• Write down two roles you are genuinely curious about. Compare the daily work, not just the job title.
  • Look at the skills those roles ask you to use: data modelling, automation, development, analysis or platform ownership.
  • Pick one credential that reinforces those skills. Set a small weekly study rhythm and build something alongside the reading.
  • Revisit the choice after a few weeks. A thoughtful change of direction is progress, not failure.