ML Software Engineer, Online Maps

Aurora Innovation is focused on delivering the benefits of self-driving technology safely and efficiently. They are seeking a Staff Machine Learning Engineer - Online Maps to lead the development of perception algorithms and machine learning models that enhance the Aurora Driver's capabilities in real-time mapping environments.

Automotive Transportation Electric Vehicle Autonomous Vehicles

Lead and Collaborate with other members of the Online Maps autonomy team to improve/ideate and implement perception algorithms that power the Aurora Driver

Research and develop state-of-the art deep learning/machine learning models to improve our perception solutions under challenging and diverse scenarios

Develop novel verification and validation technologies and techniques

Partner with engineers from online maps, simulation, and safety to ensure that online mapping technology is ready for operation with no vehicle operator

Build infrastructure and tests that support critical go/no go decisions for deploying the Aurora Driver

Integrate, test, and deploy production-ready solutions into the production code that powers the Aurora Driver

Python C++ Deep Learning Computer Vision Machine Learning PyTorch Tensor Flow Open Source Contributions Robotics Experience Research Publications

Excellent software engineering skills in Python and/or C++

Extensive exp in any deep learning framework, such as PyTorch, JAX, Tensor Flow

Extensive exp in Computer Vision, Machine Learning, Deep Learning, or other relevant areas of Artificial Intelligence (e.g., as evidenced by industry experience, publication record)

Relevant industry experience (prior work on self-driving vehicles, autonomy, and/or robotics projects)

Contributions to open source project(s)

Strong track record in any field related to machine learning, as evidenced by top-tier publications

Examples of relevant fields and conferences: computer vision (e.g., CVPR, ECCV, ICCV, IJCV), machine learning (e.g., ICML, NeurIPS, JMLR, PAMI), robotics (e.g., RSS, IJRR), graphics (e.g., SIGGRAPH, TOG)

Self-driving freight trucking technology.

Aurora has a track record of offering H1B sponsor ships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. ( Data Powered by US Department of Labor)

Current Stage

Current Stage Public Company

Total Funding

Total Funding $4.19B

Key Investors

Uber Sequoia Capital Greylock,Index Ventures