About the position
We are seeking a passionate individual with experience in both data analytics and data engineering to manage all data management processes in our team. The successful candidate will develop new approaches to data consumption and quality control, including telemetry design for new game features, improvement of existing telemetry, and creating and maintaining documentation regarding data. They will also be responsible for developing and maintaining a data quality and consistency control ecosystem, as well as a notification system for changes in product KPI's. The ideal candidate will have at least 3 years of experience as a data engineer/analyst, strong SQL knowledge, and experience with data manipulation in Python. Familiarity with data format structure, data modeling, and modern cloud data solutions will be an added advantage.
Responsibilities
- Telemetry design for new game features.
- Improvement of existing telemetry: enrichment with new parameters, exclusion of unused ones, search for bugs and inconsistencies with the basic logic.
- Creating and maintaining documentation regarding data: description of telemetry and processes on it, data infrastructure usage guidelines, etc.
- Development and maintaining of a data quality and consistency control ecosystem: definition of logic, its implementation in code, and building of an alerting system.
- Development of a notification system for changes in product KPI's (implementation through Slack bot).
- Data mart and dashboards development.
Requirements
- 3+ years of experience as a data engineer/analyst.
- Strong SQL knowledge.
- Familiar with version control systems (GIT).
- Experience with data manipulation in Python.
- Familiar with data format structure (CSV, XML, JSON).
- Experience in data modeling.
- Understanding the principles of database design and operation.
- Experience with modern cloud data solutions (Snowflake, Google BigQuery).
- Experience in writing DAGs and building data pipelines in Airflow.
- Experience in transforming, testing, and documenting data using dbt.
- Experience with Tableau.