Multimodal Machine Learning Researcher
1 week ago
The Bosch Research and Technology Center North America is seeking a highly skilled and motivated research intern to join our team in Pittsburgh, Massachusetts. As a research intern, you will be working on cutting-edge projects in multimodal machine learning, robotics, and artificial intelligence.
Our team is focused on developing algorithms for robotics tasks, such as interactive object perception, open-vocabulary mobile manipulation, and instruction-following for semantics-aware robot navigation. We are looking for a researcher who can design, implement, and evaluate our methodology, inspired by their previous research experience, new insights from related literature, and collaborative team discussions.
The ideal candidate will have a strong background in machine learning, robotics, and software development. They will be expected to contribute to the preparation of industrial patents and work with teammates to publish a high-quality research paper in a major conference venue.
Key Responsibilities:
- Design, implement, and evaluate multimodal machine learning algorithms for robotics tasks
- Collaborate with the team to develop and refine our methodology
- Contribute to the preparation of industrial patents and research papers
- Work with teammates to publish research papers in top conference venues
Requirements:
- Strong background in machine learning, robotics, and software development
- Experience with data analytics toolkits, such as numpy, pandas, and scikit-learn
- Experience in implementing, training, and evaluating the performance of CV models, NLP models, policies, etc.
- Experience in software development in Python on Linux-based systems
- Experience in training neural models on multi-machine or multi-GPU setups
- Publication history in top conference venues
Preferred Qualifications:
- Experience in leveraging Large Language Models, Vision-Language Models, and/or foundation models that are grounded with other modalities
- Strong theoretical background in AI/ML/Robotics topics, such as representation learning, transfer learning, reinforcement learning, learning from demonstrations, safe learning, etc.
Additional Information:
The U.S. base salary range for this intern position is $30.00-$58.00 hourly. Your Hiring Manager can share more details about the specific salary range for this position during the interview process.
Bosch is a proud supporter of STEM education and diversity in the workplace. We are committed to creating an inclusive environment where all employees feel valued and respected.
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