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SQL Database Developer
1 week ago
We are seeking a skilled SQL Database Developer to join our team at Innova Solutions. As a SQL Developer, you will play a crucial role in ensuring data quality, integrity, and security within the Independence Data Warehouse. You will connect to diverse data sources, validate information, and work closely with Gretel to enhance data privacy and generate synthetic data for testing and analysis.
Key Responsibilities:
- Data Source Connection and Validation:
- Connect to the Independence data warehouse using SQL Queries and Python Scripts.
- Extract data from various tables or execute custom SQL queries to retrieve relevant information.
- Collaborate with Gretel to validate data accuracy and consistency.
- Data Quality Assurance:
- Assess the quality of incoming data, identifying anomalies, inconsistencies, and missing values.
- Implement data validation rules and ensure adherence to data standards.
- Collaborate with the data engineers and data scientists to improve data quality.
- Leverage Gretel's synthetic data evaluation tools to create high-quality synthetic datasets.
- Evaluate the synthetic data using metrics such as Synthetic Data Quality Scores (SQS) and Privacy Protection Levels (PPL).
- Use Python to integrate synthetic data into your data pipeline.
- Optimize SQL queries for efficiency and performance.
- Monitor database performance, identify bottlenecks, and propose enhancements.
- Implement security measures to protect sensitive data.
- Ensure compliance with data privacy regulations (e.g., GDPR, CCPA).