Algorithm, signal processing, and image processing designer/specialist
Designer/developer/specialist for smart vehicles, Smart vehicles
General description
Algorithm and signal and image processing designers/specialists have the expertise and ability to break new ground in applied research in algorithm design and signal and image processing. They are key members of a highly qualified team and can leverage a wide range of expertise on a daily basis in addition to tackling exciting and varied challenges in the vehicle automation process.
Examples of tasks and responsibilities
- Conduct literature surveys and research concepts and product algorithms and share the findings
- Plan and develop algorithm testing processes and evaluation methods
- Design, prototype, and characterize 2D/3D data processing and vision algorithms (data acquisition [LiDAR cloud points], image processing, signal processing, artificial intelligence, 3D modeling, data fusion, and probabilistic modeling)[LiDAR cloud points]
- Implement and document C/C++ vision system software and embedded platforms
- Design complex code with the Python programming language
Required skills
- Programming skills (Python, C, C++, Tensorflow, etc.)
- Skills for developing computer vision and artificial intelligence algorithms
- Knowledge of deep learning frameworks, model architecture design, training methodologies, and data management
- Ability to learn about and carry out independent R&D activities on specific topics, e.g., advanced driver assistance systems
- Ability to be proactive and understand the technical aspects of advanced technology
Required training
Specialization(s) that may be required
- Master’s in Physics
- Master’s in Electrical Engineering
- Master’s in Computer Science
- Master’s Computer Science
- Master’s in Statistics
- Master’s in Mathematics
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