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Senior Data Engineering
Отличная позиция в топовой международной компании с сильной инженерной культурой и широким соцпакетом. Работа над глобальным продуктом BEES предоставляет уникальные возможности для профессионального роста.
Сложность вакансии
Роль требует глубоких знаний в области архитектуры данных, владения стеком PySpark/Scala и опыта работы с облачными платформами. Высокий уровень ответственности за масштабируемость и безопасность пайплайнов в глобальной компании повышает планку требований.
Анализ зарплаты
Указанная позиция Senior уровня в международной компании в Бразилии обычно предполагает зарплату выше среднего по рынку. Наш анализ показывает, что для Сан-Паулу и Кампинаса вилка составляет от 15 000 до 22 000 BRL в месяц для опытных инженеров данных.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Data Engineering position at AB InBev's Growth Group. With extensive experience in designing scalable data architectures and a deep proficiency in Python, PySpark, and SQL, I am confident in my ability to contribute to the evolution of the BEES platform. My background in dimensional modeling and implementing robust CI/CD pipelines aligns perfectly with your requirements for driving high-performance data services.
Throughout my career, I have focused on bridging the gap between complex data engineering and strategic business needs. I am particularly impressed by AB InBev's commitment to digital transformation through the Growth Group and would welcome the opportunity to apply my skills in cloud computing and API development to enhance your data provisioning processes. I am eager to bring my analytical mindset and collaborative approach to your team in Campinas.
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Откликнитесь в abinbev уже сейчас
Присоединяйтесь к глобальному лидеру AB InBev и создавайте инновационные дата-решения для миллионов пользователей BEES!
Описание вакансии
About AB InBev
AB InBev is the leading global brewer and one of the world’s top 5 consumer product companies. With over 500 beer brands, we’re number one or two in many of the world’s top beer markets, including North America, Latin America, Europe, Asia, and Africa.
About ABI Growth Group
Created in 2022, the Growth Group unifies our business-to-business (B2B), direct-to-consumer (DTC), Sales & Distribution, and Marketing teams. By bringing together global tech and commercial functions, the Growth Group allows us to fully leverage data and drive digital transformation and organic growth for AB InBev around the world.
About BEES
As a technology cell of our organization, we have a simple goal: grow. Grow as people, as professionals, as a company. To achieve this, we use technology to create digital solutions that simplify our customers' lives, make their decisions smarter and their businesses more profitable. With offices in São Paulo and Campinas, we encourage our team to participate in major events and significant meetings throughout the year.
Responsibilities:
- Leads efforts within the organization to drive the development and maintenance of data services and solutions to support products, downstream services, or infrastructure tools and platforms used across BEES.
- Design efficient data models and understand concepts such as normalization, denormalization, and dimensional modeling.
- Implement improvements in architecture and processes to improve the performance, monitoring, and evolution of data products.
- Develop and maintain data ingestion, processing, control/security, and data provisioning processes for different consumers (services, front-end, among others).
- Contribute to obtaining knowledge in the business context and creating new data products to meet their strategic and operational needs.
Requirements and qualifications:
- Degree in Computer Science, Computer Engineering, Information Systems, Systems Development Analysis or similar;
- Advanced English;
- Assess scalability, reliability, security, and compliance implications of data pipeline designs.
- Understand cloud computing platforms and services offered by providers like AWS, Azure, and Google Cloud.
- Evaluate programming solutions in Python, PySpark, Scala, and SQL for data processing and analysis.
- Evaluate data quality processes and controls to ensure accuracy and completeness.
- Apply debugging techniques to identify and resolve cross-module issues.
- Implement monitoring, alerting, and failure handling mechanisms in architecture designs.
- Assess effectiveness of CI/CD principles and practices in automated pipelines.
- Design, develop, and maintain APIs for data exchange between applications.
- Apply Agile practices to plan, execute, and deliver data engineering tasks and projects.
Soft Skills:
- Logical reasoning and analytical skills;
- Meeting deadlines and quality of work;
- Effective and transparent dialog with other areas and co-workers;
- Ability to communicate and interpersonal relationships to to present cases and discuss them with other areas involved;
- Being independent in activities;
- Work as part of a team, promoting a good relationship with the team;
Differentials:
- Evaluate data pipeline solutions for latency, throughput and accuracy.
- Analyze data requirements and business needs to inform data modeling decisions.
- Understand the principles and assumptions of different machine learning capabilities.
- Integrate data sets with visualization tools to create insightful reports and dashboards
What We Offer:
- Performance based bonus\*
- Attendance Bonus\*
- Private pension plan
- Meal Allowance
- Casual office and dress code
- Days off\*
- Health, dental, and life insurance
- Medicines discounts
- WellHub partnership
- Childcare subsidies
- Discounts on Ambev products\*
- Clube Ben partnership
- Scholarship\*
- School materials assurance
- Language and training platforms
- Transport allowance
\*Rules applied
Equal Opportunity & Affirmative Action:
AB InBev Growth Group is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon of race, color, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other applicable legally protected characteristics.
The following fields are optional, but anticipate the information for your registration\*.
Remember: your data will never be used as elimination criteria in selection processes. With them, AB InBev Growth Group is able to analyze diversity and reduce biases in selection processes. We want to contribute to changing this reality by being an inclusive company.
For more information: www.abinbev.com
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Навыки
- Python
- PySpark
- Scala
- SQL
- AWS
- Azure
- Google Cloud
- CI/CD
- API
- Agile
- Data Modeling
Возможные вопросы на собеседовании
Проверка навыков проектирования сложных систем и понимания производительности.
Расскажите о наиболее сложном конвейере данных, который вы проектировали: с какими проблемами масштабируемости вы столкнулись и как их решили?
Оценка практического опыта работы с большими данными и оптимизации ресурсов.
Как вы подходите к оптимизации производительности в PySpark при обработке терабайтных наборов данных?
Проверка понимания архитектурных принципов, упомянутых в вакансии.
В каких сценариях вы предпочтете денормализацию данных классической схеме «звезда» в контексте современного облачного хранилища?
Важно для обеспечения надежности данных в BEES.
Какие механизмы контроля качества данных и мониторинга вы считаете критически важными для предотвращения попадания некорректных данных в downstream-сервисы?
Оценка навыков командного взаимодействия и лидерства.
Опишите случай, когда вам нужно было убедить стейкхолдеров или команду изменить архитектурное решение. Как вы аргументировали свою позицию?
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