13 дней назад
Senior Deep Learning Software Engineer (AI)
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
Senior Deep Learning Software Engineer (AI): Developing a Python and PyTorch software product that optimizes deep learning networks for efficient inference on low-power automotive hardware with an accent on quantization, pruning, compression, and production-grade software. Focus on researching and implementing new optimization algorithms, collaborating with algorithm teams, and building reliable CI/CD-enabled software across the full development cycle.
Location: Haifa, Israel; on-site
Company
develops software technologies and hardware architectures for automotive and driving assistance systems.
What you will do
- Develop software that optimizes deep learning networks for efficient inference on low-power hardware in vehicles.
- Implement learnable optimization techniques including quantization, pruning, and compression.
- Build solutions primarily with Python and PyTorch.
- Collaborate with algorithm teams to deploy advanced models quickly and accurately.
- Implement, test, and maintain software across the full development lifecycle, including unit testing and CI/CD.
- Research new optimization algorithms and create proof-of-concept implementations.
Requirements
- BSc or MSc in Computer Science or Electrical Engineering with a strong computer science background.
- 5+ years of experience with neural networks and deep learning.
- Hands-on experience with PyTorch and deep learning frameworks.
- Strong Python programming skills and experience developing production-grade software.
- Experience with CI/CD pipelines and containerized environments.
- Knowledge of C/C++ is an advantage.
Culture & Benefits
- Work with advanced AI technologies for autonomous driving and driver assistance systems.
- Collaborate with experienced engineers and algorithm teams.
- Contribute to technologies designed to improve vehicle efficiency and safety.
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