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.
Define organizational boundaries for emissions measurement
+Set the organizational boundary for our 2025 inventory: include all legal entities under GreenWorks Holdings,…
Define organizational boundaries for emissions measurement
+Set the organizational boundary for our 2025 inventory: include all legal entities under GreenWorks Holdings, include equity-accounted subsidiaries, exclude joint ventures where we lack control, and document chosen consolidation approach with rationale and effective date by next Tuesday.
The tools that do the workPersefoniweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Collect activity data from energy, transportation, and procurement sources
+Pull activity data for 2025 Q1 from facilities energy bills, corporate fuel cards, employee mileage logs, and…
Collect activity data from energy, transportation, and procurement sources
+Pull activity data for 2025 Q1 from facilities energy bills, corporate fuel cards, employee mileage logs, and procurement invoices for purchased goods, reconcile totals with finance ledgers, flag missing suppliers, and deliver a complete dataset and gap list to Procurement and Fleet by Friday.
The tools that do the workWatershedweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Apply emissions factors to convert activity data into CO2e
+Convert 2025 Q1 activity records into CO2e using the latest published country and sector emission factors,…
Apply emissions factors to convert activity data into CO2e
+Convert 2025 Q1 activity records into CO2e using the latest published country and sector emission factors, apply location-based grid factors for electricity and vehicle-type factors for fuels, record factor sources and uncertainties, and produce a CO2e table for review by Thursday.
The tools that do the workSpheraweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Calculate Scope 1, 2, and 3 greenhouse gas emissions
+Aggregate converted CO2e into Scope 1, Scope 2 location- and market-based, and Scope 3 categories per the GHG…
Calculate Scope 1, 2, and 3 greenhouse gas emissions
+Aggregate converted CO2e into Scope 1, Scope 2 location- and market-based, and Scope 3 categories per the GHG Protocol, reconcile against prior year numbers, highlight material changes above 5%, and prepare a draft inventory summary with methodology notes for validation by Monday.
The tools that do the workPersefoniweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Compile and verify emissions inventories
+Compile the full 2025 inventory workbook, cross-check source documents for each major line item, run…
Compile and verify emissions inventories
+Compile the full 2025 inventory workbook, cross-check source documents for each major line item, run reasonableness tests on intensity metrics, annotate any estimates or extrapolations, and produce a verified inventory packet for the sustainability director by next Wednesday.
The tools that do the workWatershedweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Identify emission hotspots within the organization
+Analyze the verified inventory to identify top emission hotspots by activity and cost center, produce a…
Identify emission hotspots within the organization
+Analyze the verified inventory to identify top emission hotspots by activity and cost center, produce a ranked list where each hotspot exceeds 5% of total emissions, include suggested drivers and quick-win reduction levers, and send findings to Operations and Procurement by Friday.
The tools that do the workSpheraweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Says who?
These are the pages we read to build this. Open any of them and check us.
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Same family of work — each with its own tasks and prompts.
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