Distribution across 20 profiles.
Middle half of Public Procurement Officers score between 45% and 53%.
0%
50%
100%
p10 · 41%
55% · p90
Task breakdown by work type
On-screen work64%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen12%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action24%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person0%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Public Procurement Officer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Managing supplier relationships, negotiating terms, pricing, and contract amendments
some context neededsocial core
20%DA
10%
Attending meetings with suppliers, stakeholders, and evaluation committees to explain decisions
some context neededsocial core
19%DA
7%
Processing purchase orders, invoices, and maintaining procurement database records
15%DD
92%
Drafting tender documents, specifications, and procurement briefs based on department requirements
15%DD
47%
Reviewing supplier bids, evaluating compliance with criteria, and scoring submissions
14%DD
60%
Ensuring compliance with procurement regulations, audit trails, and policy requirements
7%DD
91%
Coordinating with internal departments to understand needs, timelines, and budget constraints
deep expertisesocial core
6%AD
2%
TaskTimeTypeExposure
Drafting tender documents, specifications, and procurement briefs based on department requirements
24%DD
46%
Ensuring compliance with procurement regulations, audit trails, and policy requirements
23%DD
94%
Coordinating with internal departments to understand needs, timelines, and budget constraints
deep expertisesocial core
18%AD
6%
Processing purchase orders, invoices, and maintaining procurement database records
11%DD
90%
Managing supplier relationships, negotiating terms, pricing, and contract amendments
deep expertisesocial core
9%DA
4%
Reviewing supplier bids, evaluating compliance with criteria, and scoring submissions
9%DD
55%
Attending meetings with suppliers, stakeholders, and evaluation committees to explain decisions
some context neededsocial core
2%DA
6%
TaskTimeTypeExposure
Ensuring compliance with procurement regulations, audit trails, and policy requirements
19%DD
87%
Processing purchase orders, invoices, and maintaining procurement database records
15%DD
94%
Drafting tender documents, specifications, and procurement briefs based on department requirements
15%DD
55%
Attending meetings with suppliers, stakeholders, and evaluation committees to explain decisions
some context neededsocial core
14%DA
20%
Reviewing supplier bids, evaluating compliance with criteria, and scoring submissions
14%DD
67%
Managing supplier relationships, negotiating terms, pricing, and contract amendments
deep expertisesocial core
12%DA
4%
Coordinating with internal departments to understand needs, timelines, and budget constraints
some context neededsocial core
8%AD
16%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
