Business Analyst vs Project Manager: which is more exposed to AI?
A 20-point gap separates these roles — Project Manager is the more defensible seat.
Business Analyst sits at 68% time-weighted AI exposure against 48% for Project Manager, a 20-point gap driven by the 56% of business analyst work time that current models can already substitute outright. Project Manager holds a larger human-critical core — 46% of the role's time sits in work like "team motivation and leadership" that models score poorly on. Both roles sit inside Business, so the exposure difference reflects task design rather than a change of field.
Seven dimensions, side by side.
What actually creates the gap.
Business Analysts spend 56% of their time-weighted week on tasks a current model can produce end-to-end, against 26% for Project Managers. The single largest contributor is "create dashboards and business reports", graded at 84% and worth 10% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Create dashboards and business reports84% · 10% time
- Write user stories and acceptance criteria82% · 14% time
- Gather and document business requirements78% · 20% time
- Data analysis and process mapping76% · 12% time
- Requirements negotiation and prioritisation14% · 14% time
- Change management and communication16% · 12% time
- Stakeholder workshops and elicitation18% · 18% time
- Write status reports and meeting notes84% · 12% time
- Generate project plans and timelines78% · 14% time
- Team motivation and leadership8% · 14% time
- Stakeholder communication and conflict resolution14% · 18% time
- Scope negotiation and change management16% · 14% time
Both roles lean on judgement, social, procedural — that is the part of your experience that travels intact. Beyond that, the two capability profiles are unusually close: no dimension separates them by more than 15 points, which is why the switch difficulty below reads the way it does.
Project Manager appears in our dataset as a mapped adjacent career for Business Analysts: the move lowers exposure by 20 points, landing at 48%. Switch difficulty reads low — capability profiles are 8 points apart on average and both sit in the same family.
Score your own exposure in 8 questions →Common questions.
Is Business Analyst or Project Manager more at risk from AI?
Business Analyst. It scores 68% time-weighted AI exposure against 48% for Project Manager — a 20-point gap. 56% of business analyst work time is already fully substitutable by current models, versus 26% for Project Managers.
Which pays more, Business Analyst or Project Manager?
Project Manager, by roughly $6k at the median ($94k versus $88k). Note that the higher-paying role here is also the less AI-exposed one, which matters if you are weighing pay against durability.
Can a business analyst switch to being a project manager?
Project Manager appears in our dataset as a mapped adjacent career for Business Analysts: the move lowers exposure by 20 points, landing at 48%. Switch difficulty reads low — capability profiles are 8 points apart on average and both sit in the same family.
Which role is growing faster, Business Analyst or Project Manager?
Business Analyst, at 9% projected ten-year growth versus 6% — a 3-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.