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Machine Learning Software Engineer

2 months ago

Oxford, Oxfordshire, United Kingdom Oxa Full time
About the Role

We are seeking a highly skilled and experienced C++ Software Engineer to join our Evaluators, Metrics and Tooling platform team at Oxa. As a Senior Software Engineer, you will be responsible for developing and maintaining high-quality processes and APIs to generate performance signals and combine them to create meaningful performance metrics.

Key Responsibilities
  • Develop and maintain high-quality processes and APIs to generate performance signals and combine them to create meaningful performance metrics
  • Build and own the necessary tools and the Planning evaluation framework
  • Contribute significantly to the engineering lifecycle, including scoping, design, implementation, testing, deployment and maintenance of your team's work
  • Verify and validate through on-road testing and scenario simulation
  • Leverage synthetic data from simulations to expand test situations
  • Manage CI / CD pipelines to monitor performance regressions
  • Collaboratively define processes and new metrics with other teams
  • Influence and assist with technical strategy, training and hiring ensuring alignment with the Stream's overall objectives
  • Interface with other teams to refine your knowledge of the autonomy stack and gain exposure to all aspects of the business
Requirements
  • Degree in Robotics or a related field (e.g., Computer Science, Engineering, Physics, etc.)
  • Solid foundational knowledge of Robotics technologies and how they operate
  • Extensive experience designing, developing and maintaining pipelines and tools to measure real-time engineering operations and processes
  • Strong analytical and problem-solving skills in performing statistical analysis, data modeling, and predictive analytics.
  • Professional experience in modern C++, including the STL and common testing frameworks
  • Fluency in Python for software development
  • Ability to develop high-quality APIs and code documentation
  • Deep understanding of software development methodologies, code reviews, version control systems (e.g., Git), and agile practices
  • Demonstrated leadership skills in collaborating cross-functionally and providing guidance to junior members
  • Excellent written and verbal communication skills, especially in articulating complex technical concepts across company stakeholders
Preferred Qualifications
  • Prior experience in verification and validation of on-road Motion Planning systems
  • Understanding of decision making, trajectory generation and control algorithms
  • Exposure to automotive testing and simulation frameworks (e.g., li>
  • Experience with databases (e.g., SQL)
  • Certification in cloud computing (e.g., GCP, AWS, Azure, etc.)
  • Ability to develop dashboard UIs for publishing performance (e.g., strong>
About Oxa

Oxa is a leading technology company that is enabling the transition to self-driving vehicles. We are home to some of the world's leading experts on autonomous vehicles, creating solutions such as Oxa Driver, equipping vehicles with full self-driving functionality; Oxa MetaDriver, using Generative AI to accelerate and assure the safety of deployments; and Oxa Hub, a set of cloud-based offerings for autonomous fleet management. Our technology is being deployed across the UK and the world.

We promote an open and inclusive culture that empowers our Oxbots to bring their whole, authentic selves to work every day. Our team of experts in computer science, AI, robotics and machine learning is world-class, and together they're solving the most exciting and important technological challenges of our times.