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Internship: AI/ML Development(m/w/x)
Building ML/AI capabilities for test data analytics, yield prediction, and anomaly detection on wafer/test logs at a semiconductor firm. Strong Python programming with data analysis libraries and ML frameworks required. Hands-on experience in semiconductor software engineering.
Requirements
- Motivation as high school pupil or student pursuing studies in Electrical Engineering, ICE/Telematics, Informatics / Computer Science, Biomedical Engineering, Automation, Computer Engineering or similar
- Strong Python programming skills
- Experience with data analysis libraries (pandas, numpy)
- Basic understanding of machine learning concepts
- Experience with scikit-learn or similar ML frameworks
- Familiarity with Jupyter Notebooks
- Understanding of statistics and data structures
- Strong problem-solving and analytical thinking
- Ability to work independently and collaboratively
- Clear communication and documentation skills
- Good English skills (spoken and written)
Tasks
- Develop and deploy ML/AI capabilities
- Apply ML/AI for test data analytics
- Apply ML/AI for yield prediction
- Perform ML/AI anomaly detection on wafer/test logs
- Support design and implementation of ML/AI projects
- Prepare, clean, and structure datasets using Python
- Conduct exploratory data analysis
- Collaborate with teams to define use cases
- Build structured data pipelines
- Train and evaluate models (classification, regression, clustering)
- Perform hyperparameter tuning and model comparison
- Implement a prototype (internal tool, simple API)
- Support early-stage AI product exploration
Education
- High school diploma
Languages
- English – Business Fluent
Tools & Technologies
- Python
- pandas
- numpy
- scikit-learn
- Jupyter Notebooks
Not a perfect match?
- AT61 NXP Semiconductors Austria GmbH & Co KGFull-timeInternshipOn-siteGratkornfrom 2,100 / month
- AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship: AI / Machine Learning(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month - AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship: AI-Based Anomaly Detection for Logical Attack Detection(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month - AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship: Lab Validation(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month - AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship Validation(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month
Internship: AI/ML Development(m/w/x)
Building ML/AI capabilities for test data analytics, yield prediction, and anomaly detection on wafer/test logs at a semiconductor firm. Strong Python programming with data analysis libraries and ML frameworks required. Hands-on experience in semiconductor software engineering.
Requirements
- Motivation as high school pupil or student pursuing studies in Electrical Engineering, ICE/Telematics, Informatics / Computer Science, Biomedical Engineering, Automation, Computer Engineering or similar
- Strong Python programming skills
- Experience with data analysis libraries (pandas, numpy)
- Basic understanding of machine learning concepts
- Experience with scikit-learn or similar ML frameworks
- Familiarity with Jupyter Notebooks
- Understanding of statistics and data structures
- Strong problem-solving and analytical thinking
- Ability to work independently and collaboratively
- Clear communication and documentation skills
- Good English skills (spoken and written)
Tasks
- Develop and deploy ML/AI capabilities
- Apply ML/AI for test data analytics
- Apply ML/AI for yield prediction
- Perform ML/AI anomaly detection on wafer/test logs
- Support design and implementation of ML/AI projects
- Prepare, clean, and structure datasets using Python
- Conduct exploratory data analysis
- Collaborate with teams to define use cases
- Build structured data pipelines
- Train and evaluate models (classification, regression, clustering)
- Perform hyperparameter tuning and model comparison
- Implement a prototype (internal tool, simple API)
- Support early-stage AI product exploration
Education
- High school diploma
Languages
- English – Business Fluent
Tools & Technologies
- Python
- pandas
- numpy
- scikit-learn
- Jupyter Notebooks
About the Company
AT61 NXP Semiconductors Austria GmbH & Co KG
Industry
IT
Description
The company is focused on secure, connected IoT devices and offers the EdgeLock 2GO IoT service platform.
Not a perfect match?
- AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship: Product Engineering / Data Analysis(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month - AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship: AI / Machine Learning(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month - AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship: AI-Based Anomaly Detection for Logical Attack Detection(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month - AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship: Lab Validation(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month - AT61 NXP Semiconductors Austria GmbH & Co KG
Summer Internship Validation(m/w/x)
Full-timeInternshipOn-siteGratkornfrom 2,100 / month