Time Series Deep Learning Research Intern (M.Sc / Ph.D / Postdoc)

Company Description

Robert Bosch Technologies Israel Ltd is a new subsidiary of Robert Bosch GmbH in Israel, focusing on mainly on Artificial Intelligence research.

Do you care about impact on people?

Do you want to publish your work in top tier-1 conferences?

Bosch Center for Artificial Intelligence in Israel is a unique place that researches and implements cutting edge technologies for manufacturing, automotive, robotics, and industrial applications. We are looking for a deep learning expert to work on foundation models for time-series.

Job Description

Project Background

Bosch’s Battery in the Cloud project provides a software stack of solutions for EV batteries: predictive maintenance, lifetime monitoring, charging optimization and more.

The combination of expert knowledge in the form of physical models, an advanced data-loop, and large datasets gives rise to challenging research questions.

In this internship we will focus on the application of foundation models to time-series data, considering the unique characteristics of the EV battery domain.

Job Description

• Duration: 6-12 months
• Create something new: As a research intern you will:
  • Conduct excellent research on a real-world application.
  • The results should be according to a business unit specification and requirements.
  • The results of the research will be published at the leading AI venues.
  • The results will be transferred for implementation in Bosch products.
• Work on cutting edge topics: this position is part of an activity for developing a Bosch-wide foundation model for time series. Example research questions:
  • Time series encoding
  • Incorporation of expert / prior knowledge
  • Decoding scheme development

Qualifications

Technical skills

• Currently pursuing a PhD, or graduate of an MSc in CS/EE/IE/ME or related faculties
• Pursuing a thesis in one of the following:
  • Time series
  • Deep learning
  • Computer vision
  • Data science

Personal skills

• Self-confident and responsible team player with excellent communication skills
• Proactive, highly motivated and motivating character for the team and partners
• Foreign applicants should arrange a work permit for Israel independently

Additional Information

https://www.bosch-ai.com/