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Apple Computer Vision Research Engineer Spain, Catalonia, Barcelona 932213910
19.09.2024
Description
As a member of our dynamic and fast-paced group, you’ll work in different research areas to take new computer vision algorithms/models from prototype to production while coordinating with different teams and stakeholders. In this role you will implement and integrate state-of-the-art deep learning algorithms/models that enable high-quality user experiences for different use cases and applications. All of this while delivering high-quality production code and working with cutting-edge technology.
Minimum Qualifications
- Experience with Machine Learning (ML), with a particular emphasis on Computer Vision (CV) and Large Language Models (LLMs)
- Published research in the field of Machine Learning, AI or Computer Vision
- Familiarity with research papers, implementing state-of-the-art methods, and adapting them to practical applications
- Ability to develop custom algorithms to solve specific computer vision problems
- Comprehensive knowledge and hands-on experience with fine-tuning approaches and training models
- Experience adapting pre-trained LLMs for downstream tasks
- Experience with TensorFlow, PyTorch or Keras
- Proficiency in Python is essential, especially with libraries such as NumPy, OpenCV, and scikit-image
- Understanding of software development best practices, version control (Git), and CI/CD pipelines.
Preferred Qualifications
- Knowledge of C++ is advantageous for performance optimization and working with low-level vision algorithms
- Skills in optimizing model performance, including model pruning, quantization, and hardware acceleration using GPUs or TPUs
- Strong understanding of image processing techniques such as filtering, edge detection, feature extraction, and transformation
- Experience with object detection, segmentation, and classification algorithms
- Experience working in cross-functional teams
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