How we know this
This job isn’t in the U.S. government’s occupational survey yet, so this page carries no official pay figures. Everything below is drawn from published job descriptions and industry guides, each one linked at the foot of the page. The work described is real and sourced. What’s missing is the survey’s rating of which parts of the job matter most — so read this as a picture of the work, not a ranked list.
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Develop and implement local policies and strategies
+Draft the revised housing allocation policy that balances statutory obligations with the five-year supply…
Develop and implement local policies and strategies
+Draft the revised housing allocation policy that balances statutory obligations with the five-year supply constraints, include impact assessment on homelessness rates, and circulate the final draft to cabinet members and the chief executive for approval by Friday.
The tools that do the workMicrosoft Wordweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Oversee budgets and allocate resources
+Prepare the 2026-27 departmental budget proposal showing proposed allocations, savings measures, and risk…
Oversee budgets and allocate resources
+Prepare the 2026-27 departmental budget proposal showing proposed allocations, savings measures, and risk register, reconcile it with current spend projections, then submit to finance and the budget board by next Wednesday for the quarter-two review.
The tools that do the workMicrosoft ExcelFinancial management softwareweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Engage with residents and community groups
+Organise and document a neighbourhood forum with residents and the Tenants Association to discuss the draft…
Engage with residents and community groups
+Organise and document a neighbourhood forum with residents and the Tenants Association to discuss the draft parks improvements, capture questions and commitments, and send a plain-language summary and action list to attendees within three working days.
The tools that do the workCRM systemsMicrosoft Outlookweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Manage contracts and commissioning services
+Gather the latest service specifications, supplier performance reports and costings, review contract…
Manage contracts and commissioning services
+Gather the latest service specifications, supplier performance reports and costings, review contract compliance for three high-value providers, draft recommended contract amendments, and forward to procurement and legal for execution before the next commissioning round.
The tools that do the workMicrosoft WordFinancial management softwareweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Coordinate projects across departments
+Set up the cross-departmental project plan for the town centre regeneration, assign milestones, resource…
Coordinate projects across departments
+Set up the cross-departmental project plan for the town centre regeneration, assign milestones, resource owners and interdependencies, embed the risk log and circulate the live plan to directors for sign-off ahead of the governance board next Tuesday.
The tools that do the workMicrosoft ExcelMicrosoft Outlookweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Collect and analyze data to inform decisions
+Compile and analyse the latest housing demand, service usage and complaint data, produce a dashboard of key…
Collect and analyze data to inform decisions
+Compile and analyse the latest housing demand, service usage and complaint data, produce a dashboard of key indicators with trend commentary and policy implications, and share with senior leadership and the strategy team by close of business Friday.
The tools that do the workMicrosoft ExcelCRM systemsweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Says who?
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The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.
The rest of the map
Same library, five ways in.
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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses