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Software Engineer
ML Accelerators
Confirmed live in the last 24 hours
Locations
Mountain View, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
CUDA
C/C++/C#
Leadership
Linux/Unix
Pytorch
Research
Tensorflow
Python
Requirements
  • Minimum 5+ years of professional experience
  • BS, MS, or PhD in Computer Science or related field
  • Strong programming skills in C++, Python
  • Familiarity with at least one deep learning framework (PyTorch, TensorFlow, MXNet, etc.)
  • Basic understanding of computer vision deep learning models
  • Strong analytical skills, especially for performance troubleshooting (e.g. profiling, roofline model)
  • Familiarity with CUDA, OpenCL, OpenVX, Halide or other SIMD programming models
  • Familiarity with ML-specific accelerators (NPUs, TPUs, IPUs, etc…)
  • Ability to quickly learn and adapt to new technology
  • Ability to work on large code bases and a fast growing environment
  • Strong communication skills
  • Comfortable with Linux/other unix environments
Responsibilities
  • Work closely with our autonomy and hardware teams to understand our on-vehicle ML technology
  • Develop perspectives on where opportunities and gaps might be in our machine learning software and hardware strategy with a longer-term horizon in mind
  • Maintain relationships and intel across the ML ecosystem including both established players and start-ups (accelerators, software modules, etc.) for both existing and future products
  • Execute internal research and development of ML software and hardware technology
  • Surface high-impact findings to relevant Engineering leadership, keeping feedback loop going to influence Aurora's ML strategy
  • Help drive value to key engineering stakeholders
Desired Qualifications
  • Experience with inference on edge platforms
  • Experience with cloud ML training pipelines
  • HPC experience
Aurora Innovation

1,001-5,000 employees

Leading company in self-driving vehicles
Company Overview
Aurora is on a mission to build self-driving technology that will revolutionize the future of transportation. Its flagship product, the Aurora Driver, is a platform that brings together software, hardware, and data services, to autonomously operate passenger vehicles, light commercial vehicles, and heavy-duty trucks
Benefits
  • Medical, Vision, Life Insurance
  • Paid leave
  • Vacation, Holidays & Sick Time
  • LinkedIn Learning
  • Aurora Academy
  • 401(k)
  • Commuter Benefits
  • Flexible Spending Account
  • Onsite Food
  • PerkSpot
  • Working from Home Support
  • Emotional & Physical Wellness
  • Employee Assistance Program
Company Values
  • Operate with integrity - We do the right thing, even if it delays our work or makes less money
  • Focus - We’re solving one of the most challenging problems of our generation, and we’ll get there by fostering a culture of depth, focus, and rigorous engineering
  • No jerks - We solve hard technical problems through discussion and collaboration. We don’t waste time battling over personalities and egos
  • Be reasonable - We expect each other to use good judgment and always have the best interest of the company and our partners in mind
  • Set outrageous goals - We set ambitious goals that demand commitment and push us to do our best work
  • Win together - We are building a technology and a company that will serve people and communities around the world. Our team’s diverse perspective and experience make us stronger and better reflect the world we live in