ADCI
E-Commerce
AppliedScientist,TrustworthyShoppingExperience(TSE)
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Applied Scientist, Trustworthy Shopping Experience (TSE) at ADCI. Skills: Generative AI, Agentic AI, Machine Learning, Deep Learning. Contribute to design and development of agentic AI. Reasoning”
What You'll Achieve.
Guarantee customers worry-free shopping experience; Earn customer trust; Reduce cost-of-serving; Maintain trust and safety standards; Serve hundreds of millions of customers
Industry & Context.
Solve complex business problems; Map business goals to scientific problems; Troubleshoot issues to root cause; Identify customer and business problems; Escalate problems with proposed solutions
What They're Looking For.
Must Have
Experience programming in Java, C++, Python or related language, Experience with SQL and an RDBMS or Data Warehouse, Experience building machine learning models or developing algorithms, Experience in deep learning models architecture design, Experience in deep learning training and optimization, Experience in model pruning
Nice to Have
Experience implementing algorithms using toolkits, Experience implementing algorithms using self-developed code, Publications at top-tier peer-reviewed conferences or journals, Publications on top-tier conferences, such as CVPR, ICCV, ECCV or NeurIPS
What You'll Do.
Contribute to design and development of agentic AI
Autonomous task execution
Multimodal intelligence
Leverage reinforcement learning techniques
Agent decision-making
Design and build expertise agentic AI systems
Long term memory mechanisms
Short term memory mechanisms
Productionize large scale models
Supervised Finetuning
Reinforced fine tuning
Process/Outcome Reward Models
Contrastive approaches
Prototypical approaches
Enhance Automatic prompt optimization techniques
Ground truth datasets
Improve agentic planning
Build novel production ready Finetuned transformer architectures
Conventional supervised ML solutions
Unsupervised ML solutions
Aid automation requirements
Identify customer and business problems
Extend state-of-the-art approaches
Complex LLM workflows
Contribute to building production-ready deep learning solutions
Conventional ML solutions
Cross-modal alignment techniques
Connect visual understanding
Textual understanding
Relational understanding
Support automation requirements
Co-author research papers
Peer-reviewed internal venues
Peer-reviewed external venues
Multimodal representation learning
Vision-language modeling
Review research submissions
Iterate based on feedback
Deliver small components
Multimodal data pipelines
How You'll Work.
Team & Collaboration
Working alongside senior scientists; Participate in team design discussions; Participate in prioritization discussions; Participate in engineering best practices; Peer review code; Mentor interns
Communication Scope
Clear verbal communication; Clear written communication; Publish internal technical reports; Communicate design
Full Job Description
Are you passionate about solving complex business problems at scale through Generative AI? Do you want to help build intelligent systems that reason, act, and learn from minimal supervision? If so, we have an exciting opportunity for you on Amazon's Trustworthy Shopping Experience (TSE) team. At TSE, our vision is to guarantee customers a worry-free shopping experience by earning their trust that the products they buy are safe, authentic, and compliant with regulations and policy. We do this in close partnership with our selling partners, empowering them with best-in-class tools and expertise to offer a high-quality, compliant selection that customers trust. As an Applied Scientist I, you will bring subject matter expertise in at least one relevant discipline (e.g., NLP, computer vision, representation learning, agentic architecture) to contribute to next-generation agentic AI solutions that automate complex manual investigation processes at Amazon scale. Working alongside senior scientists, you will map business goals—such as reducing cost-of-serving while maintaining trust and safety standards—to well-defined scientific problems and metrics. You will invent, refine, and experiment with solutions spanning agentic reasoning, self-supervised representation learning, few-shot adaptation, multimodal understanding, and model compression. With guidance from senior scientists, you will stay current on research trends and benchmark your results against the state of the art. You will help design and execute experiments to identify optimal solutions, initiating the development and implementation of small components with team guidance. You will write secure, stable, testable, and well-documented production code at the level of an SDE I, rigorously evaluating models and quantifying performance. You will handle data in accordance with Amazon policies, troubleshoot issues to root cause, and ensure your work does not put the company at risk. Your scope of influence will typically
Applying for this Applied Scientist, Trustworthy Shopping Experience (TSE) role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
ANONYMOUS · UNFILTERED
What do employees actually say about ADCI?
Real rants from real employees. Read before you apply.