Job Title:
Digital Transformation & AI Scientist
Job Description:
Job Title: Digital Transformation & AI Scientist
Job Summary
The mission of this role is to drive digital transformation across engineering workflows by designing, developing, and deploying advanced computational solutions that integrate modeling & simulation, scientific machine learning, and physics-based approaches.
The Digital Transformation and AI Engineer will focus on building scalable systems that combine engineering simulations, data-driven models, and domain knowledge to enable smarter design, analysis, and decision-making. As part of this transformation roadmap, the role will contribute to the development of digital twins, along with next-generation capabilities in scientific ML, multiphysics modeling, and hybrid physics–AI systems.
This role is hands-on, implementation-focused, and ideal for someone passionate about modeling & simulation, scientific machine learning, and applied physics-driven AI. The position requires working across fluid, thermal, and structural domains,
bridging engineering fundamentals with up-to-date AI techniques.
Reports to: Sr Manager, Modeling and Simulation
Key Responsibilities
- Design and develop digital twin frameworks for engineering systems, integrating simulation, data ingestion, and analytics
- Build and maintain pipelines that couple CFD, thermal, and structural simulations with AI/ML models
- Develop physics-based surrogate models using machine learning techniques such as regression, reduced-order modeling, and neural networks
- Apply scientific machine learning approaches, including physics-informed neural networks (PINNs) and hybrid modeling strategies
- Integrate simulation outputs with data pipelines for calibration, validation, and continuous improvement of digital twins
- Develop Python-based services and tools to orchestrate simulation workflows, preprocessing, and postprocessing
- Work with domain experts to translate engineering problems int
📌 Digital Transformation (Pune)
🏢 Entegris
📍 Pune