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Researcher - Corrosion and CFD simulations

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Bosch

9d ago

  • Job
    Full-time
    Mid Level
  • Research & Development
    Engineering
  • Bangalore
  • Quick Apply

AI generated summary

  • You need experience in corrosion modeling, CFD simulations (OpenFOAM/Comsol), strong coding skills (Python, C++), and knowledge of numerical methods and data analysis, preferably with ML techniques.
  • You will model interfacial reactions, develop multi-physics simulations, parameterize models with statistics, collaborate internationally, and publish findings in journals and conferences.

Requirements

  • Proven experience in the field of modeling of corrosion phenomena at interfaces
  • Profound knowledge in multi-physics simulation as well as computational fluid dynamics (CFD), preferably with OpenFOAM and/or Comsol
  • Profound and broad knowledge in numerical methods in engineering
  • Sound understanding of Linear algebra
  • Excellent coding skills in Python and C++ including version control (e.g. Git), software testing, linting
  • Competent handling of statistical data analysis and application of machine learning techniques, preferably with Python (ideally PyTorch) and C++
  • Knowledge in homogenization and model order reduction methods is desirable
  • Enthusiastic and curious to work for a cross-domain task with scientific complexity
  • Experience with simulation tools: Matlab and Simulink and Ansys will be added advantage
  • Familiarity with high performance computing will be added advantage
  • MS/M.Tech, PhD from top Indian institutes (IITs, IIITs, IISc etc.) or from top international institutes with good track record of research publications related to, computational engineering
  • 3+ years

Responsibilities

  • The focus is set on modeling interfacial reactions with decisive importance for the function and lifetime of products in electromobility and regenerative energy technology.
  • You’ll be part of our team and derive and implement a strategy for the cross-scale description of the interaction of multiphase fluids and metals with a focus on electrochemistry and fluid dynamics.
  • You’ll develop and applicate 2D/3D multi-physics models using numerical simulations, scripting, and programming.
  • Furthermore, you’ll combine physics-based models with data-based approaches.
  • You’ll parameterize and validate models with available data using multivariate statistics.
  • You’ll work in international teams and perform necessary development / implementation to accomplish the tasks.
  • Publish research findings in reputable journals and conferences.

FAQs

What is the primary focus of the research conducted at the Research and Technology Center in Bangalore?

The primary focus is on modeling interfacial reactions crucial for the function and lifetime of products in electromobility and regenerative energy technology.

What role will I play in the team?

You will derive and implement a strategy for cross-scale descriptions of the interaction between multiphase fluids and metals, focusing on electrochemistry and fluid dynamics.

What kind of simulations will I be involved in?

You will develop and apply 2D/3D multi-physics models using numerical simulations alongside scripting and programming.

Is experience in corrosion phenomena important for this role?

Yes, proven experience in the modeling of corrosion phenomena at interfaces is essential for this position.

Which programming languages are required for this role?

Excellent coding skills in Python and C++ are required, including familiarity with version control systems like Git.

What types of statistical and machine learning analysis will I be doing?

You will handle statistical data analysis and apply machine learning techniques, preferably with Python and ideally using PyTorch.

Is there a requirement for a specific educational background?

Yes, a Master’s or PhD from top Indian institutes (IITs, IIITs, IISc, etc.) or leading international institutes with a good track record of research publications in computational engineering is required.

How many years of experience are expected for this position?

A minimum of 3+ years of relevant experience is expected.

Are there any preferred skills or tools that would be beneficial for this position?

Experience with simulation tools like Matlab, Simulink, and Ansys, as well as familiarity with high-performance computing, are considered advantageous.

Will I be working in an international team?

Yes, you will work in international teams and perform necessary development and implementation to accomplish tasks.

Engineering & Construction
Industry
10,001+
Employees
1886
Founded Year

Mission & Purpose

The Bosch Group is a leading global supplier of technology and services. It employs roughly 421,300 associates worldwide (as of December 31, 2022). The company generated sales of 88.2 billion euros in 2022. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology. As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.” The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. With its more than 400 locations worldwide, the Bosch Group has been carbon neutral since the first quarter of 2020. The basis for the company’s future growth is its innovative strength. At 136 locations across the globe, Bosch employs some 85,500 associates in research and development, of which nearly 44,000 are software engineers.