Beschreibung

As a Senior AI Research Scientist in Vision-guided robotics, you will lead the development of innovative deep learning algorithms that enable robots to handle complex tasks. This role involves collaborating with a diverse team to translate advanced concepts into practical solutions for industrial applications.

Anforderungen

• •PhD in Computer Science, Robotics, or related field
• •3 years of experience in applied research
• •Proficiency in programming with Python and C++
• •Experience with deep learning frameworks
• •Experience developing algorithms for vision-based manipulation
• •Publication record in top-tier robotics or AI conferences
• •Experience with reinforcement learning or imitation learning
• •Familiarity with physics simulators
• •Experience integrating tactile sensors with visual perception systems
• •Experience in Learning from Demonstrations
• •Background in sim-to-real transfer techniques
• •Experience with transformer-based architectures
• •Experience deploying machine learning models on edge compute hardware

Aufgaben

• •Research and develop deep learning architectures for visual perception and sensorimotor control
• •Design algorithms for precise manipulation of complex or deformable objects
• •Collaborate with software engineers to optimize research prototypes for robotic hardware
• •Evaluate model performance in simulation and real-world environments
• •Identify applications of advancements in computer vision and robot learning for industrial problems
• •Mentor junior researchers and guide the manipulation research roadmap

Tools & Technologien