Job Description

Lead the development and integration of Agentic AI to accelerate product development through advanced Modeling & Simulation. Build AI systems and ML surrogate models that automate simulation workflows, generate large-scale synthetic data, deliver real-time predictions, and enable inverse design.

Responsibilities

• Architect end-to-end automated Modeling & Simulation workflows using agentic AI
• Develop frameworks for synthetic dataset generation (parametric sweeps, DOE) and ML experimentation
• Build ML surrogate models for instant simulation predictions
• Develop inverse design solutions from customer specifications
• Reduce workflow time from days to minutes with ≥90% validated accuracy
• Present technical results to engineering and leadership teams

Requirements

• MUST HAVE strong foundation in physics-based Modeling & Simulation
• MUST HAVE expert-level CFD & FEM experience (Ansys, COMSOL, Abaqus, and/or OpenFOAM)
• MUST HAVE hands-on experience designing agentic AI or complex AI-driven workflows
• MUST HAVE experience developing ML surrogate models for simulation
• MUST HAVE proficiency in Python and/or C/C++ for simulation APIs
• MUST HAVE experience validating AI/ML results against experimental data
• Strong knowledge of ML techniques (regression, CNNs, GNNs)

Preferred: MS/PhD in relevant engineering or computational disciplines; experience in inverse design and multiphysics/multiphase systems.

All Successful candidates can expect a very competitive remuneration package and a comprehensive range of benefits.

Please email your resume in a detailed MS Word format to joyce@peopleprofilers.com stating

1) Current Drawn

2) Expecting Salary

3) Date Available

4) Reason to Leave each job:

We regret that only shortlisted candidates will be notified

Joyce Koh Ai Leng

People Profilers Pte Ltd

20 Cecil St, #08-09, PLUS Building, Singapore 049705

Tel: 6950 9737

www.peopleprofilers.com

EA License Number: 02C4944

EA Personnel Reg nos R1110618

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