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Applied Scientist II

ADCI - KarnatakaBangalore, Karnataka, India

12 hours ago

Job description

Selection Monitoring team is responsible for making the biggest catalog on the planet even bigger. In order to drive expansion of the Amazon catalog, we use machine learning and cluster-computing technologies to process billions of products and algorithmically find products not already sold on Amazon. We work with structured, semi-structured and Visually Rich Documents using deep learning, NLP and image processing . The role demands a high-performing and flexible candidate who can take responsibility for success of the system and drive solutions from research, prototype, design, coding and deployment.

We are looking for Applied Scientists to tackle challenging problems in the areas of high scale data processing, quality & natural language based information retrieval from data . You will encounter many challenges, including

Scale (build models to handle billions of records)
Accuracy (High precision and recall requirements) in deduplication and anomaly detection
Diversity (models need to work across different data formats, languages, and sources)

You will help us to

Build scalable systems for intelligent catalog management using ML / AI-based deduplication and entity resolution

Develop advanced anomaly detection frameworks to identify data quality issues and inconsistencies across large datasets.

Build knowledge graph-based solutions to enhance data relationships and improve consumption of structured and unstructured data for consumers at scale.

Key job responsibilities

Use AI, NLP and advances in LLMs / SLMs to create scalable solutions for business problems

Design, develop, evaluate and deploy, innovative and highly scalable ML models

Work closely with software engineering teams to drive real-time model implementations

Establish scalable, efficient, automated processes for large scale model development, model validation and model maintenance

Leading projects and mentoring other scientists, engineers in the use of ML techniques

BASIC QUALIFICATIONS

3+ years of building models for business application experience

PhD, or Master's degree

Experience in patents or publications at top-tier peer-reviewed conferences or journals

Experience programming in Java, C++, Python or related language

Experience in any of the following areas : algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing

PREFERRED QUALIFICATIONS

Experience using Unix / Linux

Experience in professional software development

Experience in patents or publications at top-tier peer-reviewed conferences or journals

Our inclusive culture empowers Amazonians to deliver the best results for our customers.

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Applied Scientist Ii • Bangalore, Karnataka, India