Job Description – PostgreSQL Developer: We are seeking a PostgreSQL Developer with strong experience in migrating heterogeneous databases to PostgreSQL / Aurora PostgreSQL. The role focuses on converting database objects, optimizing migrated workloads, and supporting application teams during migration and cutover phases. The ideal candidate will design, develop, and optimize PostgreSQL database objects, work closely with application and platform teams, and ensure functional and performance parity between source databases (such as SQL Server or Oracle) and PostgreSQL. This role requires hands-on experience with migration tools, query optimization, and post-migration validation. Key Responsibilities: Migration Planning & Execution: • Lead the conversion of SQL Server database objects (tables, views, indexes, constraints) to PostgreSQL-compatible syntax and data types. • Convert SQL Server stored procedures, functions, triggers, and views into PostgreSQL-compliant PL/pgSQL with equivalent functionality. • Address migration-specific challenges: case sensitivity, identifier quoting, transaction isolation differences, and procedural language semantics. • Support application testing, UAT, and performance benchmarking on PostgreSQL / Aurora PostgreSQL. • Fine-tune PostgreSQL configuration parameters in coordination with DBA/platform teams. Data Migration & Validation: • Design and execute data migration strategies using AWS DMS, AWS Schema Conversion Tool (SCT), and/or custom ETL scripts (Python, pgLoader, etc.). • Configure and troubleshoot CDC (Change Data Capture) pipelines for near-zero downtime cutover. • Collaborate with data engineering/ETL teams to validate data integrity, referential consistency, and volume reconciliation post-migration. • Resolve data type mismatches, truncation issues, and encoding/collation conflicts. Performance Optimization & Cloud Tuning: • Analyze query execution plans and refactor migrated queries for optimal PostgreSQL performance. • Design and implement effective indexing strategies and leverage PostgreSQL-specific features. • Tune Aurora PostgreSQL parameters and advise on instance sizing. • Benchmark and stress-test migrated workloads; provide performance sign-off before production cutover. Automation, Support & Documentation • Develop and maintain migration automation scripts (SQL, shell, Python, etc.) to streamline conversions and validations. • Provide L2/L3 support during migration, cutover, and post-go-live phases. • Document migration standards, conversion guidelines, and PostgreSQL development best practices. • Mentor internal teams on PostgreSQL development patterns and migration considerations. • Ensure all migrated objects comply with organizational security and compliance policies. Preferred Qualifications: • 4+ years of experience in database development, with at least 3 years focused on PostgreSQL. • Proven track record in large-scale, heterogeneous migrations (SQL Server → PostgreSQL/Aurora PostgreSQL). • Strong proficiency in: o PL/pgSQL, advanced SQL (window functions, CTEs, JSON/JSONB) o AWS DMS, SCT, pg_dump/pg_restore, pgLoader, or similar tools o Query performance tuning & execution plan analysis o Version control (Git) and CI/CD integration for database changes (e.g., Liquibase, Flyway) • Familiarity with cloud infrastructure (AWS RDS/Aurora, IAM, VPC, security groups). • Experience with monitoring tools (CloudWatch, pg_stat_statements, pgBadger, Datadog). Nice-to-Have • Exposure to other source platforms (Oracle, MySQL, Sybase) for a broader heterogeneous migration context. • Knowledge of database DevOps (GitOps, automated testing, drift detection). • AWS Certified Database – Speciality or PostgreSQL professional certifications.