- Страна
- США
- Зарплата
- 225 000 $ – 275 000 $
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Senior Manager, Data Platform & Autonomy Infrastructure
Исключительная вакансия в компании-лидере рынка автономной доставки с реальным социальным вкладом. Высокая зарплата, работа с передовыми технологиями и возможность влиять на глобальную инфраструктуру делают эту роль очень привлекательной для топ-менеджеров.
Сложность вакансии
Высокая сложность обусловлена необходимостью совмещать глубокие технические знания в области робототехники и Big Data с управленческим опытом уровня Senior Manager. Работа с критически важными для безопасности данными в масштабе миллиона полетов в день требует исключительной ответственности.
Анализ зарплаты
Предлагаемый диапазон $225k - $275k соответствует рыночным стандартам для позиций Senior Manager в области инфраструктуры данных в районе залива Сан-Франциско, хотя для топовых технологических компаний верхняя планка может быть выше за счет бонусов.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Manager, Data Platform & Autonomy Infrastructure position at Zipline. With over a decade of experience in building large-scale data infrastructure and leading high-performing engineering teams, I have followed Zipline’s mission to provide equitable access to essential goods with great admiration. My background in developing robust data pipelines for safety-critical systems aligns perfectly with your goal of scaling to over one million flights per day.
In my previous roles, I have successfully navigated the complexities of onboard logging, ingestion, and post-processing for autonomous systems, balancing the trade-offs between data retention and operational costs. I am particularly drawn to Zipline’s 'first principles' approach and the challenge of closing the loop between real-world flight data and autonomy development. I am confident that my technical leadership can help Zipline continue to redefine logistics and save lives through reliable, data-driven autonomy.
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Присоединяйтесь к Zipline, чтобы создавать инфраструктуру данных для крупнейшей в мире сети автономной доставки!
Описание вакансии
About Zipline
Zipline is the world’s largest and most experienced drone delivery service. We are on a mission to serve all humans equally by ensuring access to food, medicine and essential goods anytime, anywhere. We design, build, and operate the world’s largest autonomous logistics system, delivering critical supplies quickly and reliably. Today, Zipline operates on four continents, makes a delivery somewhere in the world every 30 seconds, and has completed millions of deliveries to date, including blood, vaccines, medical supplies, food, and retail products.
Our customers include the world’s largest and most prominent healthcare systems, governments, retailers, restaurants and global businesses who rely on us to save lives, reduce emissions, increase economic opportunity, and provide delivery from point A to point B as fast as possible. The drone is only 15% of what we’ve built to enable seamless, reliable, global operations.
Our system strengthens supply chains, reduces congestion, and gives people time back. With more than 140 million commercial autonomous miles safely flown, Zipline is redefining access to healthcare, consumer products, and food across the globe.
We operate at a global scale and are looking for practical problem solvers who thrive on real-world challenges and rapid growth. Our team is motivated by building systems that have a direct, meaningful impact on people’s lives and by scaling the future of logistics. We are seeking people who sculpt from first principles, enjoy facing adversity, and can do the impossible at record breaking speeds.
About the Role
Zipline is hiring a Senior Manager, Data Platform & Autonomy Infrastructure to lead the teams and systems that turn real-world flight data into learning and action.
This role owns the end-to-end data platform for autonomy and operations—from onboard logging and ingestion, to postprocessing, sampling, and curated datasets used by autonomy, hardware, operations, and business teams.
You will set technical direction, build and lead the organization, and ensure these systems operate reliably at >1 million flights per day with high uptime. This role is a strong fit for leaders who have built large-scale robotics or autonomy data systems in production environments.
This role is in person and based in the San Francisco Bay Area.
What You’ll Do
Set Technical Direction
- Define the long-term strategy and roadmap for Zipline’s data, autonomy, and ML-enabling infrastructure
- Establish architectural standards across logging, ingestion, processing, storage, access/visualization, and ML training and evaluation
- Balance reliability, performance, cost, and developer productivity across the platform
- Support a diverse set of internal customers, including hardware teams, autonomy/software teams, and analytics/business teams
Enable Debugging, Learning, and Scale
- Support rapid root-cause analysis across autonomy, hardware, and operations
- Partner with autonomy and validation teams to close the loop between real-world data and development
- Design systems that scale beyond 1 million flights per day without linear growth in cost or operational complexity
Own Autonomy Data, Logging, and Sampling
- Set direction and accountability for onboard and offboard data logging systems
- Make principled decisions about what data to collect, retain, and prioritize under bandwidth, storage, and cost constraints
- Lead development of tooling to identify rare, novel, and safety-relevant scenarios from large-scale flight data
- Define sampling strategies that maximize signal for autonomy evaluation, simulation, and ML training
Build ML Infrastructure Foundations
- Build and operate infrastructure that supports reproducible training and evaluation for autonomy ML workflows
- Enable scalable pipelines for dataset generation, experiment tracking, and offline evaluation
- Establish strong reliability, observability, and operational practices for ML data flows and evaluation runs
What You’ll Bring
- 10+ years of experience building large-scale data, infrastructure, or autonomy-adjacent systems
- Experience leading senior engineers or multiple teams
- Strong background in robotics, autonomy, logistics, or other data-intensive physical systems
- Deep understanding of logging, ingestion, processing, and data platform architecture
- Experience working in environments where data is safety-critical, expensive, and operationally constrained
- Strong communication skills and sound technical judgment
Why This Role Matters
This role owns how Zipline learns from the real world.
The Senior Manager, Data Platform & Autonomy Infrastructure builds the systems that turn millions of flights into faster autonomy improvement, safer operations, and a scalable, profitable business.
If you want to work on data systems at the intersection of robotics, autonomy, and real-world impact—this is a rare opportunity.
What Else You Need to Know
The starting cash range for this role is $225,000 - $275,000. Please note that this is a target, starting cash range for a candidate who meets the minimum qualifications for this role. The final cash pay for this role will depend on a variety of factors, including a specific candidate's experience, qualifications, skills, working location, and projected impact. The total compensation package for this role may also include: equity compensation; discretionary annual or performance bonuses; sales incentives; benefits such as medical, dental and vision insurance; paid time off; and more.
Zipline is an equal opportunity employer and prohibits discrimination and harassment of any type without regard to race, color, ancestry, national origin, religion or religious creed, mental or physical disability, medical condition, genetic information, sex (including pregnancy, childbirth, and related medical conditions), sexual orientation, gender identity, gender expression, age, marital status, military or veteran status, citizenship, or other characteristics protected by state, federal or local law or our other policies.
We value diversity at Zipline and welcome applications from those who are traditionally underrepresented in tech. If you like the sound of this position but are not sure if you are the perfect fit, please apply!
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Навыки
- Data Platform
- Infrastructure
- Machine Learning
- Robotics
- Autonomy
- Data Ingestion
- Data Processing
- ML Infrastructure
- Scalability
- Technical Leadership
Возможные вопросы на собеседовании
Учитывая масштаб в 1 млн полетов, важно понять, как кандидат будет оптимизировать расходы на хранение и передачу данных.
Как бы вы спроектировали стратегию сэмплирования данных для автономных дронов, чтобы минимизировать затраты на облачное хранилище, не теряя при этом критически важные пограничные случаи (edge cases)?
Роль требует управления несколькими командами и взаимодействия с разными отделами.
Опишите ваш опыт управления кросс-функциональными командами (Data, ML, Hardware). Как вы разрешаете конфликты приоритетов между ними?
Zipline работает с физическими устройствами, где данные могут быть повреждены или потеряны.
Какие архитектурные решения вы считаете наиболее эффективными для обеспечения целостности данных при передаче с борта дрона в наземную инфраструктуру в условиях нестабильной связи?
Вакансия подразумевает создание платформы для обучения ML.
Как вы обеспечиваете воспроизводимость экспериментов ML и версионирование наборов данных в масштабах петабайт?
Zipline ценит подход 'first principles'.
Приведите пример сложной технической проблемы, которую вы решили, используя подход 'от первого принципа' (first principles), а не следуя общепринятым отраслевым стандартам.
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- Страна
- США
- Зарплата
- 225 000 $ – 275 000 $