Beschreibung

As a Senior Computer Vision Engineer, you will tackle complex challenges by optimizing and maintaining a robust computer vision pipeline. This role involves setting technical direction, adapting models for new projects, and ensuring data quality throughout the lifecycle.

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

Tools & Technologien