Algorithm Engineer

Role Summary

We are looking for a highly talented, knowledgeable Algorithm Development Engineer with expertise in Computer Vision using machine learning/deep learning to join our team that is working for ADAS application and autonomous driving. This is an exciting time to join our small team as we scale up to tackle the next generation of problems towards semi/fully automated driving. Unique critical thinkers with a passion for autonomous vehicles are always welcome!

Key Responsibilities

• Work with a small focused team to enhance existing and/or develop new algorithms using C/C++, Python, and other related modeling tools
• Quickly convert research ML/DNN papers into efficient code for product prototyping and development within the business context.
• Advance and adapt algorithms, keeping product requirements in focus while working within timelines to conduct the research, test, and validation required to meet the established work project goal.
• Support translation of high-level algorithms into usable embedded products. Adapt algorithms to meet embedded system (product) requirements conforming to target platform constraints.

Key Qualifications/Requirements

• PhD or Master’s in computer vision, machine learning, robotics, image/signal processing, mathematics or statistics
• 5-10 years related development experience with track record delivering image-processing SW modules (object detection, image segmentation, tracking, classification, etc.)
• Expertise in one or more of the following areas:
• Machine learning with an emphasis on deep learning, data science, computer vision, depth estimation, 3D reconstruction from monocular/stereo cameras, camera calibration
• Excellent software development skills using C/C++ and/or Python, including libraries such as OpenCV
• Practical knowledge of how to build efficient end-to-end ML/DNN workflows
• Proficient in using deep learning frameworks such as Tensorflow, PyTorch, Caffe, etc. and Linux
• Strong theoretical background in statistics, linear algebra and numerical analysis