AI/ML Device Modeling Intern

Keysight Technologies Singapore (Sales) Pte. Ltd....-; Singapore; On-site; SGD 17,000 - 23,000; Part time

Job summary

Keysight Technologies Singapore (Sales) Pte. Ltd. seeks a Device Modeling AI/ML Software Intern in Singapore to collaborate with engineers, modeling experts, and AI researchers to develop intelligent workflows for semiconductor model extraction, parameter optimization, and data analysis.

You will explore machine learning, optimization, and automation to improve device modeling productivity, with hands-on Python development and collaboration across IC-CAP, WaferPro, MBP, and MQA teams.

Qualifications

• Pursuing a Master’s or PhD in a technical field related to EDA/CAD, data science, or semiconductor engineering.
• Strong programming skills in Python and familiarity with ML frameworks.
• Knowledge of data structures, algorithms, and object-oriented programming.
• Interest in applying AI/ML to semiconductor engineering workflows.

Responsibilities

• Assist in developing AI/ML solutions for semiconductor device characterization and compact model development
• Contribute to intelligent parameter extraction and model fitting workflows
• Support development of machine learning techniques for analyzing large-scale wafer measurement and characterization datasets
• Explore AI-assisted approaches for model validation, quality assessment, and anomaly detection
• Develop software components and data processing pipelines in Python
• Build, train, and evaluate machine learning models for modeling and characterization workflows
• Collaborate with domain experts working on IC-CAP, WaferPro, MBP, and MQA technologies
• Participate in software design, code reviews, testing, and performance optimization activities
• Investigate generative AI and agentic AI technologies to automate device modeling workflows and engineering productivity

Skills

Python programming

ML frameworks

Data structures & OOP

Analytical problem-solving

AI/ML in semiconductors

Education

Master's or PhD in Electrical Engineering, Computer Engineering, Computer Science, Applied Physics, Semiconductor Engineering, EDA/CAD, Data Science

Tools

Git

PyTorch

TensorFlow

scikit-learn

C++

Rust

Job description

Keysight Technologies Singapore (Sales) Pte. Ltd. seeks a Device Modeling AI/ML Software Intern in Singapore to collaborate with engineers, modeling experts, and AI researchers to develop intelligent workflows for semiconductor model extraction, parameter optimization, and data analysis.

You will explore machine learning, optimization, and automation to improve device modeling productivity, with hands-on Python development and collaboration across IC-CAP, WaferPro, MBP, and MQA teams.