3 часа назад
Experienced Deep Learning Algorithm Developer – Object Perception Group
Вакансия из Hirify Global, списка международных tech-компанийДля мэтча и отклика нужен Plus
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Experienced Deep Learning Algorithm Developer – Object Perception Group (Deep Learning/Computer Vision): Developing and training neural networks for autonomous-driving perception, including object detection, scene understanding, and 3D perception, with an accent on real-world driving data and production-ready model development. Focus on designing deep learning pipelines, applying computer vision and multi-task learning methods, and improving model performance and efficiency.
Location: Jerusalem, Israel; hybrid workplace
Company
develops technologies for accident prevention and semi-autonomous and fully autonomous vehicles.
What you will do
- Develop and train neural networks for complex perception tasks in real-world driving environments.
- Design and analyze deep learning pipelines from data preparation through deployment.
- Develop production-ready perception models using large-scale, real-world in-house datasets.
- Research and apply methods in computer vision, 3D perception, and multi-task learning.
- Collaborate with algorithm, software, and data experts to improve model performance and efficiency.
Requirements
- M.Sc. in Computer Science, Electrical Engineering, or a related field.
- At least 2 years of industry experience developing deep learning-based computer vision algorithms.
- Strong Python programming skills.
- Hands-on experience with PyTorch.
- Solid understanding of deep learning and computer vision.
Culture & Benefits
- Full-time employment in the R&D Algorithms department.
- Hybrid work arrangement in Jerusalem.
- Work on perception technologies for autonomous driving using state-of-the-art deep learning models.
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