- Location
- SG
- Type
- Full-time
- Department
- Engineering
- Seniority
- Internship
- Education
- Master
- Source
- Eightfold
Description
This internship focuses on building and deploying AI/ML solutions for embedded and edge devices. The role involves sensor data processing, model development, optimization, and deployment on microcontrollers.
Your Role
Key responsibilities in your new role
- Data Management: Work with sensor data collection and preprocessing
- Model Development: Build and train AI/ML models
- Model Optimization: Optimize models for embedded deployment
- Deployment & Testing: Test and deploy solutions on microcontrollers
Internship learning outcomes:
- End-to-End AI/ML Experience: Gain hands-on experience in the end-to-end AI/ML lifecycle, from data acquisition to model deployment on edge devices
- Model Efficiency: Develop skills in model quantization, compression, and optimization for resource-constrained microcontrollers
- Research Application: Learn to implement and evaluate state-of-the-art AI techniques based on current research literature
- Embedded AI Debugging: Acquire practical expertise in debugging, testing, and tuning embedded AI systems for real-world applications
Your Profile
Qualifications and skills to help you succeed
- AI/ML Foundations: Basic knowledge of AI/ML concepts and data preprocessing techniques
- Technical Proficiency: Familiarity with Python and machine learning frameworks such as TensorFlow or PyTorch
- Embedded Systems Knowledge: Understanding of embedded systems or microcontrollers
- Analytical Skills: Strong analytical and problem-solving skills
- Industry Interest: Interest in edge AI, embedded applications, and emerging technologies
- Self-Learning Ability: Ability to learn independently and work with technical documentation or research papers
Contact:
Hillary Woo
#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. Learn more about our various contact channels.
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.
