Senior Data Engineer (Reasoning ML)

Oxa enables transition to self-driving vehicles, focusing on autonomous shuttling of goods and people through solutions like Oxa Driver and MetaDriver.
Data
Senior Software Engineer
Hybrid
101 - 500 Employees
3+ years of experience
AI · Automotive

Description For Senior Data Engineer (Reasoning ML)

Oxa is at the forefront of autonomous vehicle technology, focusing on self-driving solutions for shuttling goods and people. Founded in 2014 and based in Oxford with offices in Canada and the U.S., the company has grown to over 350 employees ('Oxbots') and raised $225 million from investors, including a $140 million Series C round in 2023.

As a Senior Data Engineer (Reasoning ML), you'll join a team of computer science and robotics experts working on machine learning, data, and cloud infrastructure. You'll be responsible for creating and curating datasets for training and evaluating ML planner components, building data analysis tools, and working on ML model development and evaluation to achieve desired autonomous vehicle driving behaviors.

Key responsibilities include:

  • Leading development and deployment of state-of-the-art data pipelines for ML models
  • Designing and implementing metrics for model validation and production monitoring
  • Using Oxa Metadriver™ platform for synthetic data generation and training robust driving policies
  • Building cloud tooling and infrastructure for experimentation and deployment
  • Collaborating across teams and mentoring junior engineers

The company offers a competitive compensation package, hybrid working arrangements, and comprehensive benefits including health, dental, and life insurance. Oxa promotes an open, inclusive culture where diversity is celebrated and employees are encouraged to bring their authentic selves to work.

Join a world-class team of engineers, mathematicians, and AI experts solving cutting-edge technological challenges in autonomous vehicles. The company's mission is to change how the Earth moves through safe, efficient, and explainable AI approaches, making this an exciting opportunity to shape the future of autonomous transportation.

Last updated 2 months ago

Responsibilities For Senior Data Engineer (Reasoning ML)

  • Take a leading role within your team to 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 throughout the business to create an environment that supports collaboration
  • Contribute to hiring and onboarding new team members, including mentoring and developing junior engineers

Requirements For Senior Data Engineer (Reasoning ML)

Python
  • Degree in Computer Science, Mathematics or a related field
  • 3+ years of professional experience developing behavioural 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

Benefits For Senior Data Engineer (Reasoning ML)

Medical Insurance
Dental Insurance
  • Competitive salary
  • 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

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