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Principal Engineer
Machine Learning Acceleration, Remote
Posted on 2/2/2022
INACTIVE
Locations
Santa Monica, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
AWS
CUDA
Google Cloud Platform
C/C++/C#
Keras
Microsoft Azure
Pytorch
Tensorflow
Python
Requirements
  • Degree in Computer Engineering, Computer Science, Applied Mathematics, or a related field
  • 5+ years of industry experience
  • Strong programming skills in Python
  • Familiar with DL frameworks like PyTorch, Tensorflow, Keras, etc
  • Experience working with cloud infrastructure like AWS, GCP or Azure
  • Experience working with large scale dataset
Responsibilities
  • Manage and monitor ML training, visualize and compare ML training, evaluate models on different hardware accelerators and track cost, etc
  • Own training cluster and provide technical support to internal customers
  • Work closely with machine learning researchers to identify the bottlenecks and optimize the codebase by: better parallelism and data caching, fully utilizing the hardware: CPU, GPU, memory and disk/network IO, distributed/multi-machine training
  • Act as a sounding board and technical architect for your teams, help define technical vision and strategy
  • Provide coding and performance guidelines and best practices to machine learning researchers/engineers
  • You'll have the opportunity to work on cutting-edge technology and some of the most exciting problems within engineering including: robotics, infrastructure, visualization, etc
  • As part of the Machine Learning Infrastructure team, you'll be collaborating and working closely with a tight knit team and some of the industry's top researchers
Desired Qualifications
  • Strong skills in C++
  • Experience in numba, cython, CUDA, etc
  • Experience in distributed computing
  • Strong machine learning/deep learning background
Motional

501-1,000 employees

Designer & manufacturer of autonomous vehicles
Company mission
Motional is making driverless vehicles a safe, reliable, and accessible reality. The company is commercializing a world-class driverless system that is building the future of the automotive industry.
Benefits
  • 401K: 401K with up to 7.5% match
  • time Off: Unlimited sick and vacation days
  • Transportation: Commuter and fitness benefits
  • Healthcare: 3 plan options to support diverse needs
  • IVF: Fertility assistance
Company Values
  • Win Together
  • Safety As Our Bedrock
  • Build For Everyone. Be Everyone.
  • Take Ownership
  • Deliver The Future