Roles And Responsibilities
You will be responsible for several key activities that are essential to the effective management of data architecture:
- Develop Data Models: Design and implement effective data models that reflect business processes, ensuring logical structuring and relationships of data elements.
- Data Integration: Oversee the integration process of new data sources into existing data architecture, ensuring seamless data flow and minimal disruption to ongoing operations.
- Maintenance and Scalability: Regularly update data models to accommodate changes in business processes and scalability needs of the organization.
- Collaboration with IT and Business Teams: Work closely with IT teams to implement models and with business stakeholders to ensure alignment with business needs and practices.
- Ensure Best Practices: Apply best GCP practices to data modeling processes, optimizing data retrieval and storage in BigQuery and managing data pipelines with Composer.
- Quality Assurance: Monitor data quality, troubleshoot data-related issues, and ensure that the database reliably supports business applications.
- Documentation: Maintain clear and comprehensive documentation of the data architecture, including data dictionaries, models, and integration processes.
- Design and Build Data Pipelines: Create efficient data ingestion, processing, and storage frameworks using best practices.
Key Skill Sets
The following skills and expertise are essential for success in this role:
- Expertise in Data Modeling Tools: Proficiency in advanced data modeling tools, especially those pertinent to GCP (e.g., BigQuery).
- Good Knowledge of Composer, Airflow, and Python.
- Knowledge of Retail Business Processes: Deep understanding of retail operations and analytics, ideally with experience in multi-store setups.
- Strong Analytical Skills: Ability to analyze large datasets and translate business requirements into non-technical terms and vice versa.
- Experience with GCP Services: Familiarity with GCP services, particularly BigQuery for data warehousing and Composer for workflow management.
- Problem-Solving Skills: Excellent problem-solving abilities to address scalability and integration challenges.
- Communication Skills: Strong communication skills to effectively collaborate with both technical teams and business stakeholders.
- Attention to Detail: Meticulous attention to detail to ensure the accuracy and completeness of data models.
About You
You are:
- Self-motivated, collaborative, eager to learn, and hands-on.
- Passionate about trying out new apps and coming up with ideas to improve them.
- Up-to-date with the latest trends and technologies.
- Committed to following industry best practices and maintaining high standards regarding quality.
Employment Type: Temporary