Internship - Machine Learning Engineer
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The student, under the guidance of an assigned mentor, will be responsible for ML development focusing on improvement for design of product recommender and gap assessment and prediction system. Student will work with data scientist to enhance the existing ML model and capability (text prompt LLM, text to image and image to text retrieval, zero shot image classification) based on CLIP model and similarity for product/package search, recommendation, identify gap assessment (failure images to failure criterion) and risk prediction.
Job Description
In your new role you will:
You are best equipped for this task if you have:
As a global leader in semiconductor solutions in power systems and IoT, Infineon enables game-changing solutions for green and efficient energy, clean and safe mobility, as well as smart and secure IoT. Together, we drive innovation and customer success, while caring for our people and empowering them to reach ambitious goals. Be a part of making life easier, safer and greener.
Are you in?
We are on a journey to create the best Infineon for everyone.
This means we embrace diversity and inclusion and welcome everyone for who they are. At Infineon, we offer a working environment characterized by trust, openness, respect and tolerance and are committed to give all applicants and employees equal opportunities. We base our recruiting decisions on the applicant´s experience and skills.
Please let your recruiter know if they need to pay special attention to something in order to enable your participation in the interview process.
Click here for more information about Diversity & Inclusion at Infineon.
Job Description
In your new role you will:
- Understand the existing automotive development database
- Implement algorithms and workflow to improve ETL and automation for data pipeline and cleaning
- Work with data scientist to enhance workflow, AI model and develop LLM query and retrieval capability of a recommender based on user desired attributes (text or image) with risk prediction and generated report/content with required dataset
- Explore concept development of CLIP model for image to text similarity and for zero-shot image classification to recommend similar product, chip or package design, and identify failure/defect
- Explore development agentic AI concept to improve business work flow process and productivity
- Develop the skills in ML development process and R&D process/application
- Greater understanding in AI recommendation system and risk prediction model
- Understanding of automotive semiconductor R&D processes
- Teamwork in MNC cultures and working with data scientist
- Exposure to industry AI/ML development process, application and tool
You are best equipped for this task if you have:
- Strong software development or programming competency with special interest and knowledge/skills in python, ML/DL machine learning or AI
- Team player
- Curious and think out of the box
As a global leader in semiconductor solutions in power systems and IoT, Infineon enables game-changing solutions for green and efficient energy, clean and safe mobility, as well as smart and secure IoT. Together, we drive innovation and customer success, while caring for our people and empowering them to reach ambitious goals. Be a part of making life easier, safer and greener.
Are you in?
We are on a journey to create the best Infineon for everyone.
This means we embrace diversity and inclusion and welcome everyone for who they are. At Infineon, we offer a working environment characterized by trust, openness, respect and tolerance and are committed to give all applicants and employees equal opportunities. We base our recruiting decisions on the applicant´s experience and skills.
Please let your recruiter know if they need to pay special attention to something in order to enable your participation in the interview process.
Click here for more information about Diversity & Inclusion at Infineon.
Post Date
2025-05-13
Job Type
-
Employment type
Full-time
Category
Other
Level
Internship
Country
Singapore
Industry
Semiconductor ManufacturingAppliances , Electrical , , Electronics Manufacturing , Computer Hardware Manufacturing ,
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