About the role
AI summarisedThis internship focuses on applying data science and machine learning to large-scale semiconductor manufacturing data. The intern will develop analytical models, build data pipelines, and work with distributed computing systems to improve manufacturing performance and support digital transformation initiatives. The role offers hands-on experience with real production datasets and exposure to manufacturing execution systems.
IDMOnsiteSmart MFG/AI
Key Responsibilities
- Develop analytical and machine learning models to improve manufacturing performance and operational efficiency
- Build data pipelines for extraction, cleansing, outlier detection, and anomaly identification
- Apply supervised, unsupervised, and semi-supervised learning techniques on real production datasets
- Support digital transformation and automation efforts in a manufacturing environment
- Extract and manipulate data using SQL and large-scale query systems
- Clean and prepare data using statistical and programming techniques
- Build machine learning models using tools such as Python or R
- Work with distributed computing systems including Spark and Hadoop-based tools
- Support automation and analysis workflows for manufacturing datasets such as time-series and images
- Collaborate with multi-functional teams to translate technical findings into actionable insights
Requirements
- Strong interest in building a career in data science
- Knowledge in statistical modeling and machine learning
- Experience with Python or R
- Ability to write efficient and maintainable code
- Familiarity with SQL
- Interest or experience in distributed computing systems (Spark, Hadoop)
- Strong communication and documentation skills
- Experience with time-series, image data, or semi-supervised learning
- Knowledge of JavaScript or data visualization (Tableau)
- Exposure to manufacturing systems or semiconductor processes
- Experience with TensorFlow or other deep learning frameworks
- Background in Mathematics, Data Science, Computer Science, Physics, Statistics, or Engineering programs with analytics emphasis