Description
Summer Internship: AI and Data Analytics Intern
Apply for a summer internship position as an AI and Data Analytics Intern at Logitech.
remote typeHybrid locationsHsinchu, Taiwan
The Team and Role:
As a pioneer Intern, you will work closely with a TDE(Test Development Engineering) engineer to bridge the gap between raw Logitech test databases and actionable quality control. You will investigate our current data infrastructure to develop a Proof of Concept (PoC) tool that demonstrates how Statistical Process Control (SPC) and Machine Learning (ML) can predict test anomalies and improve yield.
Your Contribution:
- Data Exploration: Audit current Logitech test databases to identify key parameters (voltage, frequency, throughput, etc.) suitable for SPC.
- Feasibility Study: Determine if existing data has the "cleanliness" and sampling frequency required for traditional Shewhart charts.
- Prototype Development: Build a demo tool (using Python/Streamlit, PowerBI, or Tableau) that visualizes test data in real-time or batch mode.
- Advanced Analytics: Evaluate and implement AI/ML models (e.g., Anomaly Detection, Time-Series Forecasting) to supplement traditional SPC limits.
- Reporting: Present a "Working/Not Working" demo showing how the tool would have caught a past "Special Cause" variation.
Key Qualifications:
For consideration, you must bring the following minimum skills and behaviors to our team:
- Languages: Python(Pandas, Scikit-learn, Matplotlib) or any other coding tools that can be used for data processing and visualizing.
- Statistical Knowledge: Understanding of Mean, Sigma, Cp/Cpk, and Control Limits concepts.
- AI Literacy: Skilled in using AI tools (e.g., ChatGPT, Copilot) to accelerate research and coding.
- Curiosity: Ability to work with ambiguous data and define its value.
Education: B.S, M.S. or in Industrial Engineering / Statistics / Data Science, or a related field
Benefits:
Logitech offers comprehensive and competitive benefits packages and working environments that are designed to be flexible and help you to care for yourself and your loved ones, now and in the future.