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, a rapidly growing company with over 350 employees, is at the forefront of autonomous vehicle technology. Founded in 2014 and based in Oxford with offices in Canada and the U.S., the company has raised $225 million from investors, including a $140 million Series C round in 2023. They're seeking a Senior Data Engineer to join their Reasoning ML team, focusing on developing autonomous vehicle capabilities.

The role involves creating and managing datasets for training and evaluating ML planner components in their autonomous driving systems. You'll be working with state-of-the-art data pipelines, implementing validation metrics, and leveraging synthetic data generation through their Oxa Metadriver platform. The position requires strong expertise in Python, machine learning, and autonomous vehicle technologies.

As part of a world-class team of engineers and AI experts, you'll contribute to solving crucial technological challenges in autonomous driving. The company offers a comprehensive benefits package and promotes an inclusive culture where diversity is celebrated. This is an excellent opportunity for someone passionate about autonomous vehicles and machine learning to make a significant impact in a rapidly evolving field.

The ideal candidate will have 3+ years of experience in behavioral ML for autonomous vehicles or robotics, strong Python skills, and a deep understanding of ML pipelines. They value both technical expertise and leadership abilities, making this role perfect for someone ready to take on technical challenges while mentoring junior team members.

Last updated 19 days ago

Responsibilities For Senior Data Engineer (Reasoning ML)

  • Develop and deploy state of the art data pipelines for machine learning models
  • Design and implement metrics for model validation and continuous monitoring in production
  • Leverage Oxa Metadriver platform to generate synthetic data and train driving policies
  • Build cloud tooling and infrastructure for experimentation, evaluation and deployment workflows
  • Contribute to hiring and onboarding new team members, including mentoring junior engineers

Requirements For Senior Data Engineer (Reasoning ML)

Python
  • Degree in Computer Science, Mathematics or related field
  • 3+ years of professional experience developing behavioral machine learning technologies for autonomous vehicles or robotics
  • Experience with production ML pipelines: data creation, curation, training frameworks, evaluation pipelines
  • Fluency in Python and experience with data analysis libraries
  • 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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