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Apple Computer Vision Deep Learning Engineer Israel, Tel Aviv District 254531943
18.11.2024
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Description
Model Development: Design, implement, and optimize deep learning models for various tasks in the field of 3D vision.Research: * Contribute to the development of algorithms and models within the domain of 3D vision. * Implement and validate models using various data sets. * Investigate the application of unsupervised data and knowledge distillation techniques to enhance the performance of machine learning models. * Conduct research to explore novel techniques and algorithms. * Stay updated with recent advancements in the field. * Design and utilize various metrics to evaluate your work.Data Analysis: *Prepare, filter, process, and analyze large-scale datasets to train and evaluate models. *Analyze the results of your algorithm and compare with other leading methods.Algorithm Optimization: * Optimize models for real-time performance and resource efficiency.Collaboration: * Work in sync with interdisciplinary teams to integrate models into larger products or research studies. * Collaborate with international teams.
Minimum Qualifications
- Strong foundation in computer vision, machine learning, and deep learning.
- Knowledge in the field of 3D computer vision techniques (e.g. stereo, structure from motion, camera model).
- Proficiency in Python and deep learning frameworks (e.g. PyTorch).
- Experience in working with large scale datasets.
- Experience with optimizing models in both size and runtime
Preferred Qualifications
- PhD or Master's degree in Computer Science, Electrical Engineering, or related field.
- Publications in top-tier computer vision conferences (CVPR, ICCV, ECCV).
- Analytical and detail-oriented with a knack for problem-solving.
- Proficient in both written and verbal communication.
- Ability to work both autonomously and collaboratively.
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