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.
Ensure server reliability during in-game events
+Ensure servers remain reliable through Saturday’s Halloween event: confirm capacity reservations for peak…
Ensure server reliability during in-game events
+Ensure servers remain reliable through Saturday’s Halloween event: confirm capacity reservations for peak hours, verify the rollback build and hotfix runbook are staged, notify engineering and SRE of the 19:00 peak plan, and declare go/no-go by 17:00.
The tools that do the workweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Oversee content rollout for live services
+Oversee the content rollout for Tuesday’s mid-season update: validate the build package and migration script,…
Oversee content rollout for live services
+Oversee the content rollout for Tuesday’s mid-season update: validate the build package and migration script, confirm localization deliverables are uploaded, set the staggered region release windows, and tell Live QA and Community to expect the first wave at 09:00 UTC.
The tools that do the workweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Manage live game operations and server stability
+Manage live operations and server stability during the ranked tournament: run the pre-match spike test,…
Manage live game operations and server stability
+Manage live operations and server stability during the ranked tournament: run the pre-match spike test, ensure autoscaling thresholds are tuned, keep the incident channel open to ops and backend leads, and declare incident escalation criteria before the first matches start at 15:00.
The tools that do the workweb
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Coordinate cross-functional teams for live events
+Coordinate cross-functional teams for Friday’s world boss event: schedule the sync with design, backend, QA…
Coordinate cross-functional teams for live events
+Coordinate cross-functional teams for Friday’s world boss event: schedule the sync with design, backend, QA and marketing at 10:00, distribute the event checklist and contact matrix, assign primary and backup leads for payments and matchmaking, and require confirmations by 14:00.
The tools that do the workweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Monitor live game performance metrics
+Monitor live game performance metrics during the weekend stress window: watch latency, error rate and…
Monitor live game performance metrics
+Monitor live game performance metrics during the weekend stress window: watch latency, error rate and concurrency dashboards, flag any region exceeding thresholds to engineering within five minutes, and compile an end-of-day summary for the CTO by 09:00 Monday.
The tools that do the workweb
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Respond to live service issues promptly
+Respond to live service issues immediately when alerts fire: open the incident channel, run the triage…
Respond to live service issues promptly
+Respond to live service issues immediately when alerts fire: open the incident channel, run the triage checklist, assign a remediation owner and a communications lead, activate the rollback plan if stability isn’t restored within 20 minutes, and update stakeholders every 15 minutes.
The tools that do the workweb
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