Data iteration, review and maintenance (Analytics Engineering) (AEC3.5)(Level Five)

You adopt frameworks, tools, data and quality standards that ensure data engineering activity satisfies the organisational strategic aims. You promote a culture that values data quality, efficient maintenance, automation and sustainability.