Algorithm Developer
CamtekTel Avivот 4 лет
PythonAIMachine LearningC++PyTorchDeep LearningComputer VisionResearchCUDAProblem SolvingAnomaly DetectionRepresentation LearningImage RetrievalSelf-Supervised Learning
Описание
We are looking for a Senior Algorithm Developer to research, develop, and implement advanced Computer Vision and Deep Learning algorithms for large-scale visual data analysis and industrial inspection. You will work closely with a senior research team, taking algorithms from initial research and experimentation through to production.
Requirements
- MSc or PhD in Computer Science, Electrical Engineering, Mathematics, or equivalent research experience
- 4+ years of hands-on experience in Machine Learning and Computer Vision algorithm development
- Strong theoretical background in Deep Learning, linear algebra, probability, and optimization
- Excellent Python and PyTorch skills
- Experience designing, training, evaluating, and optimizing Deep Learning models
- Proven ability to take algorithms from research to practical implementation
- Independent, research-oriented, with strong problem-solving skills
Nice to have
- Experience with Anomaly Detection, Image Retrieval, Self-Supervised Learning, or Representation Learning
- Experience in semiconductor, industrial, or medical imaging
- Publications at leading conferences such as CVPR, ICCV, NeurIPS, or ICML
- Experience with C++ / CUDA and model optimization
- Experience with Vision-Language Models (VLMs)
- Experience bringing research algorithms into production
We offer
- Work on cutting-edge AI and Computer Vision technologies, alongside an experienced research team
- Combining a startup environment with the stability of a global semiconductor company