Senior Data QA Analyst - Databricks & ETL Testing

Ingrity Pty; Sydney; On-site; AUD 83,000 - 124,000; Part time

Job summary

Ingrity Pty in Sydney seeks a Senior Data QA Analyst to migrate pricing and analytics data from legacy SAS processes to a Databricks and dbt platform. The role focuses on testing data from a modern Insurance Platform and a legacy system, validating transformations and ensuring downstream datasets are complete and accurate.

You will work with data engineers, pricing analysts and delivery teams to identify defects and provide evidence for release decisions.

Qualifications

• Minimum 5+ years in data testing or ETL QA.
• Strong SQL skills with joins, window functions and aggregations.
• Experience testing data pipelines on Databricks/Spark.
• Experience validating source-to-target mappings and business rules.
• Ability to analyse large datasets and identify genuine defects.
• Collaborates with data engineers and business SMEs to clarify requirements.
• Clear written communication with reproducible defect evidence.

Responsibilities

• Develop and execute test cases for ingestion, transformation and reporting datasets across bronze, silver and gold layers.
• Reconcile modern Insurance Platform and legacy system data against source systems, transformation rules and expected outcomes.
• Validate policy, quote, risk and transaction records, including keys, dates, transaction sequences and product mappings.
• Test premiums, exposure, coverage, renewal and pricing attributes, including calculations and aggregation rules.
• Check schema compatibility, data completeness, duplicates, nulls, referential integrity, row counts and loads.
• Investigate discrepancies using SQL, trace records through the pipeline and document root cause with reproducible evidence.
• Support system integration testing, regression testing, UAT and production release validation.
• Maintain test plans, test data, defect records and concise test completion reports.
• Help develop repeatable data quality checks and automated reconciliation where practical.

Skills

Data testing

SQL

Databricks

Data mappings

Data pipelines

Communication

Test automation

Tools

Delta Lake

Spark

dbt

Git

CI/CD

Job description

Ingrity Pty in Sydney seeks a Senior Data QA Analyst to migrate pricing and analytics data from legacy SAS processes to a Databricks and dbt platform. The role focuses on testing data from a modern Insurance Platform and a legacy system, validating transformations and ensuring downstream datasets are complete and accurate.

You will work with data engineers, pricing analysts and delivery teams to identify defects and provide evidence for release decisions.