Lead Engineer - Engineering Digitalization & AI
Core
Lead Engineer driving AI-enabled engineering transformation, developing agentic AI design models, physics-informed ML, and enterprise-scale digital twins to optimize design, simulation, and manufacturing workflows.
Role type
Senior IC AI/ML Engineer (Digital Engineering)
Builds
Production-ready AI workflows, multi-physics digital twins, CAD-aware transformer/GNN models, and physics AI co-sim engines.
Domain
Industrial engineering, AI/ML, Digital Twins, Multi-physics simulation
Deliverable
production ML models
Required skills
AI/ML model development, CAE workflows, Digital twin systems, Physics-informed machine learning, Agentic AI design, Multi-physics integration, CAD-aware transformers/GNNs, PINNs, FE solvers, Surrogate inference
Preferred skills
High-fidelity multi-physics product development, ANSYS, Abaqus, MATLAB Simulink
Technologies
NVIDIA Omniverse, PINNs, FE solvers, Transformers, GNNs, CAD systems
Responsibilities
Create Agentic AI design models for end-to-end design optimization and simulation; Integrate AI into traditional engineering tools (RM, DFMEA, DFSS); Develop Multi-physics digital twins for cross-domain integration; Build Physics AI co-sim engines combining PINNs, FE solvers, and surrogate inference; Build internal CAD-aware transformer/GNN models for design retrieval and regeneration; Deploy enterprise-scale digital twins for design, operations, and manufacturing.
