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Sales accounts

and business development managers

Associate professional occupations, SOC 2020 code 3556. Back to the map

Sales accounts and business development managers plan, organise and undertake market research to meet the requirements of an organisation’s marketing and sales policies.

Employees (UK)
415k
Median annual pay
£56,021
Exposure score ?
0.3/10 Minimal 9.2/10 Very high strict reading, with tools is 9.2/10 with-tools reading, strict is 0.3/10
Wage exposure
£697m £21.39bn

Higher exposure than 18% of the 379 UK occupations we scored.

Read the score as
What a model can do unaided. A model plus workflow tools, closer to how work runs in 2026.

What this score means.

Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.

If you are in this role

Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.

Almost every routine task in this role is within reach of today's models. Roles like this are being rebuilt, usually not by disappearing but by one person using AI to produce what several did.

If you are in this role

Be the person doing the rebuilding. People who learn to run this kind of work with AI become very valuable, and the ones who wait tend to have the change made for them.

Two clerks at the US Census Bureau punching population cards on a pantograph and a keypunch, with filing boxes behind them

Where the work usually starts.

This role's strict reading is low because its top tasks are judgement, not drafting. The three highest-stakes tasks below are still usually where the work starts. Switch to With tools to see what AI plus the right context can take on.

  1. Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.

    O*NET importance 4.3 of 5 Still needs a person under the strict reading

  2. Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.

    O*NET importance 4.2 of 5 Still needs a person under the strict reading

  3. Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.

    O*NET importance 4.0 of 5 Still needs a person under the strict reading

These are the most important tasks AI can already handle when paired with the right tools and context. The first wins usually come from building workflows around them. That is the difference between a model that could do the job and one that actually does it inside your business.

  1. Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.

    O*NET importance 4.3 of 5 AI can do this with workflow tools

  2. Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.

    O*NET importance 4.2 of 5 AI can do this with workflow tools

  3. Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.

    O*NET importance 4.0 of 5 AI can do this with workflow tools

Every role has three or four places like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days.

Every task in the role.

Every O*NET task for this occupation, split by what AI can do unaided and what still needs a person. Importance is O*NET's 1 to 5 rating of how central each task is.

What AI can already do

1 of 20 tasks, unaided

  1. Compile lists describing product or service offerings.

    Importance 3.7 of 5

What still needs a person

19 of 20 tasks

  1. Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.

    Importance 4.3 of 5

  2. Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.

    Importance 4.2 of 5

  3. Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.

    Importance 4.0 of 5

  4. Develop pricing strategies, balancing firm objectives and customer satisfaction.

    Importance 3.9 of 5

  5. Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.

    Importance 3.7 of 5

  6. Consult with product development personnel on product specifications, such as design, color, or packaging.

    Importance 3.6 of 5

  7. Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.

    Importance 3.6 of 5

  8. Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.

    Importance 3.5 of 5

  9. Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services.

    Importance 3.4 of 5

  10. Consult with buying personnel to gain advice regarding the types of products or services expected to be in demand.

    Importance 3.4 of 5

  11. Consult with buying personnel to gain advice regarding environmentally sound or sustainable products.

    Importance 3.4 of 5

  12. Initiate market research studies, or analyze their findings.

    Importance 3.4 of 5

  13. Conduct economic or commercial surveys to identify potential markets for products or services.

    Importance 3.2 of 5

  14. Confer with legal staff to resolve problems, such as copyright infringement or royalty sharing with outside producers or distributors.

    Importance 3.1 of 5

  15. Recommend modifications to products, packaging, production processes, or other characteristics to improve the environmental soundness or sustainability of products.

    Importance 3.1 of 5

  16. Advise business or other groups on local, national, or international factors affecting the buying or selling of products or services.

    Importance 3.1 of 5

  17. Select products or accessories to be displayed at trade or special production shows.

    Importance 2.7 of 5

  18. Develop business cases for environmental marketing strategies.

    Importance 2.7 of 5

  19. Integrate environmental information into product or company marketing strategies, policies, or activities.

    Importance 2.6 of 5

What AI can already do

19 of 20 tasks, with tools

  1. Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.

    Importance 4.3 of 5

  2. Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.

    Importance 4.2 of 5

  3. Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.

    Importance 4.0 of 5

  4. Develop pricing strategies, balancing firm objectives and customer satisfaction.

    Importance 3.9 of 5

  5. Compile lists describing product or service offerings.

    Importance 3.7 of 5

  6. Consult with product development personnel on product specifications, such as design, color, or packaging.

    Importance 3.6 of 5

  7. Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.

    Importance 3.6 of 5

  8. Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.

    Importance 3.5 of 5

  9. Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services.

    Importance 3.4 of 5

  10. Consult with buying personnel to gain advice regarding the types of products or services expected to be in demand.

    Importance 3.4 of 5

  11. Consult with buying personnel to gain advice regarding environmentally sound or sustainable products.

    Importance 3.4 of 5

  12. Initiate market research studies, or analyze their findings.

    Importance 3.4 of 5

  13. Conduct economic or commercial surveys to identify potential markets for products or services.

    Importance 3.2 of 5

  14. Confer with legal staff to resolve problems, such as copyright infringement or royalty sharing with outside producers or distributors.

    Importance 3.1 of 5

  15. Recommend modifications to products, packaging, production processes, or other characteristics to improve the environmental soundness or sustainability of products.

    Importance 3.1 of 5

  16. Advise business or other groups on local, national, or international factors affecting the buying or selling of products or services.

    Importance 3.1 of 5

  17. Select products or accessories to be displayed at trade or special production shows.

    Importance 2.7 of 5

  18. Develop business cases for environmental marketing strategies.

    Importance 2.7 of 5

  19. Integrate environmental information into product or company marketing strategies, policies, or activities.

    Importance 2.6 of 5

What still needs a person

1 of 20 tasks

  1. Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.

    Importance 3.7 of 5

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This role's score comes from Eloundou et al's 2023 task labels, weighted by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 through ISCO-08 (the ONS coding index) and US SOC 2010 (the BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional, which covers employees only.

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