AI/ML Enhanced Control Engineering

AI/ML Enhanced Control Engineering

Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 27,000+ associates, it's the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.

Job Description

Roles & Responsibilities: As part of an interdisciplinary research team you will combine methods from artificial intelligence, control theory and computer science with the product portfolio of Bosch. Future dynamics systems need to adapt themselves and handle uncertainties during operation while safeguarding functionality. Join us in transforming complex challenges into real-world impact.

• Addressing technical challenges: You will analyze, model, and simulate dynamic and uncertain systems and develop secure approaches for solving complex learning and control engineering problems.

• Systematically develop solutions: You will use data-based methods to improve model-based control concepts and apply them to constrained linear, nonlinear, and distributed systems with parameter and structural uncertainties.

• Support Transfer: You maintain close contact with the customer, take into account product-specific requirements, and prepare solution approaches and minimum viable software products in a target-group-oriented manner.

• Bring new ideas into life: You continuously monitor and evaluate academic and industrial research and adapt new approaches to Bosch products.

Qualifications

Educational qualification: MS/MTech, PhD from top Indian institutes (IITs, IISc etc.) in the field of Electronics and Communication Engg, Electrical Engg, Mechanical Engg, Mechatronics Engg, Cybernetics, Aerospace Engg, Computer Science Engg, from top international institutes with good academic track record.

Experience: 3+

Mandatory/requires Skills:

• Sound knowledge of modern control theory is a must
• Strong in AI/ML: Deep learning, GPRs, Decision trees, Surrogate modelling methods like Operator Learning, Physics informed machine learning, Reduced order models, tabular foundational models, transformer architectures
• Excellent programming skills in python.
• Sound understanding of Ordinary and Partial Differential equations.
• Sound knowledge of numerical methods for solving ODEs and PDEs for ex: finite difference or finite volume or finite element method
• Sound knowledge of Linear algebra, Matrix theory.
• Excellent presentation and communication skills.

Preferred Skills:

• Experience with simulation tools: Matlab, Simulink, C/C++ will be added advantage.
• Familiarity with high performance computing will be added advantage.