Amazon.com Services LLC
Machine Learning Science, Applied Science, operations
AppliedScientistI
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Applied Scientist I at Amazon.com Services LLC. Skills: Optimization, Machine Learning, Data Science, Operations Research. Develop production solutions. Design optimization solutions”
What You'll Achieve.
Observe direct impact to process efficiency; Observe direct impact to associate experience
Industry & Context.
Optimization; Analytical skills; Deep dive into data; Identify opportunities for improvement; Identify disruptive new approaches
What They're Looking For.
Must Have
Master's degree in quantitative field, Experience programming in Java, C++, Python
Nice to Have
PhD with industry applied research experience, Expertise in Operations Research, Optimization, ML/AI, Statistics, Proven track record of translating research into production systems, Deploying production-grade code, Experience in data analysis, Leveraging analytics to make decisions
What You'll Do.
Develop production solutions
Design optimization solutions
Build optimization solutions
Deploy optimization solutions
Develop simulation solutions
Build simulation solutions
Deploy simulation solutions
Develop machine learning solutions
Build machine learning solutions
Deploy machine learning solutions
Develop mathematical models
Advocate technical solutions
Partner with engineers
Integrate prototypes into production
Test incremental solutions
Build metrics to track performance
How You'll Work.
Team & Collaboration
Work with scientists; Work with software engineers; Work with product managers; Work with operations leaders; Advocate technical solutions to business stakeholders; Advocate technical solutions to engineering teams; Advocate technical solutions to senior leadership
Communication Scope
Advocate technical solutions
Full Job Description
The Amazon Fulfillment Technologies (AFT) Science team is looking for an exceptional Applied Scientist, with strong optimization and analytical skills, to develop production solutions for one of the most complex systems in the world: Amazon’s Fulfillment Network. At AFT Science, we design, build and deploy optimization, simulation, and machine learning solutions to power the production systems running at world wide Amazon Fulfillment Centers. We solve a wide range of problems that are encountered in the network, including labor planning and staffing, demand prioritization, pick assignment and scheduling, and flow process optimization. We are tasked to develop innovative, scalable, and reliable science-driven solutions that are beyond the published state of art in order to run frequently (ranging from every few minutes to every few hours per use case) and continuously in our large scale network. Key job responsibilities As an Applied Scientist, you will work with other scientists, software engineers, product managers, and operations leaders to develop scientific solutions and analytics using a variety of tools and observe direct impact to process efficiency and associate experience in the fulfillment network. Key responsibilities include: * Develop an understanding and domain knowledge of operational processes, system architecture and functions, and business requirements * Deep dive into data and code to identify opportunities for continuous improvement and/or disruptive new approach * Develop scalable mathematical models for production systems to derive optimal or near-optimal solutions for existing and new challenges * Create prototypes and simulations for agile experimentation of devised solutions * Advocate technical solutions to business stakeholders, engineering teams, and senior leadership * Partner with engineers to integrate prototypes into production systems * Design experiment to test new or incremental solutions launched in production and build metrics to
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