Senior Data Engineer

7 days 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.

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.

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.
  • Contribute to hiring and onboarding new team members, including mentoring and developing junior engineers.
Requirements

To succeed in this role, you'll need:

  • A 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.
  • An appreciation for the role of safety, security, and ethics in AI.
What We Offer

We provide a competitive salary, benchmarked against the market and reviewed annually. You'll also enjoy 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, and employee assistance program.

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 organization, and 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.

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