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Senior Machine Learning Platform Engineer
Posted on 4/7/2022
INACTIVE
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Java
Pytorch
Tensorflow
Python
Requirements
  • Degree in a relevant discipline such as Computer Science, Machine Learning, or another similar field
  • 3+ years Experience building production machine learning platforms
  • Strong coding skills in Python/Java or equivalent
  • Familiarity with microservices
  • Strong understanding of engineering and infrastructure best practices, general software development principles with a machine learning software development life-cycle orientation
Responsibilities
  • Design and build highly scalable machine learning systems that the entire company will use
  • Develop deep learning infrastructure that powers Faire's language and image models
  • Design, build and scale Faire's feature store including batch and real-time feature computation, serving, and monitoring
  • Architect and develop the framework to support unified model development
  • Build model prediction services to manage model deployment, inference and monitoring
  • Develop tools for monitoring machine learning life cycle and provide observability into the systems execution flow
Desired Qualifications
  • Familiarity with deep learning frameworks such as tensorflow or pytorch is a plus
Faire

501-1,000 employees

Online retailer
Company Overview
Faire's mission is to help small businesses come together to compete on a more level playing field with the likes of Walmart and Amazon. Today, Faire is the online marketplace where retailers discover their next bestsellers from independent brands across the globe.
Benefits
  • Time off
  • Parental leave
  • Daily mindfulness
  • Annual learning grant
  • Thoughtfully designed spaces
  • Fitness & wellbeing benefits
  • Mental health benefits
  • Charitable matching
  • Career planning
Company Values
  • Serve our community
  • Seek the truth
  • Be an owner
  • Embrace the adventure
  • Be kind