Senior Data Engineer
4 weeks ago
About Oxa
Oxa is a pioneering tech company enabling the transition to self-driving vehicles. Our focus is on the autonomous shuttling of goods and people, leveraging our expertise in AI, machine learning, and robotics.
Our Mission
We aim to revolutionize transportation by creating safe, efficient, and explainable AI approaches. Our technology is being deployed across the UK and the US, partnering with operators, vehicle OEMs, and equipment makers globally.
Your Role
As our Senior Data Engineer, you will be responsible for creating and curating datasets for training and evaluating our ML planner components. You will build effective data analysis tools, work across ML model development and evaluation, and drive improvements to product quality, customer experience, and maintainability.
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 our Metadriver platform to generate synthetic data and train effective driving policies.
- Build cloud tooling and infrastructure in support of experimentation, evaluation, and deployment workflows.
- Collaborate with team members and colleagues to create an environment that supports mutual understanding and collaboration.
Requirements
To succeed in this role, you will need:
- A 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, and 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.
Why Oxa?
Our team is world-class, solving the most exciting technological challenges of our times. We value uniqueness, skill, and experience, and we celebrate our diversity and multicultural nature. If you are bold, creative, and highly skilled, come and create the future of autonomy with us at Oxa.
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