Full-Time

Senior Staff Machine Learning Engineer

Perception

Confirmed live in the last 24 hours

Aurora Innovation

Aurora Innovation

1,001-5,000 employees

Develops autonomous driving systems for vehicles

Data & Analytics
Hardware
Industrial & Manufacturing

Compensation Overview

$212,000 - $340,000Annually

+ Annual Bonus + Equity Compensation

Senior, Expert

Seattle, WA, USA

Required Skills
Python
Tensorflow
Data Structures & Algorithms
Pytorch
Computer Vision
Requirements
  • Excellent software engineering skills in Python and/or C++
  • Extensive exp in any deep learning framework, such as PyTorch, JAX, TensorFlow
  • 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)
Responsibilities
  • Collaborate with other members of the Perception autonomy team to improve/ideate and implement perception algorithms that power the Aurora Driver
  • Serve as a technical expert for the team on at least one area related to machine learning, with particular focus on computer vision, recursive state estimation, structured prediction, optimization, and others
  • Research and develop state-of-the art deep learning/machine learning models to improve our perception solutions under challenging and diverse scenarios (e.g., on highways and city streets, long-range and multi-sensor object detection, detection under degraded sensors, etc.)
  • Design, prototype and evaluate machine learning algorithms and DNN architectures for detection of traffic actors, their action recognition, and semantic understanding of various traffic scenes that the Aurora Driver encounters
  • Integrate, test, and deploy production-ready solutions into the production code that powers the Aurora Driver.

Aurora, a leader in developing autonomous driving technologies, offers a forward-thinking work environment. The company focuses on crafting intelligent systems for various vehicle types, ensuring safety and efficiency in autonomous transportation. Employees at Aurora have the opportunity to contribute to a technical landscape that integrates advanced sensor fusion, high-definition mapping, and rigorous real and virtual testing protocols.

Company Stage

IPO

Total Funding

$5.4B

Headquarters

Mountain View, California

Founded

2017

Growth & Insights
Headcount

6 month growth

-4%

1 year growth

-11%

2 year growth

14%

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