Process Simulation - CFD & AI based Simulation development

Mercedes Benz

10 - 15 years

12 - 17 Lacs

bengaluru

Posted:4 days ago| Platform:

Apply

Skills Required

ai python data analysis version control aerospace engineering docker r tensorflow automation data science physicsml simulation use cases automotive engineering pytorch

Work Mode

Work from Office

Job Type

Full Time

Job Description

Key Responsibilities:

Execute CFD simulations for multiphase flows (VOF) to support advanced painting applications
Perform Conjugate Heat Transfer (CHT) analyses for oven-related engineering use cases
Use Abaqus to compute and evaluate forces acting on vehicle structures
Develop data-driven models to predict temperature profiles during the drying process
Design and implement toolbars and automation features for the Metapost application
Automate post-processing workflows for simulation tasks
Research, develop, and implement novel simulation methods, including meshless approaches and integration into Digital Twin platforms

Required Skills and Experience:

10+ years of experience in CFD/CAE simulations
Strong expertise in STAR-CCM+ and Abaqus
Strong theoretical knowledge in FEM and CFD
Experience developing and deploying ML models using PyTorch, TensorFlow, or JAX
Strong understanding of ML concepts, statistics, and data analysis
Proficiency in Python with strong problem-solving and algorithmic-thinking skills
Experience deploying AI-assisted simulation tools (CI/CD, version control, Docker, MLflow)
Background in SciML: reduced-order modeling, surrogate modeling, uncertainty quantification
Experience integrating AI into CAE workflows (STAR-CCM+, Abaqus, custom pipelines)
Familiarity with PINNs, operator learning, and physicsML frameworks (DeepXDE, NVIDIA Modulus)
Strong German language skills (B2, business fluent)
Experience working with cross-functional teams and influencing product decisions
Experience developing novel simulation methods

Educational Qualifications

PhD in Computational EngineeringOR Masters degree in Mechanical, Automotive, Aerospace Engineering, or Data Science with a foundation in Computational Engineering

Preferred Qualifications (Good to Have):

Experience with meshless simulation methods, digital twin integration, and CAE-AI workflows
Exposure to global engineering projects and distributed teams
Experience with Daimler/MB tools and processes
Familiarity with advanced physicsML simulation technologies

More Jobs at Mercedes Benz

Drive System Validation Engineer

Bengaluru

2.0 - 6.0 yrs

INR 6 - 11 Lacs

MB OS Feature Owner (Vehicle Functions)

Bengaluru

7.0 - 10.0 yrs

INR 6 - 10 Lacs

BIW Structure Design and Development Professional

Bengaluru

4.0 - 8.0 yrs

INR 8 - 12 Lacs

Senior Program Manager ADAS Software Development

Bengaluru

14.0 - 20.0 yrs

INR 35 - 50 Lacs

E drive integration and structure design and development Professional

Pune

3.0 - 8.0 yrs

INR 5 - 12 Lacs

Mock Interview

Practice Video Interview with JobPe AI

Start Python Interview

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.