efficiency goals with clear metrics (utilization, cost per stream/request, DRAM and energy footprint) and instrument the fleet so gains are visible, attributable, and durable.
Lead zero-based capacity and efficiency reviews, and represent PV in senior compute-allocation and cost-optimization forums.
PV Privacy
Own privacy as a first-class engineering discipline for Prime Video infrastructure, ensuring that customer data is handled in accordance with Amazon’s privacy commitments and global regulatory obligations by design and by default.
Own the privacy engineering roadmap for PV infrastructure — data handling, minimization, retention, access controls, and auditability across the services and fleets in scope.
Embed privacy-by-design into capacity, compute, and AI infrastructure decisions, ensuring new systems and AI/ML workloads meet privacy requirements before launch.
Partner closely with Legal, Security, and central Privacy teams to translate regulatory requirements (e.g., GDPR and regional privacy laws) into concrete engineering controls and mechanisms.
Build the mechanisms that detect, prevent, and remediate privacy risks — tooling, reviews, and metrics that make privacy posture measurable and continuously improving.
Champion a culture of privacy ownership across the team, raising the bar on how PV builds and operates infrastructure that customers trust.
About the team
READI (Reliability, Efficiency, Availability, Defense & Integrity) is the Prime Video organization chartered to keep one of the world’s largest streaming services fast, efficient, resilient, and trustworthy. We sit at the intersection of infrastructure, operations, and customer trust — the team that ensures Prime Video scales for every tentpole launch and live event, spends every infrastructure dollar wisely, and protects customer data by design.
This role anchors three of READI’s most strategic charters — scale forecasting and capacity assurance, infrastructure efficiency across core compute and AI infrastructure, and privacy engineering. You will lead a team of managers and senior engineers, and partner daily with Prime Video service teams, AWS, Finance, Legal, Security, and central Privacy. The work is high-visibility and high-impact: our decisions show up in customer experience during the biggest moments of the year, in Prime Video’s cost structure, and in the trust customers place in how we handle their data.
We are a team that thinks long-term, dives deep on data, and holds a high bar. We invest in our people, promote from within, and give leaders room to set strategy and own outcomes end to end. If you are energized by hard technical problems at massive scale and by building teams that raise the bar, you will fit right in.
5+ years of engineering team management experience
Experience partnering with product or program management teams
12+ years of engineering experience
12+ years of planning, designing, developing and delivering consumer software experience
Experience managing multiple concurrent programs, projects and development teams in an Agile environment
Experience partnering with product and program management teams
Experience designing and developing large scale, high-traffic applications
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit https://amazon.jobs/content/en/how-we-hire/accommodations for more information. If the country/region you’re applying in isn’t listed, please contact your Recruiting Partner.
The base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location. Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage), 401(k) matching, paid time off, and parental leave. Learn more about our benefits at https://amazon.jobs/en/benefits.
USA, WA, SEATTLE - 220,100.00 - 297,700.00 USD annually
