Multimodal Machine Learning Researcher

1 week ago


Pittsburgh, Pennsylvania, United States Bosch USA Full time
Job Description

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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