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Internship - Digitalization & Machine Learning
2 weeks ago
This project aims to develop a machine learning model for the risk assessment of delamination between mold compound and die pad for IC packages. The work involved includes raw data extraction, filtering, compilation, digitalization, and evaluation of machine learning algorithms.
**In your new role you will**:
1) Building / Modifying FEM (finite element analysis) models for simulating the behaviors under thermomechanical loading
2) Extracting raw data from various sources including result from FEM models
3) Processing & digitalizing image data using suitable tools such as Matlab, Python
4) Evaluating machine learning algorithms; scripting using the appropriate language (e.g. Python, Matlab, etc) may be needed
**Learning Outcome**
1) Image processing method/technique
2) Familiar with common machine learning models and their key usage
3) Basic usage of Ansys
**You are best equipped for this task if you have**:
1) On track for current undergraduate in Engineering or Data Science Track
2)Strong interest and background in scripting, e.g. Python, Matlab; willing to explore new tools
3) Basic knowledge and experience in image processing
4) Experience with Matlab and/or equivalence
5) Knowledge on machine learning tools
Singapore is our regional headquarter for Asia-Pacific and consists of production, research & development, sales & marketing, supply chain and many central functions.
**Part of your life. Part of tomorrow.**
Infineon is a world leader in semiconductor solutions that make life easier, safer, and greener. Our solutions for efficient energy management, smart mobility, and secure, seamless communications link the real and the digital world.
