Robotics-Vision Research Engineer

Oxford Global Resources
Zaventem, Belgium
4 days ago

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Junior

Job location

Zaventem, Belgium

Tech stack

3D Rendering
Amazon Web Services (AWS)
Computer Vision
Azure
C++
Software Debugging
Linux
Python
OpenCV
Robotic Automation Software
High Performance Computing
PyTorch
GIT
Gaussian
Information Technology
Docker
Programming Languages

Job description

  • Integrate existing algorithms into a demonstrator using a real robot, including testing and optimization.
  • Support researchers by identifying and testing algorithms from the literature.
  • Implement algorithms in Python and maintain the current code repository. Prepare the code for releases. Liaise with colleagues globally for handover of the code.
  • Create and support demonstrations using actual robots and prepare field tests. Ready to travel for field tests and evaluations in a real-world setting.
  • Report findings at regular project meetings and prepare findings for publication.

Requirements

Do you have experience in Unity?, Do you have a Master's degree?, We are looking for a talented and curious individual that holds a Master level degree in robotics, engineering related field with practical robot experience and with a strong interest in research. The mission is to support the team of researchers in bringing algorithms to a service robot, test scenarios, analyze results, and propose new solutions. If you are a team player who thrives on responsibility, possesses strong robotics/vision skills, and has a deep understanding of vision and robotic foundation models, then you are the right person for this challenge., * MSc level in in computer science, engineering, physics or mathematics.

  • Research experience and mindset.
  • Hands-on mindset, practical and pragmatic for real-world problem solving.
  • Self-motivation, be able to work under pressure, be able to manage multiple tasks effectively, and eager to learn
  • Experience 1-3 years, * Experience in integrating perception and control algorithms into robotic systems for real-world testing and demonstrations
  • Motion control algorithms with reinforcement/imitation learning
  • Operating and debugging ROS1 based robots. Knowledge of ROS2 and integration of new sensors into an existing platform are a plus.
  • Knowledge of the current state of the art in perception and robot navigation algorithms.
  • Perception using computer vision methods and vision foundation models.
  • Experience with physics simulation environments for training and evaluation of robotic policies.
  • Foundation models (knowledge in large vision models, multi-modal models)

Technical Skills

  • Programming languages: Python, C/C++
  • Proficient in OpenCV, PyTorch, TorchVision
  • Proficient in Linux environment, Docker, Git and HPC experience, preferable AWS and Azure
  • Proficient in simulation environment, e.g., Gazebo, PyBullet, Genesis, NVIDIA Omniverse, Unity
  • Experience with ROS1 and ROS2 frameworks
  • Optional: experience in Gaussian Splatting and 3D rendering methods

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