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Marketing

Category Manager

Based on 38 assessments

29% Moderate risk

Average realistic automation risk across all Category Manager profiles in the dataset.

Raw potential
52%
Realistic risk
29%
Research benchmark ?
47%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 38 profiles. Middle half of Category Managers score between 24% and 33%.

0% 50% 100%
p10 · 22%
36% · p90
On-screen work 42%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 11%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 20%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 27%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Category Manager, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Collaborate with marketing, merchandising, and operations teams to align on promotional calendars, shelf placement, and inventory plans
deep expertise
30% AA 0%
Develop and present category strategies, promotional plans, and assortment recommendations to senior leadership and cross-functional teams
deep expertise
27% DA 10%
Monitor competitor activity, pricing, product launches, and market share to inform tactical and strategic decisions
12% AD 30%
Prepare business reviews, dashboards, and reports documenting category performance, variance explanations, and forecast updates
8% DD 50%
Analyze sales data, inventory levels, and market trends to identify performance gaps and opportunities within the category
7% DD 49%
Review and manage SKU assortment decisions—which products to stock, discontinue, or expand based on profitability and customer demand
7% DD 47%
Negotiate pricing, terms, and contracts with suppliers and vendors to secure competitive costs and favorable conditions
deep expertise
7% AA 9%

Work as a Category Manager? Map your specific role.

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