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Machine Learning Algorithm Engineer
ГибридПолная занятостьAI & Machine LearningSemiconductor Manufacturing
An imaging technology research team in Tel Aviv is seeking an algorithm engineer to develop and productize deep learning solutions for computer vision and image processing. The role works closely with hardware and software architects and requires at least three days per week in the office.
Обязанности
- Develop algorithms for network pruning and quantization.
- Develop dynamic and conditional-computing neural network algorithms.
- Develop hardware-aware neural network compression and neural architecture search algorithms.
- Collaborate with hardware and software architects to analyze solutions and identify execution weaknesses and opportunities.
- Write academic papers.
Требования
- M.Sc. or Ph.D. in electrical engineering, computer science, physics, or a related field.
- Experience with machine learning and neural networks.
- Excellent coding skills.
- Good English, including technical writing.
- Strong self-learning and team collaboration skills.
Будет плюсом
- Experience with network optimization algorithms.
- Computer vision and image processing experience.
- Familiarity with hardware development.