Remote Senior Research Engineer (Scenario Expansion) Job in Oxford, UK Oxa

Who you are

• A deep understanding of Reinforcement Learning
• Experience with Imitation Learning, Representation Learning, and Unsupervised Learning
• Experience with Machine Learning in a research environment
• Demonstrate proficiency in Python software development skills
• Machine Learning skills for data amplification and synthesis
• Solid software engineering design principles and up-to-date knowledge of Python best practices
• An ability to understand both technical and commercial requirements

Desirables

• Efficient benchmarking and validation of synthetic data
• Familiarity with GCP
• Experience in MLOps
• Experience with driving simulators, autonomous driving software, or traffic modeling

What the job involves

• Researching and developing state of the art pipelines for scenario synthesis, reinforcement learning, motion prediction, representation learning
• Contributing to tooling and processes for benchmarking, filtering, visualization, and comparison of synthetically generated driving scenarios
• Keeping up with the latest advances in Machine Learning research and applying relevant techniques to Oxa MetaDriver