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Moderate competition: common data analyst title but specialized cloud migration and governance skills narrow candidate pool.
Medium—cloud SQL and migration skills transfer broadly, but commercial customer-data and stewardship expectations increase domain specificity.
High due to mandatory cloud platforms, SQL expertise, and strict data governance and migration experience requirements.
Lead analysis and documentation of data flows, mappings, and legacy system reverse engineering to prepare data migration specifications.
Define and enforce data stewardship, governance, and quality standards across multiple data platforms, including SQL, GCP BigQuery, Bigtable, and Snowflake.
Develop data insights, dashboards, and automation using Generative AI to support business decision-making and ensure efficient data processing.
Experience with data migration, data modeling, data profiling, and data governance processes.
Proficiency in SQL and Google Cloud Platform data stores (BigQuery, Bigtable) and Snowflake.
Work Experience Required: Not explicitly mentioned in the JD
Experience working in Agile environments using tools like JIRA and Confluence.
Strong domain expertise in Commercial/Customer Data and ability to recommend data views aligned with business requirements.
Experienced in handling legacy system data migrations and defining transformation rules in complex multi-platform environments.
Comfortable leveraging AI-powered tools to automate data analysis and improve project efficiency while collaborating with cross-functional teams.