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

Senior Research Engineer (Scenario Expansion) Oxa
Computer EngineeringSoftware DevelopmentBenchmarkingComputer SimulationsData ScienceMlopsMachine LearningPattern RecognitionPythonUnsupervised Learning
Senior (5-8 years) - Expert (9+ years)
OxfordUK


Unlocking the benefits of autonomy today with software and services that enable any vehicle, anywhere to be self-driving
375+ employees
Artificial Intelligence


Role


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

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Company


Company mission

Oxa is on a mission to unlock the benefits of self-driving technology for every person and organization on the planet. They are creating an environment that values diversity and encourages innovation to drive the advancement of autonomous vehicles and ensure safety, efficiency, and explainability of AI approaches.




Company benefits

  • Competitive salary
  • Company share programme
  • Hybrid and/or flexible work arrangements
  • Market leading private healthcare
  • Life assurance
  • Critical illness cover
  • Income protection
  • Health cash plan
  • Tech scheme
  • Cycle to work benefits
  • Pension plan
  • 25 days annual leave



Company values

  • Innovation
  • Diversity
  • Safety
  • Efficiency



Company HQ

Oxford
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