Senior Data Engineer
4 weeks ago
Your Role
As a Senior Data Engineer at Oxa Autonomy, you will be responsible for creating and curating high-quality datasets for training and evaluating our machine learning models. You will design and implement effective data analysis tools and work closely with the ML model development team to achieve desired autonomous vehicle behaviors.
You will:
- 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 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 collaboration and mutual understanding.
- Contribute to hiring and onboarding new team members, including mentoring and developing junior engineers.
Requirements
What you need to succeed:
- 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.
Benefits
We offer:
- Competitive salary, benchmarked against the market and reviewed annually.
- Company share program.
- 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.
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