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Senior Data Engineer

2 months ago

Toronto, Ontario, Canada Oxa Full time
About Oxa

Oxa is a pioneering company that's revolutionizing the transportation industry by enabling the transition to self-driving vehicles. Our initial focus is on the most commercially advanced sector: autonomous shuttling of goods and people. We're home to some of the world's leading experts on autonomous vehicles, creating innovative solutions like Oxa Driver, Oxa MetaDriver, and Oxa Hub.

Our technology is being deployed across the UK and the US, and we're partnering with a fast-growing ecosystem of operators, vehicle OEMs, and equipment makers serving autonomous transportation globally. Based in Oxford, with offices in Canada and the US, Oxa was founded in 2014 and is growing rapidly.

Your Role

As our Senior Data Engineer (Reasoning ML), you'll be responsible for creating and curating datasets for training and evaluating our ML planner components. You'll build effective data analysis tools and work across ML model development and evaluation to achieve desired AV driving behaviors. You'll also participate in operational support for your team, ensuring the root causes of operational issues are identified and resolved.

Key Responsibilities
  • Develop and deploy state-of-the-art data pipelines for our machine learning models.
  • Design and implement metrics for model validation and continuous monitoring in production.
  • Leverage the Oxa Metadriver platform to generate synthetic data and train effective and robust driving policies.
  • Build cloud tooling and infrastructure in support of experimentation, evaluation, and deployment workflows.
  • Engage with team members and colleagues to create an environment that supports collaboration and mutual understanding.
Requirements
  • Degree in Computer Science, Mathematics, or a related field.
  • 3+ years of professional experience developing behavioral machine learning technologies for autonomous vehicles or robotics.
  • Experience with production ML pipelines: data creation and curation, training frameworks, evaluation pipelines.
  • Fluency in Python and experience with data analysis libraries and packages.
  • Proven record of leading and delivering projects as part of a team.
  • Effective technical communication and leadership skills.
What We Offer
  • Competitive salary, benchmarked against the market and reviewed annually.
  • Hybrid working arrangements.
  • Life Insurance.
  • AD&D Insurance.
  • Long Term Disability Insurance.
  • Critical Illness Cover.
  • Extended Health Care.
  • Dental Cover.
  • Health Spending Account.
  • Personal Spending Account.
  • Employee Assistance Program.