Researcher - Modelling and Simulations

1 week ago

Bengaluru Karnataka, India Afterpay Full time

**Company Description**:
The Research and Technology Center at Bangalore focuses on research in time series analysis, natural language processing, computer vision, numerical methods for embedded real time systems, and hybrid modelling (Scientific Machine Learning - SciML). We pursue research and development by working with top-tier universities worldwide and our corporate partners.

For this role, the focus is set on machine learning applied to solving engineering systems which falls in the domains of fluids/solids/thermal in mechanical engineering.
- You’ll be part of our team and model mechanical systems accurately and reduce computational cost.
- You will simulate 1D/2D/3D multi-physics models using numerical simulations, scripting and programming.
- You combine physics-based models with data-based approaches.
- You will work in international teams and perform necessary development/implementation to accomplish the tasks.
- Publish research findings in reputable journals and conferences.

**Required skills**:

- Proficient in Mathematics with solid engineering / physics background.
- Sound fundamentals of Numerical methods.
- Sound understanding of Linear algebra.
- Strong in Scientific Machine Learning (SciML) methods like PINNs, operator learning, system identification.
- Excellent programming skills in python.
- Good knowledge of partial differential equations.
- Numerical methods for modelling and simulation. Excellent presentation and communication skills.

**Preferable skills**:

- Experience with simulation tools: Matlab, Simulink, and Ansys will be added advantage.
- Familiarity with high performance computing will be added advantage.

**Qualifications**:

- 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 numerical methods for modelling and simulation solid/fluid/thermal systems, AI/ML methods

**Additional Information**:

- 3+ years

  • Researcher: Corrosion And Cfd Simulations

    2 days ago

    Bangalore, Karnataka, India Bosch Full time

    Company Description At Bosch Research research meets application Around 1 700 experts around the world develop the technologies of tomorrow and beyond The world in which we live is changing rapidly Global megatrends such as climate change and digitalization influence virtually every area of day-to-day life One thing that doesn t change is Bosch s mission to...

  • Researcher: Corrosion and CFD simulations

    1 day ago

    Bengaluru, Karnataka, India Bosch Ltd Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Job Description : Researcher - Corrosion and CFD Simulations Job Type: Full-timeLegal Entity: Bosch Global Software Technologies Private LimitedCompany Description At Bosch Research, research meets application. Around 1,700 experts around the world develop the technologies of tomorrow and beyond. The world in which we live is changing rapidly. Global...

  • Researcher: Corrosion and CFD simulations

    3 days ago

    Bengaluru, Karnataka, India Bosch Full time ₹ 6,00,000 - ₹ 18,00,000 per year

    Company DescriptionBosch 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,...

  • SABER Simulation and Modeling Engineer

    1 week ago

    Bengaluru, Karnataka, India Vitesco Technologies Full time ₹ 1,04,000 - ₹ 13,08,780 per year

    General Information :SABER Simulation and Modeling Engineer :Join our Electronics and Technology - Mechatronics and ASIC Solutions team as a SABER Simulation and Modeling Engineer. This role involves utilizing Synopsys SABER to develop and integrate sophisticated simulation models that enhance system performance and reliability.Your Key...

  • SABER Simulation and Modeling Engineer

    1 week ago

    Bengaluru, Karnataka, India Schaeffler Full time ₹ 15,00,000 - ₹ 28,00,000 per year

    Schaeffler is a dynamic global technology company and its success has been a result of its entrepreneurial spirit and long history of private ownership. Does that sound interesting to you? As a partner to all of the major automobile manufacturers, as well as key players in the aerospace and industrial sectors, we offer you many development...

  • Advanced Process Simulation

    2 days ago

    Bengaluru, Karnataka, India Quest Global Full time

    **Job Requirements**Advanced Process Simulation Engineer (APS)** **Requirements**: **Skills & Qualifications** - Should be proficient in implementation of **Dynamic simulations** (**using commercial OTS software i.e., Dynsim/UniSim etc.**). This would include sound Process model development skills using commercial simulation tools & understanding of...

  • Senior Ai/ml Scientist

    4 days ago

    Bangalore, Karnataka, India Maersk Full time

    Senior AI ML Scientist IC Simulation Operations Research Optimization A P Moller - Maersk A P Moller - Maersk is the global leader in container shipping services The business operates in 130 countries and employs 80 000 staff An integrated container logistics company Maersk aims to connect and simplify its customers supply chains Today we have more than 180...

  • Research Scientist

    2 weeks ago

    Bengaluru, Karnataka, India GE Vernova Strategy & Innovation Full time

    **Roles and Responsibilities** - Conduct multi-scale materials modeling, including atomistic simulations (e.g., VASP), molecular dynamics, phase-field modeling, Monte Carlo, and CALPHAD simulations to support alloy design, microstructural evolution, and materials behavior predictions. - Collaborate on interdisciplinary R&D projects, contributing insights...

  • Simulation Functional Expert

    1 week ago

    Bengaluru, Karnataka, India Skillspark AB Full time

    **Start** **31-12-2024** **Duration** **4-6 months** **Job Title**: Simulation and Multibody Dynamics Engineer **Location**: [Specify Location] **Employment Type**: [Full-Time/Contract] **Key Responsibilities** - ** Simulation and Analysis**: - Perform simulations using tools such as **Altair Hyperworks**, **Star-CCM+**, **Simpack**, and **Ansys**. -...

  • Senior Engineer- Rail Modelling

    2 days ago

    Bengaluru, India Whatjobs IN C2 Full time

    POSITION DESCRIPTION WSP is currently seeking a Senior Engineer – Rail Modelling & Simulation to join our Rail and Transit Division in Bangalore or Noida, with 8+ years of experience in railway operational modelling, simulation and system performance analysis across Metro, LRT, and mainline rail projects. RESPONSIBILITIES — Perform Rail operational...