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.
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.
Job Responsibilities:
Position Overview
Magna Corporate R&D Intern program provides students the opportunity to be key players within the organization. We seek a self-motivated intern to support our research team in projects focused on Computer Vision, Deep Learning, Image segmentation, and Pose estimation to contribute to new technology development in localization and 3D scene understanding/reconstruction.
Essential Duties and Responsibilities:
- Research and analyze various diffusion models for image generation, including foundational and recent advancements in the field.
- Design, implement, and test diffusion-based algorithms to generate high-quality synthetic images.
- Evaluate the realism and quality of generated images using quantitative and qualitative metrics.
- Document research findings, methods, and results to support ongoing and future projects.
- Generate the synthetic images using the latest algorithm for Magna Datasets
- Collaborate with team members on related tasks and participate in research discussions to share insights and improvements.
Qualifications:
- Programming experience with Python/ C++/MATLAB, ROS/ROS2
- Proficiency in relevant machine learning libraries (e.g., TensorFlow, PyTorch).
- Good hands-on experience with computer vision algorithms and libraries, such as Open CV
- Development experience in a Linux environment (Ubuntu is preferred)
- Self-starter and able to work in a collaborative and result-oriented environment.
Education / Experience
- BS/MS in computer engineering/science, electrical engineering, mechanical engineering, or Robotics
Special Knowledge / Skills:
- Experience with DL/ML is required.
- Experience with research on image generation, especially synthetic images, is a plus.
- Strong knowledge of programming techniques, especially for parallel architectures, is a plus.
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.
Worker Type:
Student / Co-Op
Group:
Magna Corporate
