Full-Time

Sr. Software Engineer

Perception

Posted on 5/6/2024

SafeAI

SafeAI

51-200 employees

Retrofit autonomous technology for vehicles

AI & Machine Learning
Hardware
Industrial & Manufacturing

Senior

Santa Clara, CA, USA

Required Skills
Python
Tensorflow
Data Structures & Algorithms
Requirements
  • Bachelor's, Master's, or Ph.D. degree in Computer Science, Electrical Engineering, Robotics, or a related field
  • 2-3 years of experience in developing perception algorithms and software for autonomous vehicles or robotics applications
  • Proven expertise and deep understanding of linear algebra, probabilistic techniques, graphical algorithms, and optimization problems
  • Proficient programming skills with C/C++ (C++11 and beyond), with demonstrated delivery of robust, well-tested C++ software
  • Proficient programming skills with Python. Proven expertise in deep-learning frameworks, e.g., PyTorch, Tensorflow, etc.
  • Hands-on experience in deploying machine learning algorithms in real hardware
  • Knowledge of a broad range of perception sensors (LiDAR, radar, camera, etc)
Responsibilities
  • Design, prototype, and implement robust algorithms for perception problems involving deep learning for object detection, segmentation, and multi-sensor fusion
  • Conduct performance evaluation, testing, and validation of perception algorithms using real-world and simulated data
  • Supervise, guide, and participate in data collection, post-processing, and annotation steps and deliver deep learning models that work reliably with real-world sensors in complex environments
  • Deliver production quality code and own algorithms from design to production
  • Stay updated with the latest advancements in perception technologies and contribute to research initiatives to improve overall performance and robustness in mining and construction scenarios
  • Collaborate with cross-functional teams including planning, control, mapping, and other engineers to integrate perception solutions into the autonomous vehicle platform

SafeAI, Inc. specializes in equipping construction and mining vehicles with cutting-edge autonomous driving technology. Their approach involves an open, interoperable Autonomous Kit along with a purpose-built operating system called the SafeAI Autonomous Framework. This conversion enhances operational efficiency and safety in industries traditionally reliant on heavy machinery, employing technologies that meet the highest safety standards in the automotive industry, including an ASIL D safety-certifiable operating system.

Company Stage

Series B

Total Funding

$132M

Headquarters

Santa Clara, California

Founded

2018

Growth & Insights
Headcount

6 month growth

0%

1 year growth

13%

2 year growth

83%
INACTIVE