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Senior Computer Vision Engineer(m/w/x)
Maintain and optimize machine vision pipeline for a digital automotive platform. 5+ years building/deploying vision models required. Setting technical vision for the machine vision pipeline.
Anforderungen
- Master's degree or PhD in Computer Science or related field
- 5+ years of professional experience building and deploying computer vision models
- Deep, hands-on expertise with PyTorch
- Proven experience across a range of computer vision tasks
- Exceptional software engineering fundamentals with clean, testable, efficient Python code
- High proficiency in a Linux environment
- Demonstrated experience working with data annotation pipelines
- Excellent problem-solving skills and ability to work independently
- Willingness to embrace new ideas and feedback
- Experience working with large-scale datasets and building efficient data processing pipelines
- Experience with model optimization techniques
- Experience mentoring junior engineers or providing technical leadership
Aufgaben
- Maintain and optimize the computer vision pipeline
- Ensure reliability of multi-stage computer vision models
- Set the technical vision and roadmap for the CV pipeline
- Make architectural and algorithmic decisions for performance
- Lead adaptation of existing models for new projects
- Translate business needs into technical solutions
- Oversee the data lifecycle for models
- Define annotation guidelines and manage data quality
- Iterate on feedback with the annotation team
- Write clean and maintainable production-level Python code
- Manage model training and experimentation
- Evaluate models on Linux server infrastructure
Berufserfahrung
- 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- PyTorch
- Linux
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Senior Computer Vision Engineer(m/w/x)
Maintain and optimize machine vision pipeline for a digital automotive platform. 5+ years building/deploying vision models required. Setting technical vision for the machine vision pipeline.
Anforderungen
- Master's degree or PhD in Computer Science or related field
- 5+ years of professional experience building and deploying computer vision models
- Deep, hands-on expertise with PyTorch
- Proven experience across a range of computer vision tasks
- Exceptional software engineering fundamentals with clean, testable, efficient Python code
- High proficiency in a Linux environment
- Demonstrated experience working with data annotation pipelines
- Excellent problem-solving skills and ability to work independently
- Willingness to embrace new ideas and feedback
- Experience working with large-scale datasets and building efficient data processing pipelines
- Experience with model optimization techniques
- Experience mentoring junior engineers or providing technical leadership
Aufgaben
- Maintain and optimize the computer vision pipeline
- Ensure reliability of multi-stage computer vision models
- Set the technical vision and roadmap for the CV pipeline
- Make architectural and algorithmic decisions for performance
- Lead adaptation of existing models for new projects
- Translate business needs into technical solutions
- Oversee the data lifecycle for models
- Define annotation guidelines and manage data quality
- Iterate on feedback with the annotation team
- Write clean and maintainable production-level Python code
- Manage model training and experimentation
- Evaluate models on Linux server infrastructure
Berufserfahrung
- 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- PyTorch
- Linux
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
AUTO1 Group
Branche
Automotive
Beschreibung
AUTO1 Group ist Europas führende digitale Automobilplattform. Als dynamisches Tech-Unternehmen revolutionieren wir mit unseren Marken wirkaufendeinauto.de, AUTO1.com und Autohero die Automobilbranche.
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