ADCI
Applied Science, amazon business
AppliedScientist,TrustworthyShoppingExperience(TSE)
“Applied Scientist, Trustworthy Shopping Experience (TSE) at ADCI. Skills: Generative AI, Agentic AI, Multimodal AI, Machine Learning. Contribute to design and development of agentic AI. Automate complex manual investigation processes”
What You'll Achieve.
Reduce cost-of-serving; Maintain trust and safety standards; Deliver end-to-end AI development
Industry & Context.
Solve business problems; Troubleshoot issues; Research root causes; Resolve defects
What They're Looking For.
Must Have
Experience programming in Java, C++, Python, Experience with SQL, Experience building machine learning models, Experience implementing algorithms
Nice to Have
Publications at top-tier conferences, Experience in deep learning models architecture design, Experience in deep learning training and optimization, Experience in model pruning, Experience in designing experiments, Statistical analysis of results
What You'll Do.
Contribute to design and development of agentic AI
Automate complex manual investigation processes
Map business goals to scientific problems
and experiment with solutions
Stay current on research trends
Benchmark results against state of the art
Design and execute experiments
Identify optimal solutions
Initiate development and implementation of components
Write production code
Rigorously evaluate models
Handle data in accordance with policies
Troubleshoot issues to root cause
Ensure work does not put company at risk
Participate in team design discussions
Participate in prioritization discussions
Learn business context behind products
Escalate problems with proposed solutions
Publish internal technical reports
Contribute to peer-reviewed publications
Contribute to external review activities
Contribute to end-to-end AI development
Help productionize models
Apply mathematical optimization techniques
Build production-ready deep learning solutions
Build conventional ML solutions
Develop representations that capture signals
Iterate based on feedback
Deliver small components
Integrate into production-scale systems
Write maintainable code
Balance model capability
Balance deployment cost
Balance resource usage
Understand state-of-the-art data structures
Understand algorithms
Understand performance tradeoffs
Quantify model performance
Seek to learn business context
Seek to learn science
Seek to learn engineering
Institutionalize scientific learning
Help train scientists
Identify problems with proposed solutions
Escalate problems with proposed solutions
Take ownership of problems
Ensure clear hand-off of problems
How You'll Work.
Team & Collaboration
Working alongside senior scientists; Working with senior scientists; Team design discussions; Prioritization discussions; Participate in discussions
Communication Scope
Clear verbal communication; Clear written communication; Publish technical reports
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