Software Development Engineer AWS Demand Planning
Software Development Engineer AWS Demand Planning
Posted on :
09-04-2025
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1 Vacancy
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Job Description
The AWS Capacity Forecasting team engages with all AWS service teams to build the worlds largest Cloud infrastructure. Come make history!
Our main objective is to perform demand planning to create forecast which helps power all the AWS services physical infrastructure needs. The team owns demand forecasts software and capacity optimization systems hardware which produces hardware ordering recommendation. As part of EC2 Core Platform we aim to strike a nimble balance between capacity availability and utilization.
We provide demand forecasts for all AWS services and automate the procurement of hardware to support our rapidly growing business. We apply advanced forecasting data mining and machine learning techniques to predict customer demand growth. We also build capacity models for foundational AWS services and identify their performance bottlenecks (disk/CPU/IO etc. to serve everincreasing customer demand. Combining the demand forecast and the capacity model we generate hardware purchases that optimize across customer experience and hardware utilization. Our software drives the many billions of dollars in CapEx that AWS spends every year and our projects help improve AWS utilization to reduce CapEx by 100s of millions of dollars every year.
On technology front we use Scala Java Python JavaScript Lambda DynamoDB as well as other public AWS services and Amazoninternal tools. We are looking for someone who is passionate about data and problem solving. We dont expect you to be an expert in or necessarily familiar with all of these technologies but we expect you to be excited to learn.
Key job responsibilities
You will work directly with business owners research scientists other software development teams and owners of major AWS services. This role requires an individual with excellent analytical abilities deep knowledge of software engineering principles as well as a passion for problemsolving. Ideally you are comfortable with ambiguity and accessing and working with data from multiple sources.
This position involves oncall responsibilities but since we dont own any direct customer facing services the operational load is manageable.
3 years of noninternship professional software development experience
2 years of noninternship design or architecture (design patterns reliability and scaling) of new and existing systems experience
Experience programming with at least one software programming language
3 years of full software development life cycle including coding standards code reviews source control management build processes testing and operations experience
Bachelors degree in computer science or equivalent
Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race national origin gender gender identity sexual orientation protected veteran status disability age 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 for more information. If the country/region youre applying in isnt listed please contact your Recruiting Partner.
Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $129300/year in our lowest geographic market up to $223600/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on jobrelated knowledge skills and experience. Amazon is a total compensation company. Dependent on the position offered equity signon payments and other forms of compensation may be provided as part of a total compensation package in addition to a full range of medical financial and/or other benefits. For more information please visit This position will remain posted until filled. Applicants should apply via our internal or external career site.
Our main objective is to perform demand planning to create forecast which helps power all the AWS services physical infrastructure needs. The team owns demand forecasts software and capacity optimization systems hardware which produces hardware ordering recommendation. As part of EC2 Core Platform we aim to strike a nimble balance between capacity availability and utilization.
We provide demand forecasts for all AWS services and automate the procurement of hardware to support our rapidly growing business. We apply advanced forecasting data mining and machine learning techniques to predict customer demand growth. We also build capacity models for foundational AWS services and identify their performance bottlenecks (disk/CPU/IO etc. to serve everincreasing customer demand. Combining the demand forecast and the capacity model we generate hardware purchases that optimize across customer experience and hardware utilization. Our software drives the many billions of dollars in CapEx that AWS spends every year and our projects help improve AWS utilization to reduce CapEx by 100s of millions of dollars every year.
On technology front we use Scala Java Python JavaScript Lambda DynamoDB as well as other public AWS services and Amazoninternal tools. We are looking for someone who is passionate about data and problem solving. We dont expect you to be an expert in or necessarily familiar with all of these technologies but we expect you to be excited to learn.
Key job responsibilities
You will work directly with business owners research scientists other software development teams and owners of major AWS services. This role requires an individual with excellent analytical abilities deep knowledge of software engineering principles as well as a passion for problemsolving. Ideally you are comfortable with ambiguity and accessing and working with data from multiple sources.
This position involves oncall responsibilities but since we dont own any direct customer facing services the operational load is manageable.
3 years of noninternship professional software development experience
2 years of noninternship design or architecture (design patterns reliability and scaling) of new and existing systems experience
Experience programming with at least one software programming language
3 years of full software development life cycle including coding standards code reviews source control management build processes testing and operations experience
Bachelors degree in computer science or equivalent
Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race national origin gender gender identity sexual orientation protected veteran status disability age 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 for more information. If the country/region youre applying in isnt listed please contact your Recruiting Partner.
Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $129300/year in our lowest geographic market up to $223600/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on jobrelated knowledge skills and experience. Amazon is a total compensation company. Dependent on the position offered equity signon payments and other forms of compensation may be provided as part of a total compensation package in addition to a full range of medical financial and/or other benefits. For more information please visit This position will remain posted until filled. Applicants should apply via our internal or external career site.
Employment Type
Full-Time
Department / Functional Area
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