ADCI
Applied Science, Science, no business category
SeniorDataScientist,BooksContentExperience
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Data Scientist, 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; Scientific problem solving; Root cause analysis
What They're Looking For.
Must Have
5+ years data querying languages, 5+ years scripting languages, 5+ years statistical/mathematical software, 4+ years data scientist experience, Experience with statistical models
Nice to Have
2+ years data visualization experience, Experience managing data pipelines, Experience as a leader, Experience as a mentor
What You'll Do.
Inspect science initiatives
Apply initiatives to book reading
Scale initiatives to book reading
Participate in design discussions
Participate in scoping discussions
Participate in prioritization discussions
Map business goal to scientific problem
Map business metrics to technical metrics
Spearhead design of new features
Spearhead implementation of new features
Spearhead design of new algorithms
Spearhead implementation of new algorithms
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
Write code with minimal defects
Understand basic data structures
Understand algorithms
Understand model evaluation techniques
Understand performance tradeoffs
Understand optimality tradeoffs
Follow engineering best practices
Follow scientific method best practices
Test models thoroughly
Ensure solutions meet customer needs
Ensure solutions meet team goals
Keep current with research trends
Solve customer problems
Leverage advancements in science
Improve reading experience
Collaborate with partner teams
Discuss model development
Discuss productionizing models
Mentor other scientists
Review work of others
Develop roadmaps for team
How You'll Work.
Team & Collaboration
Cross-functional teams; Partner teams; Engineering teams; PM teams; Other scientists
Process & Methodology
Roadmaps
Full Job Description
The Kindle team is seeking innovative Data Scientist 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 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 results. A day in
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