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Staff Software Engineer
ML Deployment & Optimizations
Posted on 10/22/2022
INACTIVE
Locations
San Francisco, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Structures & Algorithms
Pytorch
Tensorflow
Python
Requirements
  • Must have strong work experience in one of the core deep learning optimization areas: quantization, neural net compression (pruning, factorization, knowledge distillation), or neural architecture search (NAS)
  • MS, or higher degree in CS/CE/EE, or equivalent, in industry experience
  • 10+ years of software engineering experience in delivering high-quality production software
  • 3+ years of experience working with deep learning models
  • Strong expertise with DL frameworks like Tensorflow, PyTorch etc
  • Strong programming skills in Python with an emphasis on data structures and algorithms
  • Strong expertise with software development lifecycle - coding, debugging, optimization, testing, integration
Desired Qualifications
  • Experience in one of the following areas:
  • Numerical optimization
  • Algorithmic complexity, deep learning performance analysis and profiling, distributed computing, AI accelerators, GPU's
Cruise

1,001-5,000 employees

Self-driving car service
Company Overview
Cruise's is building self-driving vehicles to improve life in our cities. The company makes autonomous, sustainable, self-driving EVs.
Benefits
  • Flexible vacation
  • Paid holidays
  • Paid parental leave
  • Fertility & family expansion benefits
  • 401k matching program
  • Monthly social events
  • Community volunteering programs
  • Healthy meals & snacks for onsite employees
  • Quarterly offsites & working retreats
  • Monthly wellness stipend
  • Mental health support
  • Professional development programs
  • On-site gym in SF HQ
  • Commuter benefits for onsite employees
  • Medical, dental & vision coverage
Company Core Values
  • Stay safe
  • Stay focused
  • Own it
  • Seek truth
  • Work together
  • Be humble