Senior Software Engineer, ML Data Infrastructure

Nuro

United States

United States

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divh2Nuro Job Opportunity/h2pNuro exists to better everyday life through robotics. Founded in 2016, Nuro is a leading autonomous technology company with vehicles on road today in California and Texas. The companys core technology is the Nuro Driver, an integrated autonomous driving system consisting of state-of-the-art, AI-first software and custom-built sense and compute hardware. The first commercial application of the Nuro Driver is autonomous goods delivery with our custom, electric, zero-occupant vehicles in partnership with some of the most recognized brands in the world including Uber and FedEx./ph3About the Role/h3pNuro takes a machine-learning-first approach to autonomous driving technology. In an ML-first system, the overall system performance depends heavily on the quantity and diversity of its training and evaluation data./ppThe team plays a crucial role in the advancement of autonomous driving systems by creating a scalable and reliable data infrastructure. This infrastructure is designed to produce training and evaluation data derived from both on-road collected logs and simulation logs. Additionally, the team collaborates closely with system engineers to thoroughly validate the autonomous driving system before its deployment./ph3About the Work/h3ulliDesign 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./liliCreate and implement a storage system capable of accommodating both the large volume and diverse range of evaluation and performance metrics./liliConstruct 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./liliDevelop and maintain continuous testing and monitoring systems to guarantee the integrity and resilience of our data and associated data pipelines./liliDevelop data mining tools with applied ML techniques to support data discovery needs from Autonomy including Perception, Behavior, and Mapping/liliDevelop data annotation tools to support first-party and third-party labeling workforce to provide high fidelity perception, mapping, and driving trajectory labels/liliScale data annotation labels with applied State-of-the-art ML techniques/li/ulh3About You/h3ulliYou have a degree in BS, MS.c or Ph.D, plus 4 years of relevant work experience/liliStrong proficiency in Python or similar languages/lilistrongDomain experience:/strong Experience working with large-scale data and building scalable reliable systems/data pipelines; ability to understand and design complex systems/lilistrongEngineering leadership:/strong Experience setting team or project product and technical vision, timelines, and prioritization; being a Technical Lead, mentoring and support junior engineers/lilistrongTechnical excellence:/strong Ability and willingness to deep dive into implementation, driving technical standards and best practices across broader software organization/liliA bachelors degree in Computer Science, Electrical Engineering, or a closely related field/li/ulh3Bonus Points/h3ulliStrong proficiency in C++ or other high-performance low-level languages/liliStrong knowledge of GCP, GCS, BigQuery, or PostgreSQL/liliKnowledge of data engineering, and its tooling and best practices/liliKnowledge of batch and streaming data processing, warehousing, and analytics solutions/liliExperience working with large-scale distributed data systems/liliExperience with system framework design/liliExperience with data workflow orchestration platforms/li/ulpAt Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected pay range is between $167,200 and $250,800/year for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for an annual performance bonus, equity, and a competitive benefits package./ppAt Nuro, we celebrate differences and are committed to a diverse workplace that fosters inclusion and psychological safety for all employees. Nuro is proud to be an equal opportunity employer and expressly prohibits any form of workplace discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, veteran status, or any other legally protected characteristics./p/div

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