- Research, design, and implement state-of-the-art traditional computer vision algorithms and techniques including Feature extraction, Feature Description, Optical flow, Depth estimation, Visual SLAM, Visual tracking, and Camera calibration.
- Develop and optimize deep learning models for computer vision tasks to make them robust and efficient.
- Collaborate with cross-functional teams to understand project requirements and design appropriate solutions.
- Conduct thorough analysis and evaluation of existing algorithms and methodologies to identify areas for improvement.
- Provide technical guidance and mentorship to junior team members.
- Participate in code reviews, documentation, and knowledge sharing sessions.
- Master's or Ph.D. degree in Computer Science, Electrical Engineering, or related field
- Proven experience (at least 3-5 years after Ph.D. or 6-8 years after MS) in computer vision research and development
- Proficiency in programming languages such as Python, C/C++, and experience with deep learning frameworks (e.g., TensorFlow, PyTorch)
- Strong understanding of image processing techniques, feature extraction, and image analysis.
- Solid mathematical foundation, including linear algebra, calculus, and statistics
- Effective communication skills with the ability to convey complex concepts to both technical and non-technical stakeholders
- Traditional computer vision knowledge and experience including Feature extraction, Feature Description, Optical flow, Depth estimation, Visual SLAM, Visual tracking, and Camera calibration, etc.
- Experience with deep learning approaches to computer vision.
- Published research in areas of computer vision, machine learning, AI, or related fields.
- Strong communication skills and the ability to work in a team.
- Expertise in programming in C/C++, Python, Matlab/Simulink, etc.
- Strong spoken and written English language skills
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Technical Expert - Troy, United States - Magna International Inc.
Description
About us
We see a future where everyone can live and move without limitations. That's why we are developing technologies, systems and concepts that make vehicles safer and cleaner, while serving our communities, the planet and, above all, people.
Forward. For all.
Group Summary
Magna is more than one of the world's largest suppliers in the automotive space. We are a mobility technology company built to innovate, with a global, entrepreneurial-minded team. With 65+ years of expertise, our ecosystem of interconnected products combined with our complete vehicle expertise uniquely positions us to advance mobility in an expanded transportation landscape.
About the Role
We are seeking a Technical Expert in Computer Vision to join our autonomous driving team. The ideal candidate will have a strong background in developing and implementing traditional computer vision algorithms as well as deep learning, and image processing techniques and a passion for staying up-to-date with the latest advancements in the field. They will play a pivotal role in the research, development, and implementation of computer vision solutions to address complex problems across various domains. The Technical Expert will be expected to plan, execute, and coordinate New Mobility programs. This involves collaboration with both internal and external departments, supplier companies, institutions, and academia, ensuring a broad and effective reach in the development and implementation of these technologies.
Your Responsibilities
Who we are looking for
Your preferred qualifications
What we offer
At Magna, you can expect an engaging and dynamic environment where you can help to develop industry-leading automotive technologies. We invest in our employees, providing them with the support and resources they need to succeed. As a member of our global team, you can expect exciting, varied responsibilities as well as a wide range of development prospects. Because we believe that your career path should be as unique as you are.
Site Benefits
Awareness. Unity. Empowerment.
At Magna, we believe that a diverse workforce is critical to our success. That's why we are proud to be an equal opportunity employer. We hire on the basis of experience and qualifications, and in consideration of job requirements, regardless of, in particular, color, ancestry, religion, gender, origin, sexual orientation, age, citizenship, marital status, disability or gender identity. Magna takes the privacy of your personal information seriously. We discourage you from sending applications via email to comply with GDPR requirements and your local Data Privacy Law.
