Internship - Machine Learning Engineer

2 weeks ago

Singapore Infineon Technologies Full time

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.

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

Internship learning outcomes:

- 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

**Your Profile**
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 playerCurious and think out of the box

**#WeAreIn for driving decarbonization and digitalization.**
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.

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