A
Not Specified Permanent

San Jose, California · USA job

Applied Scientist II, Search Ranking

Amazon

San Jose, California

Job description

Overview

In this role you will advance search relevance by building and deploying ML-driven ranking models for Amazon's product search. You'll work within a cross-functional team to develop signals, evaluate via offline and online tests, and publish findings to advance state-of-the-art in search. You'll tackle scalable data analysis, prototyping, and production components that impact millions of customers. This is a hands-on, research-driven position in a dynamic, entrepreneurial environment in Palo Alto.

Compensation / Benefits
  • health insurance (medical, dental, vision)
  • RSUs and sign-on payments
  • 401(k) matching
  • paid time off and parental leave
  • flexible spending accounts
  • mental health support and EAP
Responsibilities
  • Analyze data and metrics from Amazon product search traffic
  • Design, build, and deploy ML solutions to improve search ranking
  • Evaluate solutions with offline benchmarks and online A/B tests
  • Publish and present work in ML/NLP/IR venues
Key requirements
  • PhD, or Master's degree with 4+ years in CS/CE/ML or related field
  • Programming experience in Java, C++, Python or related languages
  • Experience in algorithms and data structures, numerical optimization, data mining, parallel and distributed computing, HPC
  • Unix/Linux
  • Professional software development experience
  • Deep learning model architecture design, training, optimization, and pruning
  • ML/DL toolkits: MXNet, TensorFlow, Caffe, PyTorch
  • Data analysis and ML for search relevance
  • NLP/IR knowledge

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