Digital Transformation
Madetech
Full Credential Description
Challenge Skills for Care were struggling with manual and time consuming data analysis processes, limiting their insights. Approach We implemented AWS to modernise their data architecture and processing, automate analysis and apply machine learning. Result Data analysis that took 2 days now takes 15 minutes, datasets available for review have also extended from one to 10 years. Challenge Since 2006 Skills for Care has been collecting and analysing data on the thousands of adult social care workforce across England. Providing data to the Department of Health and Social Care helps better inform the decisions made by government when it comes to the care sector. Many of their data analysis processes were manual, taking considerable time and not maximising data-driven insights . We worked with the team to transform their data processes to better provide intelligence quickly and accurately. Our approach We implemented the Amazon Web Services (AWS) data ecosystem. This helped us modernise Skills for Care’s data architecture and processing. The goal was to streamline processes, automate routine analysis and free up valuable time. Working with the analytics team we helped put in place best practices in data engineering. We also worked with them to apply machine learning to improve their workforce estimates. The next stage was to help Skills for Care identify what was needed to continue to develop this new data pipeline long after we left. They’re now fully prepared to continue to buil...