Job
- Level
- Junior
- Job Field
- Software, Data
- Employment Type
- Part Time
- Contract Type
- Internship / school internship
- Location
- Plochingen
- Working Model
- Hybrid, Onsite
Job Summary
In this role, you develop computer vision models for automated defect detection in ceramic components and manage image processing pipelines, including data annotation and augmentation.
Job Technologies
Your role in the team
- You support the team in the development and training of computer vision models (CNN, YOLO) for automated defect detection on ceramic components.
- You are responsible for building and maintaining image processing pipelines, including data annotation and augmentation.
- Conducting ML experiments, model comparisons, and hyperparameter tuning (MLflow, Databricks) are also part of your responsibilities.
- You document models and results according to internal standards.
- Additionally, you will be involved in processing and analyzing structured production and quality data (Python, pandas, scikit-learn).
- You have the opportunity to participate in patents and publications.
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Our expectations of you
Education
- You have already gained some practical experience with ML projects during your studies or internship.
Qualifications
- You are a student enrolled in a degree program with a focus on Computer Science, Data Science, Machine Learning, Electrical Engineering, or a comparable STEM field.
- Proficiency in Python (NumPy, pandas, scikit-learn), Deep Learning frameworks (PyTorch, TensorFlow/Keras), and Computer Vision (OpenCV or comparable libraries) is a given for you.
- Object detection/segmentation (YOLO, Faster R-CNN) as well as Git and versioned experiment workflows pique your interest.
- You are a team player and work independently and effortlessly, even in virtual teams.
- You will always find the right words in both German and English.
Experience
- Experience with image processing or computer vision tasks, basic knowledge of SQL, and familiarity with working with real, uncleaned datasets are desirable.
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What we offer
- Flexible working hours
- Collaborative Teamwork
- Professional and Personal Development
- Company sports & employee events
- Mobile working possible
- Easily accessible by public transport
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Benefits
Health, Fitness & Fun
Work-Life-Integration
Topics that you deal with on the job
Job Locations
This is your employer
CeramTec
Die CeramTec Gruppe ist ein Entwickler und Hersteller von Komponenten aus technischer Keramik. Über eigene Vertriebsgesellschaften gelangen die Produkte in den Markt.
Description
- Company Size
- 250+ Employees
- Company Type
- Established Company
- Working Model
- Hybrid, Onsite
- Industry
- Industry, Production
Working Student Digital Transformation
- Location
- Plochingen
- Working Model
- Hybrid, Onsite
- Diversity
- Open for all genders
