Lead/ Sr. Data Scientist

San Francisco, CA 94133

Posted: 12/11/2019 Job Category: Data Science Job Number: 119963

Job Description


Title: Lead/Sr. Data Scientist

Company: Retail

Location: San Francisco, CA

As a Data Scientist you will help drive our automation, personalization and data pipeline initiatives. You will own critical systems throughout the platform and be responsible for their adding new, valuable features, and ensuring that these systems perform correctly.

What you will be doing:
  • Would like to see someone who is a ML generalist with a software development of data engineering background. 
  • Design and test machine learning models to create highly accurate systems used in operations
  • Write production quality code
  • Collaborate with senior management, product management, and other engineers in the development of product

What we want to see:
  • A quantitative degree
  • 2+ years experience in a similar role
  • 2+  years experience in building and evaluating machine learning & deep learning models
  • Experience putting machine learning models into production
  • Experience with Python & SQL
  • High degree of familiarity with: Sklearn, TensorFlow/Keras, Pytorch
  • Comfortable working in an environment where innovation and change are the norm

If data engineering focused we would like to see:
  • Experience building sustainable and scalable ETL pipelines
  • Experience with different types of databases (Key-Value, Document, Relational, MPP, etc)
  • Deep experience with cloud architectures (AWS/GCP) using serverless designs and event driven architectures
  • Experience with Kafka/Kinesis/PubSub event-based designs
  • Experience writing and reading from APIs

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