data engineer
генерация резюме под вакансию
сопроводительное письмо
описание
No description
задачи
- Design, develop, and maintain ETL/ELT pipelines for data ingestion, transformation, and loading;
- Build and optimize data processing workflows using Python and PySpark;
- Develop data warehouse architectures and data lake solutions;
- Create and maintain SQL queries, stored procedures, and data models for reporting;
- Integrate data from APIs, databases, streaming services, and third-party platforms;
- Implement data quality checks, validation rules, and monitoring mechanisms;
- Orchestrate workflows using Apache Airflow, Dagster, or similar tools;
- Collaborate with data scientists and analysts to deliver clean, reliable datasets;
- Document data architectures, pipeline logic, and data dictionaries.
требования
- 3+ Years of commercial experience in data engineering or related roles;
- Strong proficiency in Python for data processing and automation;
- Expert-level SQL skills including complex queries, window functions, and query optimization;
- Hands-on experience with Apache Spark and PySpark for distributed data processing;
- Solid understanding of ETL/ELT concepts and data pipeline design patterns;
- Experience with relational databases, data warehouses, and data lakes;
- Experience with cloud platforms and their data services;
- Understanding of data modeling;
- Experience with workflow orchestration tools;
- Familiarity with streaming data processing;
- Knowledge of Git, data governance, security, and compliance principles;
- Strong analytical and problem-solving skills with attention to data accuracy;
- English: B2 or higher (written and spoken);
- Nice to have: Experience with infrastructure-as-code (Terraform), dbt, CI/CD, NoSQL databases, BI tools, real-time analytics frameworks, MLOps concepts, machine learning pipelines, and contributions to open-source data engineering projects.
условия
- No conditions specified
навыки
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