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Amazon

Sells products online and rents cloud computing

Senior Research Scientist - Multiple Teams

Applied Machine LearningPosted on Nov 13
Full-time

About the Job

Requirements

  • At least 3 years of experience investigating the feasibility of applying scientific principles and concepts to business problems and products.
  • A PhD, or a Master's degree and at least 5 years of quantitative field research experience.
  • Experience with big data technologies such as AWS, Hadoop, Spark, Pig, and Hive.
  • Experience communicating qualitative research methods and findings to non-qualitative researchers.

Responsibilities

  • Develop and own algorithms for state of charge, state of health, power capability, and remaining useful life, combining physics-based models with data-driven and estimation methods.
  • Deliver validated reference implementations, test vectors, and accuracy targets that define what production code must achieve.
  • Design test plans and the data needed to develop and validate algorithms, working with cell and testing teams to turn lab and field data into model improvements.
  • Analyze algorithm performance across the deployed fleet, identify where models drift or fail, and drive improvements.
  • Own the accuracy and robustness of battery algorithms, sign off that production implementations match the validated reference, and provide algorithm evidence for safety certification.

Desired Qualifications

  • Experience converting research studies into tangible real-world changes.
  • Experience with discrete and continuous optimization methodologies and algorithms.

About the Company

Amazon

Sells products online and rents cloud computing

Amazon runs the largest online store in the United States and rents cloud computing to businesses and governments through Amazon Web Services. AWS pioneered renting computing power over the internet, and Amazon built its own delivery network to get orders to customers quickly. Shoppers buy from Amazon and from independent sellers on its store, and Prime members pay a subscription for fast free shipping, streaming video and music, and other perks. AWS rents out computing power, storage, databases, and AI tools so companies can run software without owning servers, and Amazon also makes Kindle e-readers and Echo speakers with the Alexa assistant. Jeff Bezos founded Amazon in 1994, and it is based in Seattle, Washington.

Company size
10,001+
Company stage
IPO
Headquarters
Seattle, WA
Founded
1994

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