Full-Time

Sr Staff Software Engineer

ML Accelerators

Confirmed live in the last 24 hours

Aurora Innovation

Aurora Innovation

1,001-5,000 employees

Develops self-driving technology for vehicles

Robotics & Automation
Automotive & Transportation

Compensation Overview

$212k - $340kAnnually

+ Bonus + Equity Compensation

Senior

San Francisco, CA, USA

Category
Backend Engineering
Embedded Engineering
Software Engineering
Required Skills
Python
Tensorflow
CUDA
Pytorch
C/C++
Computer Vision
Linux/Unix
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

Aurora Innovation develops self-driving technology aimed at changing how transportation works. Their main product, the Aurora Driver, can be added to different types of vehicles to allow them to drive themselves, transporting both people and goods. Aurora stands out from competitors by working closely with logistics companies, ridesharing services, and vehicle manufacturers to help them use this technology effectively. They make money by licensing the Aurora Driver to these partners, providing ongoing support and updates. A key feature of their technology is the FirstLight Lidar sensor, which helps vehicles detect their surroundings with great accuracy. Aurora's goal is to make transportation safer and more accessible for everyone.

Company Stage

IPO

Total Funding

$2.6B

Headquarters

Mountain View, California

Founded

2017

Growth & Insights
Headcount

6 month growth

0%

1 year growth

1%

2 year growth

0%
Simplify Jobs

Simplify's Take

What believers are saying

  • Partnership with Nvidia and Continental boosts technological capabilities and market reach.
  • New facility in Bozeman accelerates LiDAR research and autonomous systems development.
  • Expansion to Phoenix provides valuable data for optimizing autonomous driving technology.

What critics are saying

  • Regulatory challenges with FMCSA may delay autonomous truck deployment.
  • Over-reliance on Nvidia and Continental partnerships poses technological and financial risks.
  • Uber CEO's resignation from Aurora's board may impact strategic decisions and partnerships.

What makes Aurora Innovation unique

  • Aurora's FirstLight Lidar offers superior range and speed for autonomous vehicles.
  • Partnerships with Toyota, Uber, and Volvo enhance Aurora's market credibility.
  • Aurora's Virtual Testing Suite ensures robust and reliable technology before deployment.

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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