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
Mandatory Skills Description:
- 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 Skills:
- Knowledge and experience with ARM64 based platforms- Experience with CUDA/OpenCL and Video Pipelines- Experience with application of Deep Learning Image Models.- Familiarity with Signal/Image Processing, Computer Vision, Linear Algebra, Numerical Analysis or a related field- Knowledge of Docker- Robotics experienceLanguages:English: B2 Upper Intermediate