Senior Sales Operations Lead, Revenue & Forecasting, AGS Business Operations
Amazon Web Services, Inc. · Austin, TX · Sales Operations Job Family
Full-timeSenior
About the role
AWS Sales, Marketing, and Global Services (SMGS) Operations is seeking a Senior Sales Operations lead to manage the day-to-day execution of the revenue forecasting mechanism for AWS Global Sales. This is a high-impact individual contributor role within AGS Business Operations, responsible for driving forecast accuracy and operational excellence across all geographies (NAMER, EMEA, APJ, LATAM) and business units (AGS, WWPS, AWSI).
The ideal candidate will serve as a key operator within the forecasting mechanism — the critical process through which AWS commits revenue to leadership and holds the field accountable to delivery. This role sits at the intersection of Finance, Business Intelligence, sales tooling, and field sales leadership, managing the data flows and analysis that underpin the Weekly Business Review (WBR) and broader leadership reporting.
The successful candidate will combine strong sales operations expertise with quantitative analytical skills, demonstrating the ability to execute and improve forecast processes, drive data quality and accuracy, and partner effectively with senior stakeholders across geographies. This role requires strong judgement in data-intensive environments and the ability to operate with increasing autonomy under the guidance of senior leadership.
Key job responsibilities
Manage the global AGS/SMGS revenue forecasting process: execute the established cadence, governance, and accountability framework across all geos and business units
Execute quarterly forecast cycles (Q2G, Q3S, Q4S) including field submission tracking, central adjustment application, and gap analysis between bottoms-up and top-down forecasts
Run the weekly and monthly revenue publish process, ensuring accuracy and timeliness of revenue reporting to senior leadership
Prepare forecast commentary and variance analysis to support leadership business reviews (WBR), translating data into clear, actionable narratives
Drive improvements to AWSentral forecast tooling — gather requirements from geo teams, document feature requests, and partner with product development to enhance functionality
Operate the industry revenue forecasting model: map base/deferred data to templates, apply validated bottoms-up intelligence to refine ML model outputs
Deliver cross-geo and cross-BU forecast data views (AGS, WWPS, AWSI) for leadership deep dives and ad-hoc requests
Manage the Private Deals Summary process, providing visibility into deal-level revenue impacts
Identify patterns in forecast variance, surface root causes of misses, and recommend corrective actions to improve accuracy
Partner with Finance on revenue recognition alignment, ensuring forecast assumptions are consistent with financial actuals
Collaborate with Business Intelligence teams to maintain and improve forecast reporting, dashboards, and self-service analytics
Maintain inspection mechanisms that enable leadership to identify forecast risks early and support proactive intervention
A day in the life
No two days look the same in this role, but the rhythm of the week is anchored by the forecast cycle and business review cadence:
Monday: Review revenue publish data, identify variance from prior forecast, prepare initial commentary and flag emerging risks for the leadership team
Mid-week: Conduct forecast deep dives with geo sales operations partners, validate field submissions against run-rate signals and pipeline intelligence
WBR Prep: Consolidate cross-geo inputs into forecast summary content for leadership review, highlighting key movers, risks, and opportunities
Finance Partnership: Align with Finance counterparts on revenue recognition, deferred revenue modelling, and variance attribution
Tooling & Improvement: Document requirements for AWSentral forecast tool enhancements, test feature updates, and gather feedback from geo teams
Ad-hoc: Field leadership data requests requiring rapid synthesis of forecast views across dimensions (industry, geography, business unit, segment)
Quarterly: Execute the full forecast cycle from field kickoff through submission review to final lock, managing escalations and exceptions with senior guidance
About the team
his role sits within the AGS Business Operations team in SMGS Ops, a high-performing group that serves as the operational engine for AWS Global Sales. The team drives business management mechanisms, revenue insights, and operational excellence for a $100B+ global sales organisation supporting 25,000+ builders.
The Business Operations team comprises complementary functions:
Revenue & Forecasting — Manages forecast accuracy, revenue publish, and business review content (this role)
Mechanisms PMO — Orchestrates the operational cadence and cross-functional program delivery
Pipeline Mechanism — Drives pipeline creation, inspection, and conversion excellence
WBR Mechanism — Owns the production and evolution of the Weekly Business Review
Qualitative Insights — Delivers field intelligence and customer signals to leadership
The team operates globally with members distributed across the US and internationally. We value intellectual curiosity, operational rigour, and the ability to translate data into business outcomes. The culture is fast-paced, collaborative, and oriented around continuous improvement of the mechanisms that run the AWS sales business.
About AWS
Diverse Experiences
AWS values diverse experiences. Even if you do not meet all of the qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn’t followed a traditional path, or includes alternative experiences, don’t let it stop you from applying.
Why AWS?
Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating — that’s why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.
Inclusive Team Culture
Here at AWS, it’s in our nature to learn and be curious. Our employee-led affinity groups foster a culture of inclusion that empower us to be proud of our differences. Ongoing events and learning experiences, including our Conversations on Race and Ethnicity (CORE) and AmazeCon (gender diversity) conferences, inspire us to never stop embracing our uniqueness.
Mentorship & Career Growth
We’re continuously raising our performance bar as we strive to become Earth’s Best Employer. That’s why you’ll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.
Work/Life Balance
We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why we strive for flexibility as part of our working culture. When we feel supported in the workplace and at home, there’s nothing we can’t achieve in the cloud.
AWS Sales, Marketing, and Global Services (SMGS) is responsible for driving revenue, adoption, and growth from the largest and fastest growing small- and mid-market accounts to enterprise-level customers including public sector. The AWS Global Support team interacts with leading companies and believes that world-class support is critical to customer success. AWS Support also partners with a global list of customers that are building mission-critical applications on top of AWS services.
- Bachelor's degree or equivalent
- Experience developing and implementing systems/tools utilized for CRM, variable compensation, revenue reporting, forecasting, Salesforce automation, etc.
- Experience defining, refining and implementing sales processes, procedures and policies or equivalent
- 7+ years of sales operations or equivalent experience
- Experience presenting to senior leadership
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.
USA, NY, New York - 147,300.00 - 199,300.00 USD annually
USA, TX, Austin - 133,900.00 - 181,200.00 USD annually
USA, VA, Arlington - 133,900.00 - 181,200.00 USD annually
USA, WA, Seattle - 133,900.00 - 181,200.00 USD annually
The ideal candidate will serve as a key operator within the forecasting mechanism — the critical process through which AWS commits revenue to leadership and holds the field accountable to delivery. This role sits at the intersection of Finance, Business Intelligence, sales tooling, and field sales leadership, managing the data flows and analysis that underpin the Weekly Business Review (WBR) and broader leadership reporting.
The successful candidate will combine strong sales operations expertise with quantitative analytical skills, demonstrating the ability to execute and improve forecast processes, drive data quality and accuracy, and partner effectively with senior stakeholders across geographies. This role requires strong judgement in data-intensive environments and the ability to operate with increasing autonomy under the guidance of senior leadership.
Key job responsibilities
Manage the global AGS/SMGS revenue forecasting process: execute the established cadence, governance, and accountability framework across all geos and business units
Execute quarterly forecast cycles (Q2G, Q3S, Q4S) including field submission tracking, central adjustment application, and gap analysis between bottoms-up and top-down forecasts
Run the weekly and monthly revenue publish process, ensuring accuracy and timeliness of revenue reporting to senior leadership
Prepare forecast commentary and variance analysis to support leadership business reviews (WBR), translating data into clear, actionable narratives
Drive improvements to AWSentral forecast tooling — gather requirements from geo teams, document feature requests, and partner with product development to enhance functionality
Operate the industry revenue forecasting model: map base/deferred data to templates, apply validated bottoms-up intelligence to refine ML model outputs
Deliver cross-geo and cross-BU forecast data views (AGS, WWPS, AWSI) for leadership deep dives and ad-hoc requests
Manage the Private Deals Summary process, providing visibility into deal-level revenue impacts
Identify patterns in forecast variance, surface root causes of misses, and recommend corrective actions to improve accuracy
Partner with Finance on revenue recognition alignment, ensuring forecast assumptions are consistent with financial actuals
Collaborate with Business Intelligence teams to maintain and improve forecast reporting, dashboards, and self-service analytics
Maintain inspection mechanisms that enable leadership to identify forecast risks early and support proactive intervention
A day in the life
No two days look the same in this role, but the rhythm of the week is anchored by the forecast cycle and business review cadence:
Monday: Review revenue publish data, identify variance from prior forecast, prepare initial commentary and flag emerging risks for the leadership team
Mid-week: Conduct forecast deep dives with geo sales operations partners, validate field submissions against run-rate signals and pipeline intelligence
WBR Prep: Consolidate cross-geo inputs into forecast summary content for leadership review, highlighting key movers, risks, and opportunities
Finance Partnership: Align with Finance counterparts on revenue recognition, deferred revenue modelling, and variance attribution
Tooling & Improvement: Document requirements for AWSentral forecast tool enhancements, test feature updates, and gather feedback from geo teams
Ad-hoc: Field leadership data requests requiring rapid synthesis of forecast views across dimensions (industry, geography, business unit, segment)
Quarterly: Execute the full forecast cycle from field kickoff through submission review to final lock, managing escalations and exceptions with senior guidance
About the team
his role sits within the AGS Business Operations team in SMGS Ops, a high-performing group that serves as the operational engine for AWS Global Sales. The team drives business management mechanisms, revenue insights, and operational excellence for a $100B+ global sales organisation supporting 25,000+ builders.
The Business Operations team comprises complementary functions:
Revenue & Forecasting — Manages forecast accuracy, revenue publish, and business review content (this role)
Mechanisms PMO — Orchestrates the operational cadence and cross-functional program delivery
Pipeline Mechanism — Drives pipeline creation, inspection, and conversion excellence
WBR Mechanism — Owns the production and evolution of the Weekly Business Review
Qualitative Insights — Delivers field intelligence and customer signals to leadership
The team operates globally with members distributed across the US and internationally. We value intellectual curiosity, operational rigour, and the ability to translate data into business outcomes. The culture is fast-paced, collaborative, and oriented around continuous improvement of the mechanisms that run the AWS sales business.
About AWS
Diverse Experiences
AWS values diverse experiences. Even if you do not meet all of the qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn’t followed a traditional path, or includes alternative experiences, don’t let it stop you from applying.
Why AWS?
Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating — that’s why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.
Inclusive Team Culture
Here at AWS, it’s in our nature to learn and be curious. Our employee-led affinity groups foster a culture of inclusion that empower us to be proud of our differences. Ongoing events and learning experiences, including our Conversations on Race and Ethnicity (CORE) and AmazeCon (gender diversity) conferences, inspire us to never stop embracing our uniqueness.
Mentorship & Career Growth
We’re continuously raising our performance bar as we strive to become Earth’s Best Employer. That’s why you’ll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.
Work/Life Balance
We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why we strive for flexibility as part of our working culture. When we feel supported in the workplace and at home, there’s nothing we can’t achieve in the cloud.
AWS Sales, Marketing, and Global Services (SMGS) is responsible for driving revenue, adoption, and growth from the largest and fastest growing small- and mid-market accounts to enterprise-level customers including public sector. The AWS Global Support team interacts with leading companies and believes that world-class support is critical to customer success. AWS Support also partners with a global list of customers that are building mission-critical applications on top of AWS services.
Basic qualifications
- 10+ years of Microsoft Excel experience- Bachelor's degree or equivalent
- Experience developing and implementing systems/tools utilized for CRM, variable compensation, revenue reporting, forecasting, Salesforce automation, etc.
- Experience defining, refining and implementing sales processes, procedures and policies or equivalent
- 7+ years of sales operations or equivalent experience
Preferred qualifications
- Experience using Salesforce (or other CRM tool) or BI tools- Experience presenting to senior leadership
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, NY, New York - 147,300.00 - 199,300.00 USD annually
USA, TX, Austin - 133,900.00 - 181,200.00 USD annually
USA, VA, Arlington - 133,900.00 - 181,200.00 USD annually
USA, WA, Seattle - 133,900.00 - 181,200.00 USD annually