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Apple Computer Vision Backend Engineer Spain, Catalonia, Barcelona 140808806
19.09.2024
Minimum Qualifications
- Experience in Machine Learning (ML), with a particular emphasis on Computer Vision (CV)
- Comprehensive knowledge and hands-on experience with fine-tuning approaches and training models
- Proven ability to comprehend, interpret, and apply cutting-edge research into consumer-oriented products
- Previous experience in computer vision projects, particularly those focusing on backend integration
- Experience with TensorFlow, PyTorch or Keras
- Proficiency in Python is essential, especially with libraries such as NumPy, OpenCV, and scikit-image
- Experience with databases (SQL and NoSQL) for managing datasets.
- Understanding of APIs (REST, GraphQL) for connecting computer vision models with frontend or other backend services
- Knowledge of cloud services (AWS, Azure, Google Cloud) for deploying and managing models
- Experience with Docker and Kubernetes for containerization and deployment
- Understanding of software development best practices, version control (Git), and CI/CD pipelines.
Preferred Qualifications
- Experience adapting pre-trained LLMs for downstream tasks
- Knowledge of C++ is advantageous for performance optimization and working with low-level vision algorithms.
- Familiarity with research papers, implementing state-of-the-art methods, and adapting them to practical applications
- Experience working in cross-functional teams
- Experience with deploying models in production environments
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