Data Analytics for Next-Generation 2D Semiconductor Devices

Imec; Vlaams-Brabant; On-site; EUR 12,000 - 17,000; Full time

Benefits offered by this job

Imec allowance

Job summary

imec invites applications for a Bachelor or Master internship focused on data analytics for next-generation 2D semiconductor devices. You will help extend a Python-based analysis framework to extract device parameters from measurements, covering MOS capacitors, Hall-bar, and four-probe transistor data.

The role combines semiconductor physics with scientific software development. You will learn semiconductor device physics, electrical measurements on 2D materials, and automated data analysis of

Qualifications

• Proficiency in Python for scientific computing.
• Experience with automated data analysis workflows.
• Familiarity with software development practices.

Responsibilities

• Extend the Python-based analysis framework to cover more characterization techniques and device structures.
• Develop robust algorithms for automated parameter extraction.
• Ensure compatibility across different measurement tools and data formats.
• Contribute to a scalable software framework for researchers across projects.

Skills

Python programming

Data analysis

Algorithms

Software development

Education

Computer Science

Electrotechnics/Electrical Engineering

Nanoscience & Nanotechnology

Physics

Tools

Python

Job description

Data Analytics for Next-Generation 2D Semiconductor Devices

Build the analysis infrastructure that turns measurements into scientific understanding.

At imec, we develop advanced electronic devices based on emerging 2D semiconductor materials such as MoS₂, WSe₂, and WS₂. These technologies are being explored for future low-power and high-performance electronics using device structures ranging from MOS capacitors and transistors to Hall-bar test structures.

A key challenge is the efficient extraction of meaningful device parameters from the rapidly growing volume of measurement data. To address this, we are developing a Python-based analysis framework that automatically processes electrical characterization data and extracts key figures of merit such as threshold voltage, subthreshold swing, and mobility from two-probe transistor measurements.

Your Role

The primary goal of this internship is to extend this analysis framework to support a broad range of characterization techniques and device structures, including:

• Four-probe transistor measurements
• MOS capacitor (C-V) characterization
• Hall-bar measurements
• New measurement platforms and data formats

You will develop robust algorithms for automated parameter extraction, ensure compatibility across different measurement tools, and help build a scalable software framework that researchers can use across multiple projects and technologies.

A smaller part of the project will involve qualifying new characterization equipment and validating its output against existing measurement platforms.

What You Will Learn

• Semiconductor device physics and characterization
• Electrical measurements on advanced 2D-material devices
• Scientific software development in Python
• Automated data analysis of large experimental datasets

Impact

Your development will directly accelerate imec's research on next-generation semiconductor technologies. By transforming large volumes of raw measurement data into reliable device metrics, your work will enable researchers to evaluate new devices faster, compare technologies more effectively, and gain deeper insight into the underlying device physics.

Type of internship

Type of internship: Bachelor internship, Master internship

Duration

Duration: 6-9 months

Required educational background

Required educational background: Computer Science, Electrotechnics/Electrical Engineering, Nanoscience & Nanotechnology, Physics

University promotor

University promotor: Devin Verreck (KULeuven)

Reference code

The reference code for this position is 2026-INT-353.

Supervising scientist(s)

Supervising scientist(s): For further information or for application, please contact Ward Janssens ( [e-mail] ) and Kaustuv Banerjee ( [e-mail] )

Imec allowance

Imec allowance will be provided.