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The Borrowed Ladder: How AI Is Changing Everything for New Graduates and Interns in Tech

  The Borrowed Ladder: How AI Is Changing Everything for New Graduates and Interns in Tech Entry-level tech hiring is collapsing. Junior engineers who use AI don't understand their own code. And the industry won't feel the full consequences for another decade. Here's the honest picture. A Deceptively Promising Start Imagine starting your first data engineering job in 2025. You open your laptop, face a task that would have taken a week to learn two years ago, fire up GitHub Copilot or Cursor, and have working code in an hour. Your senior colleagues are impressed. Your manager notes your output. You feel productive, capable, ahead of schedule. Now imagine it's three years later. A production pipeline fails in a way nobody can immediately explain. Your team looks to you — a now mid-level engineer — to trace the problem through five interconnected systems. And you realize, with growing dread, that you've never actually had to do that before. Every hard problem was ...

The AI Mirror: How Artificial Intelligence Is Rewriting the Rules for Data and AI Engineers

The AI Mirror: How Artificial Intelligence Is Rewriting the Rules for Data and AI Engineers A phase-by-phase look at what AI tools are actually doing to the engineering lifecycle — the wins, the risks, and the crisis hiding underneath the productivity numbers The Earthquake Nobody Felt Coming A few years ago, a data engineer's daily rhythm was predictable. Morning: coffee, Jira board, Slack messages from analysts. Midday: debugging a broken pipeline, writing SQL, wrangling a messy ETL job. Evening: writing documentation that nobody would read. Then GitHub Copilot happened. Then ChatGPT. Then Cursor, Windsurf, Amazon Q, and a dozen others. The rhythm didn't just change — the instrument changed entirely. Today, the share of time data engineers spend on AI projects has nearly doubled in just two years, from an average of 19% in 2023 to 37% in 2025, and respondents in MIT Technology Review's landmark survey expect this figure to rise to 61% within two more years. That's not...