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flyzipline
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США
Зарплата
200 000 $ – 265 000 $
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SeniorВ офисеПолная занятость

Senior or Staff Autonomy Software Engineer, Differential GNSS

Оценка ИИ

Zipline — лидер индустрии с благородной миссией и уникальными инженерными задачами. Высокая зарплата, работа с передовым стеком (Rust) и реальное влияние продукта на жизни людей делают вакансию исключительно привлекательной.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует глубоких знаний в узкоспециализированных областях: GNSS RTK, фильтрация состояний и нелинейная оптимизация, а также владения Rust или C++. Высокая ответственность за безопасность полетов в реальных условиях значительно повышает планку.

Анализ зарплаты

Медиана225 000 $
Рынок190 000 $ – 280 000 $
Оценка ИИ

Предлагаемая зарплата ($200k - $265k) находится на верхнем пределе рыночных значений для Senior/Staff инженеров в области робототехники в районе залива Сан-Франциско. Это отражает высокую сложность задач и дефицит специалистов по GNSS/State Estimation.

Сопроводительное письмо

I am writing to express my strong interest in the Senior/Staff Autonomy Software Engineer position at Zipline. With a deep background in state estimation and GNSS RTK technologies, I have long admired Zipline’s mission to provide equal access to essential goods through pioneering autonomous logistics. My experience in fusing raw GNSS measurements with IMU and vision data aligns perfectly with your goal of building robust navigation systems that operate reliably in diverse global environments without HD maps.

In my previous roles, I have focused on developing high-performance software in compiled languages and implementing non-linear optimization techniques for complex robotic systems. I am particularly excited about Zipline's use of Rust for safety-critical applications and your focus on data-driven iteration from real-world flight missions. I am confident that my technical expertise in probabilistic filtering and sensor modeling will allow me to contribute immediately to the reliability and precision of your autonomous fleet.

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Присоединяйтесь к Zipline, чтобы создавать автономные системы будущего и спасать жизни по всему миру!

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 You and the Role

If you enjoy dissecting the raw measurements from your GNSS receiver, fusing them with IMU, camera, and ground-station data, and feeding everything into a highly robust state estimator, this role would be a perfect opportunity for you to experiment and show your talent. 

Our vehicles operate all around the globe, and must be able to complete their missions reliably in the face of all weather conditions, and even in the event of sensor failures. We need to build a system that handles a wide variety of geographic environments and operates without high-definition maps. We strive to continuously improve our systems so that we never encounter the same problem twice.

You will be expected to stretch your skills and to experiment with new approaches to filtering and measurement. You will design systems to gather data from every mission, so that you can confirm things are working as expected–or so that we can reproduce and fix the problem if not.

What You'll Do

  • Extract the maximum value from the observations of our GNSS hardware: integrating all the data available from our ground station network when available, but also building robust systems which handle extended communications outages without a large amount of drift.
  • Design systems which deal with intermittent GNSS availability, ensuring our vehicle can make use of both GNSS and vision data, while handling failures in either one at any time.
  • Perform trade studies to understand the value of new sensors or processing approaches to vehicle performance and reliability.
  • Analyze the performance of systems both in simulation and using data from vehicles operating in the field to find under-performing facets of the system, and devise solutions which bring them up to speed.
  • Participate in code review with a strong and capable team of engineers building highly reliable software in the Rust programming language.

What You'll Bring

  • A degree in physics or an engineering discipline.
  • Experience with state estimation, probabilistic filtering, GNSS RTK and raw measurements, IMU data, sensor modeling and simulation.
  • Understanding of calculus, linear algebra, non-linear optimization, and computational numerical methods.
  • Experience in building high performance software systems using compiled languages (C/C++/Rust/Ada/etc.).
  • The capability to solve complex problems with little supervision as part of an integrated team.
  • Excellent communication skills, both written and verbal.

What Else You Need to Know

The starting cash range for this role is $200,000 - $265,000; please note that this is a target, starting cash range for a candidate who meets the minimum qualifications for this role. We are always open to negotiation. 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

  • Rust
  • C++
  • GNSS
  • RTK
  • IMU
  • State Estimation
  • Kalman Filter
  • Optimization
  • Linear Algebra
  • Sensor Fusion
  • Computer Vision

Возможные вопросы на собеседовании

Проверка понимания фундаментальных алгоритмов навигации.

Как вы подходите к обработке пропусков в данных GNSS и минимизации дрейфа при использовании только IMU и визуальной одометрии?

Оценка опыта работы с конкретными технологиями точности позиционирования.

Опишите ваш опыт реализации алгоритмов RTK или PPP: с какими основными проблемами многолучевости вы сталкивались в городской среде?

Проверка навыков системного программирования.

Почему Rust является хорошим (или плохим) выбором для систем реального времени в авионике по сравнению с C++?

Оценка способности работать с неопределенностью.

Как вы валидируете работу фильтра Калмана или другого оценщика состояния, если истинные данные (ground truth) недоступны или зашумлены?

Проверка инженерного мышления.

Как бы вы спроектировали систему, которая должна автоматически переключаться между различными источниками позиционирования при отказе одного из датчиков?

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flyzipline
Страна
США
Зарплата
200 000 $ – 265 000 $