Research Scientist, Sensing (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Research Scientist, Sensing (AI/Computer Vision): Developing and evaluating AI models for new sensing modalities like thermal, radar, and hyperspectral to enhance vehicle defect detection with an accent on multi-modal fusion and sensor prototyping. Focus on designing experimental protocols, building custom datasets from scratch, and benchmarking new modalities against the existing inspection stack.
Location: Tel-Aviv
Company
is a pioneer in automated vehicle inspection systems, utilizing advanced AI, machine learning, and computer vision to redefine vehicle safety and reliability.
What you will do
- Survey emerging sensing technologies to identify modalities that expand vehicle defect coverage.
- Prototype with new hardware, build small-scale datasets, and train modality-specific models.
- Run controlled experiments to benchmark new modalities against the current inspection stack.
- Develop multi-modal fusion approaches to combine new and existing sensors for improved detection.
- Recommend modalities for product integration and partner with R&D and product teams.
Requirements
- 4+ years of experience in sensor-based ML, computer vision, or signal processing.
- Hands-on experience with at least one non-RGB modality (thermal, depth, radar, lidar, hyperspectral, acoustic, or event-based).
- Strong proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow.
- Experience designing experimental protocols and building datasets from scratch.
- Comfortable working with physical hardware, vendors, and experimental setups.
Nice to have
- M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Physics, or a related field.
- Publications or patents in sensing, perception, or related fields.
Culture & Benefits
- Opportunity to pioneer advanced AI and computer vision solutions in the automotive sector.
- Ability to drive global impact by enhancing automotive safety and reliability.
- Rapid career growth within a high-innovation environment supported by strategic industry partnerships.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →