Artificial Intelligence Researcher
Mentee Robotics · Herzliya
وصف الوظيفة
About the role
Join Mentee Robotics, now part of Mobileye, to develop AI for the MenteeBot – an AI‑first humanoid robot designed to work alongside people in everyday life, at work and at home.
Key responsibilities
- Design, implement, and train state‑of‑the‑art neural network architectures for robotic applications, including large multimodal and generative models.
- Architect and maintain scalable deep‑learning frameworks for training on massive real‑world robot datasets.
- Develop and apply techniques such as imitation learning, reinforcement learning, self‑supervised learning, and video‑based models.
- Own the full ML lifecycle: define data collection and labeling strategies, build high‑throughput data pipelines, and establish robust evaluation and deployment protocols.
- Collaborate with software, hardware, and controls teams to integrate and test models on physical robots.
Required profile
- Proven experience (M.S., Ph.D., or equivalent industry experience) in Computer Science, AI, or a related field.
- Strong software engineering skills, especially in Python, with a track record of solving complex engineering problems.
- Deep understanding of modern deep learning, including network architectures, loss functions, optimization, and transformers.
- Extensive hands‑on experience with PyTorch and training large‑scale models on big datasets.
- Ability to thrive in a fast‑paced, high‑impact environment where solutions require deep exploration.
Required skills
- Python
- PyTorch
- Deep learning and transformer architectures
- Large multimodal models (vision, language, sensor data)
- Imitation learning, reinforcement learning, self‑supervised learning
- Video‑based modeling
- High‑throughput data pipelines
Questions fréquentes
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Mentee Robotics
Herzliya