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,multiphysicsmodeling, 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 contemporary 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 into c

📌 Digital Transformation Pune (India)
🏢 Entegris
📍 India