Senior Deep Learning Engineer (Automotive)
Вакансия из Hirify Global, списка международных tech-компанийДля мэтча и отклика нужен Plus
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Deep Learning Engineer (Computer Vision): Designing and implementing state-of-the-art computer vision products for automated vehicle inspection with an accent on detection, classification, and segmentation. Focus on transitioning research-grade ideas into scalable production systems and optimizing models for real-time inference on Edge/Cloud devices.
Location: Tel-Aviv, Israel (Onsite)
Company
is a pioneer in fully automated vehicle inspection systems using AI and computer vision to enhance automotive safety and reliability globally.
What you will do
- Design and develop robust Machine Learning and Deep Learning algorithms for complex vision challenges.
- Create Proof of Concepts (PoC) and transition research-grade ideas into scalable, production-ready systems.
- Evaluate, benchmark, and profile algorithms using large-scale proprietary datasets.
- Implement data-centric AI methodologies, including active learning and data curation.
- Collaborate with MLOps and hardware teams to optimize models for real-time inference on Edge/Cloud devices.
Requirements
- 4+ years of industry experience in developing and deploying Deep Learning algorithms in production.
- Hands-on experience with major Vision problems: Detection, Classification, and Segmentation.
- Deep theoretical understanding of CNNs, Vision Transformers (ViTs), Diffusion, or Generative AI for Vision.
- Proficiency in Python; knowledge of C/C++ is an advantage.
- Experience with major Deep Learning frameworks such as PyTorch or TensorFlow.
- M.Sc. or Ph.D. in Computer Science, Electrical Engineering, Data Science, or a related field is a strong advantage.
Nice to have
- Experience with 3D Perception, Anomaly Detection, or Multi-View Geometry.
- Experience with Tracking, Identification, Image Retrieval, Pose Estimation, OCR, or Image Registration.
Culture & Benefits
- Opportunity to work with cutting-edge AI, machine learning, and computer vision technologies.
- Direct global impact on enhancing automotive safety and reliability.
- Rapid professional growth within a high-growth environment and strategic industry partnerships.
- Vibrant company culture that celebrates diversity and encourages teamwork.
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