Simon Janssen
Simon Janssen· CTO at HappyNurse · UK AI Exposure Map 2026
Business & Finance

Sales Accounts and Business Development and AI

Moderate exposureAI score 6/10 · Business & Finance
6out of 10
JPE Score
Median salary
£54K
ASHE 2024
Forecast 2030
-10% to +5%
Employment
367K
ONS APS 2025
Employment growth 2021-2025 (ONS APS)
+48%
Forecast trend 2025-2030
stable
Part-time
7%
Female share
37%
Sector
Business & Finance

Exposure scores

JPE (Practical Exposure)6/10 — Moderate exposure
Employment growth 2021-2025 (ONS APS)+48%

AI exposure explained

What does an AI score of 6/10 mean?

Interpretation

Moderate exposure — Parts of this work can be assisted by AI. The role will evolve but not disappear.

For Sales Accounts and Business Development, AI exposure is moderate: some tasks will be assisted or automated, but the occupation as a whole is expected to evolve rather than disappear. Staying current with AI tools in the field is the key adaptation.


Forecast 2030

What changes for Sales Accounts and Business Development?

Expected employment change, 2025 to 2030
-10% to +5%
Midpoint 0% · Stable: invest in AI skills
Basenational projection, without AI+2%
Base + AIJPE 6/10: −2.5%0%
Base + AI + roboticsno robotics effect before 20300%
Rows add up: the bottom row is the forecast.

The forecast starts from the national projection per occupational group and adds AI and robotics as separate layers. The band of -10% to +5% matters more than the midpoint.

Sources: base DfE Labour market and skills projections 2020 to 2035 (Working Futures), baseline · jobs, part-time and female share: ONS Annual Population Survey (Nomis NM_218_1), 2025 · salary: ASHE 2024. Working Futures differentiates growth only at the level of 26 occupational sub-major groups; the AI and robotics layers refine per occupation.

Read the methodology →


Simon Janssen
The person behind this map

I build with AI. And I track what it does to work.

I'm Simon Janssen, CTO and management board member at HappyNurse. This map shows, occupation by occupation, what AI does to work, based on official labour-market data rather than hype. On LinkedIn I share what I see as a CTO: what AI is already taking over, what it isn't, and what that means for people.


Sector context

Business & Finance and AI

Sales Accounts and Business Development belongs to the Business & Finance sector. This sector has an education level index of 3/4, indicating higher formal education requirements. Occupations in Business & Finance with high AI exposure tend to experience selective automation of routine tasks while human judgment remains central.


AI tools

Which AI tools are already making an impact?

ChatGPTExcel CopilotTableau AIXero AI

Career outlook

Deepen the human side

AI is changing parts of this work, but the jobs are expected to remain. Focus on the tasks where human judgement, relationships or creativity are central: those become more valuable. Combine that with strong AI skills.


Personal development

Personal development plan

Based on your sector (Business & Finance) and AI exposure level, here are three concrete steps to future-proof your career.

Master AI-powered financial modelling

Analysts using AI produce insights 5x faster

→ Excel Copilot, Tableau AI
Learn UK regulatory AI frameworks

FCA and PRA are developing AI-specific guidance

→ FCA AI guidance, UK AI Safety Institute
Build data storytelling skills

AI generates analysis; humans create the narrative

→ Storytelling with Data (Knaflic)

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Data Analysts and Scientists
AI 8/10·-3% 2030
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AI 6/10·+3% 2030
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Solicitors
AI 7.5/10·+1% 2030
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Chief Executives and Senior Officials
AI 5.5/10·+3% 2030
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Production Managers in Manufacturing
AI 5/10·+3% 2030
Management

International

This occupation in other countries

🇺🇸Sales Representatives, Wholesale and Manufacturing
AI 6/10Sales Representatives, Wholesale and Manufacturing
🇩🇪Vertriebsmitarbeiter/innen (Außendienst)
AI 6/10Sales Representatives (Field)
🇫🇷Techniciens commerciaux
AI 6.5/10Sales Technicians

About this analysis

AI scores are LLM-estimated using the same methodology as the Dutch AI Exposure Map, making scores directly comparable across countries. Where shown, the Felten AIOE score is an academic reference. Job counts, growth 2021-2025, part-time and female share from the ONS Annual Population Survey (Nomis NM_218_1), SOC 2020; salaries from ASHE 2024 (an estimate where ASHE has no figure). The 2030 forecast (JPE-prognose v3) starts from the DfE Working Futures baseline and adds separate AI and robotics layers. These are modelled scenarios, not predictions. A high AI score does not automatically mean job loss. All data CC BY 4.0.

Full methodology, sources and download →


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