Researcher Uncertainty Quantification & Surrogate Modelling
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Job Location:
Monthly Salary:
Posted on:
10 hours ago
Vacancies:
1 Vacancy
Job Summary
Roles & Responsibilities :
The focus of this role is set on Uncertainty Quantification (UQ) for model-based system design
Youll have to model parameter uncertainties in order to guarantee best performance under all operating conditions for modern control system applications on distributed compute architectures.
Youll have to analyze and enrich complex system models using uncertainty quantification techniques AI/ML and surrogate modelling methods and implement everything via the necessary scripting and programming.
Youll enable Bosch products to leverage new distributed deployments while meeting the requirements.
Youll be working in international multi-disciplinary teams and perform necessary tasks to accomplish the project goals.
Youll publish research findings in reputable journals and conferences.
Qualifications :
Educational qualification:
PhD from top Indian institutes (IITs IIITs IISc etc.) or from top international institutes with good track record of research publications related to:
- Applied Mathematics Statistics Computational Engg Aerospace Engg Computer Science or any other branch where the candidate has deep expertise in Uncertainty Quantification Applied Mathematics and AI/ML techniques.
Mandatory/requires Skills :
Excellent programming skills in python C C
Excellent knowledge of uncertainty quantification
Expertise in AI such as machine learning / tabular foundation models / deep learning
Expertise in system identification
Sound fundamentals of dynamic system
Sound fundamentals of ODEs PDEs and numerical methods for solving them for various engineering problems
Sound fundamentals of Linear algebra
Excellent presentation and communication skills
Preferred Skills :
Working knowledge on control systems and engineering will be an added advantage
Experience in modern distributed systems architectures e.g. cloud/edge/E/E-architecture will be an added advantage
Experience with simulation tools: MATLAB Simulink and AMESim will be added advantage.
Experience in agile working environment preferably Scrum Master certification will be an added advantage
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Intelligence Community Experience
- Python
- Spss
- Microsoft Word
- R
- Regression Analysis
- Windows
- Stata
- Microsoft Powerpoint
- Research Experience
- Data Modeling
- Writing Skills
About Company
Bosch first started in Vietnam with a representative office in 1994. Bosch has its main office in Ho Chi Minh City, with branch offices in Hanoi and Da Nang, and a Powertrain Solutions plant in the Dong Nai province to manufacture pushbelt for continuously variable transmissions (CVT) ... View more
