AI/ML Device Modeling Engineer (Semiconductors)

Keysight Technologies; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Keysight Technologies seeks a Device Modeling AI/ML Software Engineer to accelerate semiconductor characterization and compact model extraction. You will develop AI‑driven solutions and work with IC-CAP, WaferPro, MBP, and MQA to help foundries and semiconductor companies deploy accurate device models.

Collaborating with software engineers, AI/ML experts, and domain specialists, you will build scalable data pipelines, apply ML techniques to improve model calibration and anomaly detection, and

Qualifications

• Master's or PhD in Electrical/Computer Engineering, CS, or related field.
• 5+ years of software development for scientific/EDA/semiconductor apps.
• Strong Python programming and OO design.

Responsibilities

• Design and develop AI/ML driven AI/ML pipelines for device characterization and model extraction.
• Develop features for IC-CAP, WaferPro, MBP, and MQA.
• Apply ML and statistical modeling to improve accuracy and productivity.
• Collaborate with engineers to integrate AI into device modeling workflows.

Skills

Python

PyTorch

TensorFlow

scikit-learn

Data structures

Algorithms

Debugging

Problem-solving

Education

Master's or PhD in Electrical Engineering or related field

Tools

IC-CAP

WaferPro Express

Model Builder Program (MBP)

Model Quality Assurance (MQA)

SPICE

Job description

Keysight Technologies seeks a Device Modeling AI/ML Software Engineer to accelerate semiconductor characterization and compact model extraction. You will develop AI‑driven solutions and work with IC-CAP, WaferPro, MBP, and MQA to help foundries and semiconductor companies deploy accurate device models.

Collaborating with software engineers, AI/ML experts, and domain specialists, you will build scalable data pipelines, apply ML techniques to improve model calibration and anomaly detection, and