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Data analyst

Illustrative score. It reflects task structure, not a prediction about your employer.

84/ 100 RecomposingThe role is being rebuilt around you. Move first.

This is not a warning about the future. The task mix has already changed, hiring has already changed, and the title is the last thing to update. The fastest exits are sideways: adjacent roles that need your domain knowledge plus AI direction.

Defend this

Knowing which question matters, and which number is lying.

Acquire this

Data quality ownership, decision design, and auditing model-generated analysis.

Roles that are hiring for what you already know

  • Analytics engineer
  • Decision scientist
  • Data governance lead
Any tool can chart the data. Someone has to refuse to chart the wrong data.
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