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Senior Machine Learning Engineer

2 months ago

Oxford, Oxfordshire, United Kingdom Oxa Full time

About Oxa

Oxa is a leading technology company enabling the transition to self-driving vehicles through innovative solutions for autonomous shuttling of goods and people.

We are a team of experts in autonomous vehicles, creating cutting-edge technology such as Oxa Driver, Oxa MetaDriver, and Oxa Hub, which are being deployed across the UK and the U.S.

Our purpose is to change the way the Earth moves, through an uncompromising focus on safety, efficiency, and explainability of our AI approaches.

Your Team

You will join our Calibration team, where we develop advanced calibration algorithms to enable our world-class autonomous technology.

Your Role

  • Develop and introduce advanced Machine Learning algorithms to sensor calibration
  • Lead efforts in specific feature development and apply deep learning techniques to enhance sensor data calibration and fusion processes.
  • Conduct sensor calibration to ensure data accuracy and reliability.
  • Collaborate with cross-functional teams to gather requirements and deliver solutions that meet business needs.
  • Analyze and interpret complex data sets to drive algorithm improvements and performance enhancements.
  • Implement and test machine learning models and algorithms in real-world scenarios.
  • Guide colleagues to develop ML skills and capabilities across the team.

Requirements

What you will need to succeed:

  • Excellent ML knowledge and understanding specializing in sensor calibration
  • Good software development skills in Python
  • Ability to communicate complex technical matters to your managers and your peers
  • Ability to balance research against delivering tangible results
  • Familiarity with ML frameworks such as Pytorch and/or Tensorflow

Extra Kudos if you have:

  • Experience with robotics applications
  • Familiarity with Google Cloud
  • Experience with traditional computer vision techniques

Benefits

We provide:

    • Competitive salary, benchmarked against the market and reviewed annually
    • Hybrid and/or flexible work arrangements
    • An outstanding £2,000 flexible benefits including private medical insurance, critical illness coverage, life assurance, EAP, group income protection
    • A salary exchange pension plan
    • 25 days' annual leave plus bank holidays
    • A pet-friendly office environment
    • Safe assigned spaces for team members with individual and diverse needs

Our Culture

We promote an open and inclusive culture that empowers our team members to bring their whole, authentic selves to work every day. Oxa is proud to be an inclusive organisation and, as such, we require all team members within our recruitment process to understand and deploy best practices focused on de-biasing the whole recruitment cycle. We also apply a neuro-inclusive lens to our recruitment process and want each potential team member to enjoy the best experience possible for them.