Job Description
- ARM64 based platforms experience
- CUDA/OpenCL and Video Pipelines
- Signal/Image Processing, Computer Vision knowledge
- CAN or CAN-FD
- System design, OTA updates implementation
- BS or MS in CS/EE or related field
- 5+ years strong C/C++ programming
- Real-time data processing & image processing
- Understanding of CPU & GPU architectures
- 7+ years relevant software engineering experience
Project description
We are utilizing a city's existing fleet and a growing number of mobile devices connected to our network, we collect real-time data that supports the enforcement of traffic laws. We are implementing the first technology provider to create a vision-based solution capable of detecting, understanding, and determine causation of traffic violations, to help cities achieve their Vision Zero safety goals.
Responsibilities
Develop smart computer vision and AI applications using models provided by our deep learning team
Architect and build data processing pipelines for an Nvidia Jetson Platform
Develop new algorithms and approaches to improve the current production system
Improve performance analysis infrastructure and tooling
Interface with devices/sensors such as Camera, GNSS, IMU and LTE
Skills
Must have
BS or MS in Computer Science, Electrical Engineering or a related field
> 5 years strong programming in C, C++
Experience with real time data processing pipelines and image processing
Understanding of CPU and GPU architectures
7 years of relevant software engineering experience
Nice to have
Knowledge and experience with ARM64 based platforms
Experience with CUDA/OpenCL and Video Pipelines
Familiarity with Signal/Image Processing, Computer Vision, Linear Algebra, Numerical Analysis or a related field
Knowledge of CAN or CAN-FD
System design, implementation and verification of the over-the-air (OTA) updates for OS, application and firmware
Other
Languages
English: B2 Upper Intermediate
Seniority
Senior
