Outlook
Part of B2B demand generation planning for UK agencies
How to build a B2B demand generation skills forecast
Build a B2B demand generation skills forecast with a team audit, named channel and tool skills, quarter-by-quarter owners, training routes and review dates.
What to take away
- The ICO's guidance on cookies and similar technologies, updated 24 July 2025, sits on UK GDPR and the Privacy and Electronic Communications Regulations (PECR), so tracking and consent work is part of demand generation delivery, not an IT side task.
- The Advertising Standards Authority regulates UK advertising through the CAP Code, so claims in B2B campaigns sit inside a written framework rather than a judgement call.
- Budget skilling around first-party data, measurement and compliance before adding channel specialists.
- Use a dated forecast review each quarter, because regulation and platform rules move faster than annual training cycles.
- Treat the forecast as a hiring and training plan, not a prediction.
Why compliance now sits inside demand generation
The ICO's guidance on the use of storage and access technologies, updated on 24 July 2025, sets out when consent is needed for cookies and similar tools. The rules behind it are UK GDPR and PECR, the Privacy and Electronic Communications Regulations. For teams in England, that pushes legal literacy into B2B demand generation planning.
A demand generation manager who cannot read a consent flow will approve work that later needs rebuilding. The skills forecast should therefore include data protection basics alongside channel craft.
Advertising claims face a similar layer. The advertising regulation framework explained by the ASA and CAP covers how UK advertising rules are written and enforced, including business-to-business messages.
That matters when a campaign promises a specific return or outcome. Someone in the team has to check the claim before it ships, and that person needs training to do it.
The wider market picture is also shifting. Our B2B demand generation market outlook in England covers the demand-side pressures that make these skills scarce.
What the forecast should actually contain
A skills forecast is a list of capabilities with dates attached. It is not a wish list. Start with the work you already run, then ask which parts will need different skills in twelve months. The checklist below sets out the capabilities; the dates arrive when you give each line an owner and a quarter.
Skills forecast: what moves first
- Tracking and consentrules are explicit
- Claim substantiationregulators publish expectations
- Measurementprivacy reduces available data
For a wider view of where the discipline is heading, our B2B demand generation trends and outlook sets out the shifts that training plans should follow.
The CMA's consumer protection guidance for businesses is written for consumer markets, but it shows how enforcers publish expectations in advance. B2B teams that read guidance early avoid rushed rebuilds later.
Skills checklist for the next four quarters
Use this as a working checklist. Mark each line as held, in training, or missing.
Four-quarter skills checklist
- Consent and cookie handling
- Claim checking
- First-party data capture
- Measurement without third-party cookies
- AI-assisted research and drafting
- Sales handover
- Supplier oversight
- Training budget
- Consent and cookie handlingwho owns the banner, the tag set and the record of consent.
- Claim checkinga named reviewer for performance and comparison claims.
- First-party data captureforms, events and content that collect data you can actually use.
- Measurement without third-party cookies: incrementality, holdouts and sales-cycle reporting.
- AI-assisted research and drafting: review rules, disclosure rules and quality control.
- Sales handoverwhat a qualified lead looks like and who confirms it.
- Supplier oversightwhat your agency or tool vendor is allowed to do with data.
- Training budgeta labelled figure, for example GBP 1,500 per person per year, agreed with finance.
Add the channel skills that match your plan: ABM, SEO, PPC, LinkedIn Ads, content syndication, webinars and email nurture. For tool capability, assess relevant work in HubSpot or Marketo, Salesforce, GA4 and LinkedIn Campaign Manager.
For a task-based audit, ask the current owner to complete a relevant task and keep the output: for example, check a consent flow, build a campaign or prepare a report. Mark a skill as held when the person completes the task unaided, in training when they need support, and missing when they cannot demonstrate it. Record the baseline before assigning training or hiring.
Map each gap to learning from the Chartered Institute of Marketing (CIM) or the Institute of Data & Marketing (IDM). If agency delivery is part of the team, apply the same evidence test to the agency account lead; providers such as The Marketing Practice and Transmission are examples to assess, not endorsements.
Illustrative calendar-year forecast template: Enter the year, issue date and next review date before sharing. This is a starting allocation, not a benchmark; adjust the quarter and owner to fit your audit and campaign plan.
| Quarter | Skill focus | Accountable owner | Evidence to retain | Status |
|---|---|---|---|---|
| Q1 (Jan–Mar) | Consent, cookie handling and first-party data capture | Marketing operations lead | Reviewed tag and consent records; tested form | Held / in training / missing |
| Q2 (Apr–Jun) | Measurement and sales handover | Marketing operations lead and sales operations lead | GA4 report, CRM record and agreed handover evidence | Held / in training / missing |
| Q3 (Jul–Sep) | Execution in selected channels, such as ABM, SEO, PPC, webinars or email nurture | Demand generation manager and channel specialist | Campaign brief and reviewed campaign build | Held / in training / missing |
| Q4 (Oct–Dec) | Claim checking and supplier oversight | Campaign lead and agency account lead | Claim review and supplier or data review record | Held / in training / missing |
How to turn the forecast into a plan
Give each checklist line an owner and a quarter. A forecast with no owner becomes a document nobody reads.
From forecast to plan
- Give each checklist line an owner and a quarter
- Set review triggers for guidance and platform changes
- Hire or train for missing consent work first
- Keep the forecast to one dated page
Then set review triggers. Revisit the plan when a regulator publishes new guidance, when a major platform changes its tracking rules, or when your own conversion data shifts by a material margin.
Hiring follows the same logic. If consent work is missing, hire or train for it before adding another paid channel specialist. The constraint is usually governance, not creativity.
Finally, keep the forecast short. One page, dated, with named owners, beats a long document that cannot be checked against reality.
Common questions
Is there an official skills forecast for B2B demand generation?
No. There is no single official forecast for this occupation in England. Build your own from regulation dates, platform changes and your pipeline data.
How often should we update the forecast?
Quarterly is workable for most teams. Add a trigger-based review when a regulator or major platform changes its rules.
Which skills should we hire for first?
Start with consent and measurement, because those capabilities affect every campaign. Channel specialists are easier to add once the foundations hold.
Does this apply outside England?
Some rules cited here cover the whole UK, while enforcement and guidance can differ in Scotland, Wales and Northern Ireland. Check the devolved position before you standardise a UK-wide training plan.
