If you’ve worked in technology or operations for any length of time, you’ve probably seen this play out more than once: a new system launches, the project technically “succeeds”, and yet the business doesn’t really change. That’s because meaningful change doesn’t happen by default once software goes live. It happens when people understand what needs...
By Anton Schaffer - Principal Data Engineer. Artificial Intelligence (AI) is changing the way we all work, and for Data Engineers the shift is especially noticeable. The role of a Data Engineer has always been about building and maintaining the pipelines that move data reliably from source to destination. With AI becoming...
By Anton Schaffer - Principal Data Engineer. AI-assisted development has become a game changer across many fields, but in data engineering it’s particularly disruptive. After all, data engineers spend half their lives untangling JSON, arguing with SQL about GROUP BYs, and trying to remember if it’s left join or left outer join...
In today's data-driven world, the ability to analyse and interpret data effectively is crucial for the success of software development projects. Data analysis helps teams make informed decisions, optimise processes, and deliver high-quality products. Here are some strategies for effective data analysis in software development. 1. Define Clear Objectives Before diving into data analysis, it's...
