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Senior Data Engineer
1 month ago
Oxford, Oxfordshire, United Kingdom Oxford Nanopore Technologies Full timeAbout the RoleOxford Nanopore Technologies is a leading biotechnology company that is revolutionizing the field of genomics. We are headquartered in the UK and have a global presence with offices and partners across the world.Our company is at the forefront of developing innovative technologies that enable the analysis of any living thing, by anyone,...
Senior Data Engineer
2 months ago
Oxa is a pioneering technology company that is revolutionizing the transportation industry by enabling the transition to self-driving vehicles. Our initial focus is on the most commercially advanced sector, the autonomous shuttling of goods and people.
We are home to some of the world's leading experts on autonomous vehicles, creating innovative solutions such as Oxa Driver, Oxa MetaDriver, and Oxa Hub. Our technology is being deployed across the UK and the U.S, and we're partnering with a fast-growing ecosystem of operators, vehicle OEMs, and equipment makers serving autonomous transportation globally.
About the RoleWe are seeking a highly skilled Senior Data Engineer to join our team of computer science and robotics experts. As a Senior Data Engineer, you will be responsible for creating and curating the datasets for training and evaluating our ML planner components. You will build effective data analysis tools and work across ML model development and evaluation to achieve desired AV driving behaviours.
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 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.
- 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.
- Competitive salary, benchmarked against the market and reviewed annually.
- Company share programme.
- Hybrid and/or flexible work arrangements.
- An outstanding £3,000 flexible benefits package.
- Funded relocation support.
- Fully funded Visa sponsorship if required.
- A salary exchange pension plan.
- 25 days' annual leave plus bank holidays.
- A pet-friendly office environment.
- Safe assigned spaces for team members with individual and diverse needs.
