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- 176 400 $ – 264 600 $
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Senior Software Engineer, Routing
Отличная вакансия в топовой технологической компании с высокой прозрачностью по зарплате и интересными инженерными задачами. Работа на стыке AI, робототехники и высоконагруженного бэкенда.
Сложность вакансии
Высокая сложность обусловлена необходимостью глубоких знаний C++, алгоритмов на графах и опыта работы с высоконагруженными системами в реальном времени. Дополнительную сложность добавляет специфика робототехники и машинного обучения.
Анализ зарплаты
Предлагаемый диапазон ($176k - $265k) полностью соответствует и даже немного превышает рыночные стандарты для Senior-разработчиков в Кремниевой долине, где медиана составляет около $210k-230k. Дополнительные бонусы и опционы делают предложение крайне конкурентоспособным.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Software Engineer position within the Routing Team at Nuro. With over five years of experience in building high-performance backend systems and a deep proficiency in C++, I am drawn to Nuro’s mission of making autonomy accessible through scalable, AI-driven technology. My background in optimizing complex algorithms and working with large-scale graph data structures aligns perfectly with your team's focus on refining routing engines and delivering accurate ETAs.
In my previous roles, I have successfully designed microservices and managed diverse storage technologies, from PostgreSQL to BigTable, while ensuring seamless integration via gRPC and Kafka. I am particularly excited about the opportunity to apply my experience in ML model inferencing and cloud infrastructure to enhance the Nuro Driver™. I thrive in cross-functional environments and look forward to collaborating with your product and strategy teams to build magical user experiences that prioritize safety and efficiency.
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Описание вакансии
Who We Are
Nuro is a self-driving technology company on a mission to make autonomy accessible to all. Founded in 2016, Nuro is building the world’s most scalable driver, combining cutting-edge AI with automotive-grade hardware. Nuro licenses its core technology, the Nuro Driver™, to support a wide range of applications, from robotaxis and commercial fleets to personally owned vehicles. With technology proven over years of self-driving deployments, Nuro gives the automakers and mobility platforms a clear path to AVs at commercial scale, empowering a safer, richer, and more connected future.
About the RoleThe Routing Team crafts vital services that ensure Nuro Driver™ reaches destinations safely and efficiently. We continuously refine our routing engine to calculate more efficient routes, deliver highly accurate ETAs, and manage scalable traffic for every journey, adapting as our business / geolocation expands and mapping infrastructure evolves.
About the Work
- You will work on building and scaling both the backend systems and onboard modules for the Routing team. This includes everything from designing microservices, optimizing our routing algorithms, understanding road network graphs, building monitoring and analytics infrastructure, optimizing our deployment pipeline, and more.
- You will work with product, strategy, and operations teams to design and build new, magical user experiences, and define our product strategy and roadmap.
About You
- Technical excellence.
+ You have at least 3-5 years of building and scaling realtime server-side applications.
+ You have worked on large-scale complex algorithm problems, and know how to balance correctness and performance.
+ You are proficient in C++ programming
+ You know how to choose the right storage technology for the job. You have experience with a wide-range of databases, including relational (PostgreSQL, MySQL), non-relational (BigTable, Cassandra, Redis, etc), and data warehouses (BigQuery, Snowflake, etc).
+ You know your way around RPC frameworks (gRPC, Thrift) and pubsub systems (Kafka, Cloud PubSub, Celery, etc).
+ Experience in training and inferencing ML models.
+ You have extensive experience working with cloud providers (GCP, AWS, etc).
+ You have experience working with Docker & Kubernetes, or are willing to learn.
- You have a wide-range of technical skills, you love learning new technologies and you’re a quick learner.
- You have a passion for making lives easier for developers. You love working on tooling that will help engineers more easily troubleshoot, debug, and profile their applications.
- You have the knack for making the right tradeoffs. You know when it makes sense to take the quick-and-dirty vs the scalable approach. You can move fluently between the two.
- You care about users. You like to work closely with product and design to build the best product for our consumers.
- You are a great communicator, and you regularly chat with PMs, UXRs, other engineers, and cross-functional stakeholders on product requirements and designs.
- You are impact-driven. You care deeply that your work makes a significant impact on the lives of millions of people.
Bonus Points
- Experience with routing algorithms
- Experience with map data and graph data structures
- Experience with robotics
- Experience with ETA modeling
At Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected base pay range is between $176,400 and $264,600 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.
At 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. #LI-DNP
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Навыки
- C++
- PostgreSQL
- MySQL
- BigTable
- Cassandra
- Redis
- BigQuery
- Snowflake
- gRPC
- Thrift
- Kafka
- Cloud PubSub
- Celery
- Docker
- Kubernetes
- GCP
- AWS
- Algorithms
- Machine Learning
Возможные вопросы на собеседовании
Позиция требует работы с дорожными сетями и алгоритмами маршрутизации.
Как бы вы оптимизировали алгоритм поиска кратчайшего пути (например, A*) для работы с графом дорожной сети размером в целый мегаполис в реальном времени?
В описании указано использование gRPC и Kafka.
Опишите ваш опыт проектирования распределенных систем: как вы обеспечиваете консистентность данных и низкую задержку при взаимодействии микросервисов через gRPC?
Вакансия предполагает работу с различными типами БД (SQL, NoSQL, Data Warehouses).
В каких случаях для хранения данных о трафике вы выберете Redis, а в каких — BigTable или PostgreSQL? Обоснуйте выбор с точки зрения производительности.
Nuro ищет инженеров, умеющих балансировать между скоростью и качеством.
Расскажите о ситуации, когда вам пришлось выбирать между быстрым 'dirty' решением и долгосрочной масштабируемой архитектурой. Чем вы руководствовались?
Упоминается работа с ML моделями для ETA.
Какие ключевые метрики и подходы вы бы использовали для мониторинга производительности ML-модели прогнозирования времени прибытия (ETA) в продакшене?
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- Страна
- США
- Зарплата
- 176 400 $ – 264 600 $