ADCI
Machine Learning Science, Applied Science, no business category
AppliedScientistII,BooksContentExperience
Neural analysis suggests this role is
optimal for Mid candidates.
“Applied Scientist II, Books Content Experience at ADCI. Skills: Machine learning, Natural language processing, Computer vision, Deep learning. Inspect science initiatives. Apply initiatives to book reading”
What You'll Achieve.
Improve book reading experience; Benefit customers; Benefit business area; Meet customer needs; Meet team goals
Industry & Context.
Solve problems; Root cause analysis
What They're Looking For.
Must Have
3+ years building models, Master's degree and 4+ years experience, Experience programming in Java, C++, Python, Experience in algorithms and data structures, Experience in parsing, Experience in numerical optimization, Experience in data mining, Experience in parallel and distributed computing, Experience in high-performance computing
Nice to Have
PhD preferred, Experience using Unix/Linux, Experience in professional software development
What You'll Do.
Inspect science initiatives
Apply initiatives to book reading
Scale initiatives to book reading
Map business goal to scientific problem
Map business metrics to technical metrics
Spearhead design of new features
Spearhead implementation of new features
Initiate design of smaller components
Initiate development of smaller components
Initiate execution of smaller components
Initiate implementation of smaller components
Work with SDEs to deliver solutions
Deliver solutions into production
Assume responsibility for code
Write maintainable code
Keep current with research trends
Solve customer problems
Discuss model development
Discuss productionizing models
Mentor other scientists
How You'll Work.
Team & Collaboration
Cross-functional teams; Partner teams; Engineering; PMs; Other scientists
Process & Methodology
Prioritization discussions, Roadmap development
Full Job Description
The Kindle team is seeking innovative Applied Scientists for improving the reading experience. Our team is dedicated to enhancing the book reading experience using advancements in Science to improve the book reading experience for Kindle customers. Key job responsibilities - Inspect science initiatives across Amazon to identify how these can be applied and scaled to book reading experience. - Participate in team design, scoping and prioritization discussions. You must be able to map a business goal to a scientific problem, and map business metrics to technical metrics. - Spearhead the design and implementation of new features and algorithms based on thorough research and collaboration with cross-functional teams. - You have expertise in one of the applied science disciplines, such as machine learning, natural language processing, computer vision, Deep learning - You are able to use reasonable assumptions, data, and customer requirements to solve problems. - You initiate the design, development, execution, and implementation of smaller components with input and guidance from team members. - You work with SDEs to deliver solutions into production to benefit customers or an area of the business. - You assume responsibility for the code in your components. You write secure, stable, testable, maintainable code with minimal defects. - You understand basic data structures, algorithms, model evaluation techniques, performance, and optimality tradeoffs. - You follow engineering and scientific method best practices. You get your designs, models, and code reviewed. You test your code and models thoroughly - You participate in team design, scoping and prioritization discussions. You are able to map a business goal to a scientific problem and map business metrics to technical metrics. - You invent, refine and develop your solutions to ensure they are meeting customer needs and team goals. - You keep current with research trends in your area of expertise and scrutinize your resul
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