Job Description

• Support development of robust multimodal AI capabilities leveraging machine learning and advanced signal processing techniques (particular emphasis on audio analytics)
• Contribute to deep learning algorithm development, implementation and evaluation pipeline on large-scale public datasets as well as those from Bosch business units
• Support intellectual property generation and lead transfer of R&D results/prototypes to global Bosch business units
• Participate in original research publications with fellow team members in top-tier machine learning and/or signal processing conferences and journals
• Support supervision of Master and PhD student interns

RESPONSIBILITIES

• Create, manage, and adapt data-intensive deep learning pipelines in collaboration with researchers and other engineers
• Manage large-scale deep learning experiments, hyperparameters search, continuous training and evaluation of deep learning models
• Maintenance of research codebase in PyTorch and Tensorflow/Keras
• Administration and management of GPU cluster for research purposes

Qualifications

MINIMUM QUALIFICATIONS

• PhD in Electrical Engineering, Computer Science, or related fields (degree conferred date no later than Spring 2023)
• 2+ years programming experience for deep learning applications (Tensorflow, Keras, PyTorch)

PREFERRED QUALIFICATIONS

• Experience in setup and optimization of deep learning pipelines on large datasets
• Experience in management of large-scale experiments and tools for experiments tracking and hyperparameters optimization
• Familiarity with Linux systems administration and management, particularly related to GPU clusters management and deep learning workflow

Additional Information

BOSCH is a proud supporter of STEM (Science, Technology, Engineering & Mathematics) Initiatives

• FIRST Robotics (For Inspiration and Recognition of Science and Technology)
• AWIM (A World In Motion)

By choice, we are committed to a diverse workforce – EOE/Protected Veteran/Disabled.

For more information on our culture and benefits, please visit:

Culture and Benefits | Bosch in the USA