Research Engineer: AI/ML enhanced control engineering

About the Position

Research Engineer: AI/ML enhanced control engineering

bengaluru, India

Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global suppliers 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.

Join us in transforming complex challenges into real-world impact.

Responsibilities

• Addressing technical challenges: Analyze, model, and simulate dynamic and uncertain systems and develop secure approaches for solving complex learning and control engineering problems.
• Systematically develop solutions: 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: 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: Continuously monitor and evaluate academic and industrial research and adapt new approaches to Bosch products.

Requirements

• 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 a good academic track record.
• Mandatory Skills:
  • Sound knowledge of modern control theory, including Lyapunov stability analysis, optimal control (LQR/LQG), adaptive control, and robust control.
  • Sound knowledge and hands-on experience in AI/ML methods and tools: Deep learning, GPRs, Bagging & boosting methods, Surrogate modelling techniques, Reduced order models.
  • Excellent programming skills in Python.
  • Experience with simulation tools: MATLAB, Simulink.
  • Sound understanding of the theory of ODEs and system of ODEs and numerical methods to solve them.
  • Adept at systems thinking, with a focus on holistic problem-solving and recognizing patterns in complex environments.
  • Excellent presentation and communication skills.

Preferred Skills

• Experience in C/C++ will be an added advantage.
• Hands-on knowledge in tabular foundational models, transformer architectures will be an added advantage.
• Knowledge of Linear algebra & Matrix theory.
• Familiarity with high-performance computing will be an added advantage.

We Offer

• Competitive salary
• Opportunity to work in a global technology powerhouse
• Professional growth and development opportunities

About the Company

Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global suppliers 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.