Senior Data Engineer (Reasoning ML)

Oxa is enabling the transition to self-driving vehicles through an initial focus on the most commercially advanced sector; the autonomous shuttling of goods and people.
Data
Senior Software Engineer
Hybrid
101 - 500 Employees
3+ years of experience

Description For Senior Data Engineer (Reasoning ML)

Oxa is a leading company in autonomous vehicle technology, focusing on self-driving functionality for shuttling goods and people. As a Senior Data Engineer (Reasoning ML) at Oxa, you'll join a team of computer science and robotics experts working on advanced on-vehicle reasoning capabilities.

Your responsibilities will include:

  • Creating and curating datasets for training and evaluating ML planner components
  • Building effective data analysis tools
  • Working on ML model development and evaluation
  • Developing and deploying state-of-the-art data pipelines for machine learning models
  • Designing and implementing metrics for model validation and continuous monitoring
  • Leveraging the Oxa Metadriver™ platform for synthetic data generation and training
  • Building cloud tooling and infrastructure for experimentation, evaluation, and deployment workflows
  • Collaborating with team members across the business
  • Contributing to hiring, onboarding, and mentoring junior engineers

Requirements:

  • Degree in Computer Science, Mathematics, or related field
  • 3+ years of relevant professional experience
  • Experience with production ML pipelines
  • Fluency in Python and data analysis libraries
  • Proven record of leading and delivering projects
  • Effective technical communication and leadership skills

Oxa offers a competitive salary, hybrid working arrangements, and comprehensive benefits including life insurance, health care, and dental coverage. The company promotes an open and inclusive culture and is committed to diversity and equal opportunity.

Join Oxa to be part of a world-class team solving exciting technological challenges in autonomous vehicle technology. If you're bold, creative, and highly skilled, you'll have the opportunity to create the future of autonomy with a rapidly growing company that has already attracted $225 million in funding.

Last updated 9 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 and mutual understanding
  • 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 relevant professional experience in industry or academia
  • 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
Vision 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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