Research Engineer AI ML Enhanced Control Engineering

Bosch; Bengaluru; On-site; INR 3,000,000 - 6,000,000; Full time

Job summary

Bosch Global Software Technologies Private Limited in Bengaluru seeks an interdisciplinary research engineer to fuse artificial intelligence, control theory, and product portfolios. You will tackle dynamic and uncertain systems, developing secure learning and control approaches for real-world Bosch applications.

Candidates should have MS/MTech or PhD and at least 3 years of experience, with strong skills in Lyapunov stability, optimal/adaptive/robust control, AI/ML methods, Python,

Qualifications

• Sound knowledge of modern control theory with Lyapunov stability, LQR/LQG, adaptive and robust control.
• Proficiency in AI/ML methods and tools: Deep learning, Gaussian Processes, ensemble methods, surrogate modelling.
• Excellent programming skills in Python.
• Experience with MATLAB and Simulink.
• Strong understanding of ODEs and numerical methods.
• Systems thinking and strong communication skills.
• Knowledge of linear algebra and matrix theory.

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 for constrained systems.
• Support Transfer: maintain close contact with the customer and prepare solution approaches and MVPs.
• Bring new ideas into life: monitor academic and industrial research and adapt approaches to Bosch products.

Skills

Lyapunov stability analysis

Optimal control (LQR/LQG)

Adaptive control

Robust control

Deep learning

Gaussian Processes

Bagging & boosting

Surrogate modelling

Reduced order models

Python programming

MATLAB/Simulink

ODE theory & numerics

Systems thinking

Presentation & communication

C/C++

Transformer architectures

Linear algebra

High performance computing

Education

MS/MTech/PhD in Electronics & Communication Engg, Electrical Engg, Mechanical Engg, Mechatronics Engg, Cybernetics, Aerospace Engg, CS/CS Engg

Tools

Python

MATLAB/Simulink

C/C++

Transformer architectures

Job description

Company Description

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, with profound knowledge in concepts of Lyapunov stability analysis, optimal control (LQR/LQG), adaptive control, and robust control which are essential for handling unpredictable environments.
• 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 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 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 added advantage.

Legal Entity: Bosch Global Software Technologies Private Limited

Requirements: