Internship - Embedded AI Application Engineering

Job 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

Education

• Bachelor's in Electrical/Electronics engineering or any related field.

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

Preferred intake

• Jan 27 - May/ June 27 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.