Summary
Magna International is a leading mobility technology company focused on developing innovative automotive technologies. They are seeking a research intern for their Advanced Robotics team to design, develop, and evaluate algorithms for robotic manipulation applications using artificial intelligence techniques.
Responsibilities
- Research and implement a novel or extension of an algorithm in the areas of Artificial Intelligence for our Robotic Manipulation application (such as Deep Learning, Reinforcement learning, Transformers, Natural Language Processing (NLP), Diffusion models, Gen-AI)
- Create representative case study to understand solution capabilities and limitations
- Create, modify, and implement the software packages to a practical application
- Develop evaluation criteria to test and evaluate the effectiveness of the systems
- Present technical results and provide recommendations based on the case study
Skills
- Comfortable developing, debugging, training, and testing models in deep learning frameworks
- Strong knowledge of ML, DL theory
- Strong understanding of state-of-the-art AI techniques
- Prior Experience with researching and implementing new Deep Learning architectures
- Prior experience with model training and inference
- Excellent coding abilities in Python, PyTorch/TensorFlow
- Good understanding of Robotics fundamentals
- Curious, Team Player and ability to thrive in collaborative, small team environment
- Current Graduate student preferably in a PhD program or MS program focused on researching/implementing Artificial Intelligence, Machine Learning, Generative AI based solutions for Robotics applications
- Prior experience in implementing Gen-AI, Transformers, Diffusion model-based solutions for Robotics application are strongly preferred
- Candidates with a good research record with publications are preferred
Qualifications
Must Haves
- Comfortable developing, debugging, training, and testing models in deep learning frameworks
- Strong knowledge of ML, DL theory
- Strong understanding of state-of-the-art AI techniques
- Prior Experience with researching and implementing new Deep Learning architectures
- Prior experience with model training and inference
- Excellent coding abilities in Python, PyTorch/TensorFlow
- Good understanding of Robotics fundamentals
- Curious, Team Player and ability to thrive in collaborative, small team environment
- Current Graduate student preferably in a PhD program or MS program focused on researching/implementing Artificial Intelligence, Machine Learning, Generative AI based solutions for Robotics applications
Nice to Haves
- Prior experience in implementing Gen-AI, Transformers, Diffusion model-based solutions for Robotics application are strongly preferred
- Candidates with a good research record with publications are preferred