Machine Learning Engineer

Over deze job

OTIV is a startup aiming to facilitate the modal shift from cars to public transport in major cities. To achieve that goal we are implementing hardware and corresponding software into current infrastructures to make vehicles on rails safer, more reliable and ready for future needs. We are looking for colleagues to join our young startup company to change the world and work on cutting-edge assistant systems and full self-driving technology!

Wat zal je doen?

• Improve our perception and control models using cutting edge deep neural networks
• Work with large datasets. Preprocessing and improving datasets for better accuracy of our current models
• Solve different computer vision, control and data problems using Deep Learning techniques
• Collaborate with other top engineers to create safety critical components for our perception and control modules
• Implement algorithms that will run in railway vehicles around the world

Wie je bent

Qualifications

• Proficient in Dutch or English
• You have a deep understanding of computer science, software design, machine learning and/or deep learning
• Master or PhD in Machine Learning, Computer Science, Robotics, similar technical field of study, or equivalent practical experience
• 2 - 4 years work experience in one of these fields
• Experience in most of the following fields, languages and frameworks:
  • Python
  • PyTorch
  • OpenCV
  • Data (pre/post)processing
  • Unix based OS / Terminal Commands
  • Version control (git)
• Experience in one or more of the following fields, languages and frameworks is a plus:
  • C/C++
  • AWS
  • Docker
  • TensorRT
  • CUDA
  • NVIDIA Deepstream
• Build robust solutions to cutting-edge driving problems
• Implement algorithms that will run in trams around the world

Bonus qualifications

• Background and experience in data structures and advanced algorithms
• Experience in at least one of: robotics research in motion planning and control (e.g., trajectory optimization, planning under uncertainty, probabilistic robotics, optimal control, guidance, navigation and control, etc.), data analysis at scale
• Experience solving software problems using geometry and linear algebra
• Strong analytical background in control theory, vehicle modelling, mathematics
• Background in formal methods for software development and verification
• Strong software engineering skills for high integrity software/feature development

Wat we bieden

• Office in Ghent (Belgium)
• Competitive salary & benefits according to the job requirements
• International environment with amazing and supportive colleagues
• An open-minded environment where we encourage people to give constructive criticism to make everyone better
• Work on cutting edge technology
• Work on challenging and extremely important problems, that will change mobility forever