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SeniorВ офисеПолная занятость

Sr. Data Engineer (Starlink Growth)

Оценка ИИ

Исключительная возможность работать в одной из самых инновационных компаний мира над глобальным проектом. Высокая зарплата дополняется акциями компании и отличным соцпакетом, хотя работа может быть очень интенсивной.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Высокая сложность обусловлена строгими требованиями ITAR (гражданство США или грин-карта), необходимостью глубоких знаний в статистике и физике, а также готовностью к сверхурочной работе в условиях быстрорастущего проекта.

Анализ зарплаты

Медиана175 000 $
Рынок145 000 $ – 210 000 $
Оценка ИИ

Предлагаемая зарплата ($160k - $225k) находится на верхней границе рыночного диапазона для Senior Data Engineer в штате Вашингтон. С учетом опционов и бонусов совокупный доход значительно превышает средние показатели по рынку.

Сопроводительное письмо

I am writing to express my strong interest in the Senior Data Engineer position within the Starlink Growth team. With over 8 years of experience in building robust data pipelines and implementing advanced statistical models, I have consistently demonstrated the ability to transform complex datasets into actionable business insights. My background in Python and SQL, combined with a deep understanding of machine learning algorithms, aligns perfectly with SpaceX's mission to optimize customer acquisition and monitor the health of the Starlink business.

Throughout my career, I have excelled in ill-defined problem spaces, developing geospatial visualizations and predictive models that drive growth. I am particularly drawn to this role because of the unique challenge of working with the world's largest satellite constellation. I am eager to bring my technical expertise and self-starter attitude to the Starlink Growth Analytics & Automation Team to help accelerate the global impact of your broadband internet system.

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Составьте идеальное письмо к вакансии с ИИ-агентом

Составьте идеальное письмо к вакансии с ИИ-агентом

Откликнитесь в spacex уже сейчас

Присоединяйтесь к команде SpaceX и создавайте будущее глобального интернета Starlink уже сегодня!

Описание вакансии

SpaceX was founded under the belief that a future where humanity is out exploring the stars is fundamentally more exciting than one where we are not. Today SpaceX is actively developing the technologies to make this possible, with the ultimate goal of enabling human life on Mars.

SR. DATA ENGINEER (STARLINK GROWTH)

At SpaceX, we are leveraging our experience in building rockets and spacecraft to deploy Starlink, the world’s most advanced broadband internet system. Starlink is the world’s largest satellite constellation and is providing fast, reliable internet to 8M+ users worldwide. We design, build, test, and operate all parts of the system – thousands of satellites, consumer receivers that allow users to connect within minutes of unboxing, and the software that brings it all together. We’ve only begun to scratch the surface of Starlink’s potential global impact and are looking for best-in-class engineers to rapidly accelerate our growth around the globe.

As a Sr. Data Engineer in the Starlink Growth Analytics & Automation Team, you will be responsible for developing the strategy, key metrics, tools, models, and processes for assessing the health of Starlink business. You will extract valuable insights from data across all business units and the Starlink network itself. You will work closely with technical and business teams to make customer acquisition as efficient as possible. You will bring in the latest and greatest machine learning and statistical technologies to turn data insights into action and autonomous applications.

RESPONSIBILITIES:

  • Build high-visibility, high-confidence, statistically-based dashboards and analytics tools to uncover new or breaking trends in customer growth or experience
  • Transform insights into action items for business and engineering teams, based on statistically-driven evidence
  • Develop and implement monitoring systems and strategies to quickly detect trends and regressions as they arise
  • Work closely with software and production teams to optimize user experience
  • Develop and validate models to forecast customer acquisition

BASIC QUALIFICATIONS:

  • Bachelor’s degree in computer science, physics, mathematics, statistics, or a STEM discipline
  • 5+ years of professional experience building solutions with Python and SQL
  • 5+ years of professional experience with statistical modeling and machine learning algorithms

PREFERRED SKILLS AND EXPERIENCE:

  • 8+ years of professional experience in analytics, data science, or machine learning
  • Experience building predictive models and machine learning pipelines (clustering analysis, anomaly detection, survival analysis, time series models)
  • Experience with data visualization skills, including experience in geospatial data representations
  • Excellent verbal and written communication skills
  • Experience with developing and deploying tools used for data analysis, machine learning, and statistical modeling
  • Demonstrated capability to parse technical subjects on a deep level
  • Demonstrated ability to jump into ill-defined problem spaces and drive positive outcomes
  • Self-starter attitude, energy, and the ability to communicate effectively across business and technical disciplines
  • Experience designing and utilizing relational database (SQL)
  • Background in statistics or computational physics

ADDITIONAL REQUIREMENTS:

  • Must be willing to work extended hours and weekends as needed

COMPENSATION AND BENEFITS:

Pay range:         

Sr. Data Engineer: $160,000.00 - $225,000.00/per year

Your actual level and base salary will be determined on a case-by-case basis and may vary based on the following considerations: job-related knowledge and skills, education, and experience.

Base salary is just one part of your total rewards package at SpaceX. You may also be eligible for long-term incentives, in the form of company stock, stock options, or long-term cash awards, as well as potential discretionary bonuses and the ability to purchase additional stock at a discount through an Employee Stock Purchase Plan. You will also receive access to comprehensive medical, vision, and dental coverage, access to a 401(k) retirement plan, short and long-term disability insurance, life insurance, paid parental leave, and various other discounts and perks. You may also accrue 3 weeks of paid vacation and will be eligible for 10 or more paid holidays per year. Employees in Washington State accrue paid sick time in compliance with state and federal law. Company shuttles are offered to employees for roundtrip travel from select Seattle locations to the SpaceX Redmond office Monday to Friday.

ITAR REQUIREMENTS:

  • To conform to U.S. Government export regulations, applicant must be a (i) U.S. citizen or national, (ii) U.S. lawful, permanent resident (aka green card holder), (iii) Refugee under 8 U.S.C. § 1157, or (iv) Asylee under 8 U.S.C. § 1158, or be eligible to obtain the required authorizations from the U.S. Department of State. Learn more about the ITAR here.

SpaceX is an Equal Opportunity Employer; employment with SpaceX is governed on the basis of merit, competence and qualifications and will not be influenced in any manner by race, color, religion, gender, national origin/ethnicity, veteran status, disability status, age, sexual orientation, gender identity, marital status, mental or physical disability or any other legally protected status.

Applicants wishing to view a copy of SpaceX’s Affirmative Action Plan for veterans and individuals with disabilities, or applicants requiring reasonable accommodation to the application/interview process should reach out to EEOCompliance@spacex.com.

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Создайте идеальное резюме с помощью ИИ-агента

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Навыки

  • Python
  • SQL
  • Machine Learning
  • Statistical Modeling
  • Data Visualization
  • Time Series Analysis
  • Anomaly Detection
  • Clustering Analysis
  • Survival Analysis
  • Relational Databases

Возможные вопросы на собеседовании

Вакансия требует опыта в прогнозировании роста. Важно понять, как кандидат работает с временными рядами в условиях быстро меняющегося рынка.

Как бы вы спроектировали модель прогнозирования оттока пользователей для Starlink, учитывая глобальный охват и различные типы регионов?

В описании упоминается работа с геопространственными данными. Это критически важно для спутниковой сети.

Опишите ваш опыт работы с геопространственными данными и инструментами визуализации для анализа покрытия сети.

SpaceX ищет инженеров, способных работать в неопределенности.

Расскажите о случае, когда вам пришлось решать задачу с нечеткими требованиями. Как вы определили метрики успеха?

Позиция требует сильных навыков в SQL и Python для обработки больших данных.

Как вы оптимизируете тяжелые SQL-запросы при работе с миллиардами строк данных о телеметрии спутников?

Роль предполагает внедрение ML в бизнес-процессы.

Как вы обеспечиваете мониторинг и обнаружение дрейфа данных (data drift) в ваших ML-моделях после их развертывания в продакшн?

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spacex
Страна
США
Зарплата
160 000 $ – 225 000 $