PhD – Theory of Deep Learning

  • Robert-Bosch-Campus 1, Renningen, Germany
  • Full-time
  • Legal Entity: Robert Bosch GmbH

Company Description

Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology – with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.

The Robert Bosch GmbH is looking forward to your application!

Job Description

  • Research on a theory of learning of Deep Learning
  • Investigation of local complexity of neural net models
  • Proof of guarantees given the model and the data
  • Development and implementation of Deep Learning algorithms
  • Original research, collaboration with Machine Learning experts
  • Technical discussions and creation of new ideas within the existing Deep Learning research team at the Bosch Center for Artificial Intelligence
  • Publications in top-tier journals and supervision of Master students

Qualifications

  • Master of Science in mathematics, statistics, computer science, or related fields with excellent grades
  • Strong mathematical skills are mandatory
  • Prior experience with learning theory is a plus
  • Knowledge of Machine Learning, preferably Deep Learning, and experience with Deep Learning frameworks is a plus
  • Strong team player and ability to work in interdisciplinary teams
  • Good English skills

Additional Information

Duration: 3 years
The final PhD topic is subject to your university.

Need support during your application?
Laila Görlich (HR Department)
+49 711 811 49474

Need further information about the job?
Michael Pfeiffer (Business Department)
+49 711 811 18195

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