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.
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
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
Languages
English: B2 Upper Intermediate
Seniority
Senior