Business Analyst vs Strategy Consultant: which is more exposed to AI?
Business Analyst carries 12 points more AI exposure than Strategy Consultant.
Business Analyst sits at 68% time-weighted AI exposure against 56% for Strategy Consultant, a 12-point gap driven by the 56% of business analyst work time that current models can already substitute outright. Strategy Consultant holds a larger human-critical core — 30% of the role's time sits in work like "navigate client politics" 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 42% for Strategy Consultants. 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
- Research markets and benchmarks88% · 12% time
- Build slide decks86% · 14% time
- Summarize interviews and data84% · 8% time
- Draft financial models78% · 8% time
- Navigate client politics12% · 6% time
- Facilitate alignment in the room14% · 8% time
- Advise executives with judgment18% · 12% time
Both roles lean on cognitive, judgement, social — that is the part of your experience that travels intact. The real divide is procedural: Business Analysts score 82 there against 58 for Strategy Consultants, a 24-point spread. That is the gap you would actually have to close.
| DIMENSION | BUSINESS ANALYST | STRATEGY CONSULTANT |
|---|---|---|
| Procedural | 82 | 58 |
Business Analyst appears in our dataset as a mapped adjacent career for Strategy Consultants: the move raises exposure by 12 points, landing at 68%. Switch difficulty reads low — capability profiles are 10 points apart on average and both sit in the same family.
Score your own exposure in 8 questions →Common questions.
Is Business Analyst or Strategy Consultant more at risk from AI?
Business Analyst. It scores 68% time-weighted AI exposure against 56% for Strategy Consultant — a 12-point gap. 56% of business analyst work time is already fully substitutable by current models, versus 42% for Strategy Consultants.
Which pays more, Business Analyst or Strategy Consultant?
Strategy Consultant, by roughly $32k at the median ($120k 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 strategy consultant?
Business Analyst appears in our dataset as a mapped adjacent career for Strategy Consultants: the move raises exposure by 12 points, landing at 68%. Switch difficulty reads low — capability profiles are 10 points apart on average and both sit in the same family.
Which role is growing faster, Business Analyst or Strategy Consultant?
Both are projected at 9% over ten years (faster than avg).