UK AI Exposure · Professional occupations
Business and financial project management professionals
Business and financial project management professionals manage and oversee major projects across all sectors of modern industry, commerce and the public sector, in areas such as e-commerce, business analysis, finance, product development, marketing, human resources.
- Employees (UK)
- 291k
- Median annual pay
- £57,874
- Exposure score ?
- 0.8/10 Minimal direct 0.8 · with tools 8.4
- Wage exposure
- £1.35bn
Higher exposure than 44% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
The tasks in this role, ranked by AI exposure
Below are the real tasks O*NET records for this occupation, sorted highest exposure first. "AI can do this" means a language model can already handle the task directly. "AI can help" means an LLM can assist but not replace. "Human work" means today's AI doesn't touch it. Importance is O*NET's 1–5 rating of how central each task is to the role.
4 of 31 tasks in this role are things an AI can already do today. Task list mapped via O*NET "Logistics Analysts" (13-1081.02).
Enter logistics-related data into databases.
Maintain logistics records in accordance with corporate policies.
Write or revise standard operating procedures for logistics processes.
Enter carbon-output or environmental-impact data into spreadsheets or environmental management or auditing software programs.
Maintain databases of logistics information.
Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.
Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.
Reorganize shipping schedules to consolidate loads, maximize vehicle usage, or limit the movement of empty vehicles or containers.
Track product flow from origin to final delivery.
Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.
Recommend improvements to existing or planned logistics processes.
Apply analytic methods or tools to understand, predict, or control logistics operations or processes.
Contact potential vendors to determine material availability.
Prepare reports on logistics performance measures.
Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.
Analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.
Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.
Contact carriers for rates or schedules.
Manage systems to ensure that pricing structures adequately reflect logistics costing.
Confer with logistics management teams to determine ways to optimize service levels, maintain supply-chain efficiency, or minimize cost.
Develop or maintain payment systems to ensure accuracy of vendor payments.
Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.
Identify opportunities for inventory reductions.
Develop or maintain freight rate databases for use by supply chain departments to determine the most economical modes of transportation.
Review procedures, such as distribution or inventory management, to ensure maximum efficiency or minimum cost.
Develop or maintain models for logistics uses, such as cost estimating or demand forecasting.
Monitor industry standards, trends, or practices to identify developments in logistics planning or execution.
Route or reroute drivers in real time with remote route navigation software, satellite linkup systems, or global positioning systems (GPS) to improve operational efficiencies.
Determine packaging requirements.
Compare locations or environmental policies of carriers or suppliers to make transportation decisions with lower environmental impact.
Arrange for sale or lease of excess storage or transport capacity to minimize losses or inefficiencies associated with empty space.
Where a project with Alex usually starts for this role
These are the highest-importance tasks in this role that a language model can already handle directly. In a typical engagement the first wins come from building workflows around these, so they stop eating your team's time.
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Enter logistics-related data into databases.
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Maintain logistics records in accordance with corporate policies.
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Write or revise standard operating procedures for logistics processes.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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