Staff Software Engineer, ML Data Infrastructure Specialist
1 month ago
Nuro is revolutionizing the field of autonomous driving technology by taking a machine-learning-first approach. As a key member of our team, you will play a crucial role in advancing our systems by designing and developing a scalable and reliable data infrastructure.
This infrastructure will produce training and evaluation data from both on-road collected logs and simulation logs, ensuring the integrity and resilience of our data and associated data pipelines.
You will work closely with system engineers to thoroughly validate the autonomous driving system before its deployment, ensuring seamless integration and optimal performance.
Key Responsibilities:
- Design and develop unified, introspectable, large-scale batch and streaming data pipelines
- 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
- Develop and maintain continuous testing and monitoring systems to guarantee data integrity and resilience
- Develop data mining tools with applied ML techniques to support data discovery needs from Autonomy
- Develop data annotation tools to support first-party and third-party labeling workforce
About You
We are looking for a highly skilled and experienced software engineer with a strong background in machine learning and data infrastructure. You should have a degree in Computer Science, Electrical Engineering, or a closely related field, and at least 4 years of relevant work experience.
Requirements:
- Strong proficiency in Python or similar languages
- Experience working with large-scale data and building scalable & reliable systems/data pipelines
- Ability to understand and design complex systems
- Experience setting team or project product and technical vision, timelines, and prioritization
- Ability and willingness to deep dive into implementation, driving technical standards and best practices
Bonus Points:
- Strong proficiency in C++ or other high-performance low-level languages
- Strong knowledge of GCP, GCS, BigQuery, or PostgreSQL
- Knowledge of data engineering, and its tooling and best practices
- Knowledge of batch and streaming data processing, warehousing, and analytics solutions
What We Offer
Nuro offers a competitive salary, annual performance bonus, equity, and a comprehensive benefits package. We celebrate differences and are committed to a diverse workplace that fosters inclusion and psychological safety for all employees.
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