Amazon Development Center U.S., Inc.
Technology
SoftwareDevelopmentEngineer,AWSUsageForecastPlanning
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Software Development Engineer, AWS Usage Forecast Planning at Amazon Development Center U.S., Inc.. Skills: AWS Usage Forecast, Planning Platform, Machine Learning. Own software systems. Simulate usage plans”
What You'll Achieve.
Optimize customer experience; Optimize hardware utilization; Reduce CapEx by millions
Industry & Context.
Problem solving
On-call responsibilities
What They're Looking For.
Must Have
3+ years software development experience, 2+ years system design experience, Experience programming one language
Nice to Have
3+ years full SDLC experience, Bachelor's in computer science
What You'll Do.
Perform usage planning
Build supportability models
Identify planning bottlenecks
Generate plan of record
Build and maintain platform
Handle billions of data
How You'll Work.
Team & Collaboration
Research scientists; Business subject matter experts
Full Job Description
The AWS Usage Forecast Planning team partners with all AWS service teams to forecast, plan and build the world's largest Cloud infrastructure. Come make history! We own software systems for generating a reliable, feasible and explainable Usage Plans for all the AWS Services. Our goal is to be able to simulate the usage plans with revenue, cost and efficiency implications in a faster, reliable and explainable way. Our main objective is to perform usage planning to create forecast which helps power all the AWS services physical infrastructure needs. As part of EC2 Core Platform, we aim to strike a nimble balance between capacity availability and utilization. We provide usage forecasts for all AWS services and automate the planning 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 supportability models for foundational AWS services and identify their planning bottlenecks to serve ever-increasing customer demand. Combining the usage forecast and the supportability models, we generate plan of record 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 Amazon-internal tools. We are looking for someone who is passionate about data and problem solving. We don’t expect you to be an expert in-- or necessarily familiar with-- all of these technologies, but we expect you to be excited to learn. We are looking for a Software Engineer to work in a full-stack development role. Key job responsibilities Our team owns a family of products that facilitate the generation, audit and publishing of Demand Plans that support the extensive AWS pr
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