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Algorithm Engineer Jobs
Company | Magna Automotive India Private Ltd. |
Address | Brampton, Ontario, Canada |
Employment type | FULL_TIME |
Salary | |
Category | Automotive |
Expires | 2023-08-10 |
Posted at | 9 months ago |
Group Description
- Support translation of high-level algorithms into usable embedded products. Adapt algorithms to meet embedded system (product) requirements conforming to target platform constraints.
- Work with a small focused team to enhance existing and/or develop new algorithms using C/C++, Python, and other related modeling tools
- 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.
- Quickly convert research ML/DNN papers into efficient code for product prototyping and development within the business context.
- 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.)
- Machine learning with an emphasis on deep learning, data science, computer vision, depth estimation, 3D reconstruction from monocular/stereo cameras, camera calibration
- Practical knowledge of how to build efficient end-to-end ML/DNN workflows
- Strong theoretical background in statistics, linear algebra and numerical analysis
- Excellent software development skills using C/C++ and/or Python, including libraries such as OpenCV
- Expertise in one or more of the following areas:
- Proficient in using deep learning frameworks such as Tensorflow, PyTorch, Caffe, etc. and Linux
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