Craft the Pivot Story
Every interviewer will ask some version of "why the change?" Your answer needs three beats:
The through-line: what has always been true about your work. "Across ten years in operations, the parts I owned were always the data problems."
The trigger: why now, stated positively. Growth, not escape. "I kept volunteering for analytics projects until it became clear that should be the whole job."
The proof: what you have already done about it. Courses finished, projects shipped, freelance work, internal transfers.
Write the story once, then compress it into a resume summary, a LinkedIn headline, and a 60-second spoken answer. Consistency across all three is what makes it credible.