The opportunity
Nuro believes self-driving vehicles are the most immediate and profound opportunity for AI to drive positive change in the physical world. Safer streets, more time for what matters, and easier access to the world around us, that’s why we’re building a universal autonomy…
What you'll do
Design and develop unified, introspectable, large-scale batch and streaming: data pipelines that can ingest and process data across a wide range of use cases relevant to evaluation.
Create and implement a storage system capable of accommodating both the large: volume and diverse range of evaluation and performance metrics.
Construct intuitive dashboards and reports to present evaluation results,: facilitating straightforward comparisons that highlight both improvements and regressions of the ML components and the overall system.
Develop and maintain continuous testing and monitoring systems to guarantee: the integrity and resilience of our data and associated data pipelines.
Develop data mining tools with applied ML techniques to support data: discovery needs from Autonomy including Perception, Behavior, and Mapping
Develop data annotation tools to support first-party and third-party labeling: workforce to provide high fidelity perception, mapping, and driving trajectory labels
What they're looking for
- Scale data annotation labels with applied State-of-the-art ML techniques
- You have a degree in BS, MS.c or Ph.D, plus 1+ years of relevant work experience
- Strong proficiency in Python or similar languages
- Domain experience: Experience working with large-scale data and building scalable & reliable systems/data pipelines; ability to understand and design complex systems
