Sensing & Perception Engineer At Brightskies | 0-3 years of Experience
Location:Alexandria
Job Description:
Working on the different stacks for the perception tasks: object detection, tracking, drivable area identification, .. etc.Calibrating and installing the sensors (Cameras, Radars, Lidars,etc).
Developing state of the art sensor fusion algorithm.
Benchmarking several implementations and identifying the performance and accuracy gaps with respect to their mAP.
Parallelization and optimization of different tasks to achieve real-time performance.
Deployment on GPUs.
Job Requirments:
0-3 years of experience. (Fresh grads are welcome ONLY if they satisfy the below requirements)Strong foundations in mathematics and statistics.
Strong C and C++ programming skills.
Knowledge about different self-driving sensors, capabilities, and limitations. (sensors include at least mono cameras, stereo cameras, short/medium/long-range radars, and optionally LIDAR).
Strong knowledge (preferably with practical implementation) of Kalman filters is required.
Experience (or implementation during a training course) of computer vision algorithms based on OpenCV is mandatory.
Experience in machine learning including neural networks creation and training is mandatory.
Experience with TensorFlow or similar is mandatory.
Knowledge of GPUs, optimization, and parallel programming is a plus.
ROS knowledge is a plus.
Knowledge/Experience with Ethernet is a plus.
Knowledge of CARLA or similar simulators is a plus.
Job Features
Job Category
Automotive, Embedded