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.
Analyze match footage and generate reports
+Watch last night's VCT match footage, tag each round's utility use, entry timings and rotations, pull the…
Analyze match footage and generate reports
+Watch last night's VCT match footage, tag each round's utility use, entry timings and rotations, pull the kill/death heatmaps and economy swings, then write a two-page report with three tactical takeaways for coaches by noon Wednesday.
The tools that do the workShadow.ggGRIDweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Keep up to date with game updates and meta changes
+Track today's patch notes and the official patch thread, log every weapon and agent change, compare win-rate…
Keep up to date with game updates and meta changes
+Track today's patch notes and the official patch thread, log every weapon and agent change, compare win-rate and pick-rate deltas over the last three weeks, and produce a one-page meta brief with suggested practice priorities by Friday.
The tools that do the workCloud NotebooksSQLweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Identify strengths and weaknesses of players and teams
+Aggregate the last 20 games for each starter, compute per-map impact metrics, create a ranked strengths and…
Identify strengths and weaknesses of players and teams
+Aggregate the last 20 games for each starter, compute per-map impact metrics, create a ranked strengths and weaknesses table with examples of play that illustrate each point, and deliver a one-page summary for the head coach before training tomorrow.
The tools that do the workPythonTableauweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop strategies based on opponent analysis
+Review the next opponent's seven most recent matches, map their default executes, timing windows and favored…
Develop strategies based on opponent analysis
+Review the next opponent's seven most recent matches, map their default executes, timing windows and favored sightlines, draft three counter-strategies with drillable practice steps and assign responsibilities to coach and captains by Monday morning.
The tools that do the workGRIDShadow.ggweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Communicate data insights to players and coaching staff
+Convert match analytics into a one-page visual brief for the roster: highlight the top three actionable…
Communicate data insights to players and coaching staff
+Convert match analytics into a one-page visual brief for the roster: highlight the top three actionable numbers each player must improve, attach two short clip examples, and present it at the next team review on Thursday.
The tools that do the workTableauShadow.ggweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Record and review gameplay videos for performance improvement
+Record the scrim and official match sessions this week, tag death timing, positioning and decision forks,…
Record and review gameplay videos for performance improvement
+Record the scrim and official match sessions this week, tag death timing, positioning and decision forks, extract eight clips showing recurring mistakes, and compile a 10-minute review video with voiceover notes for Wednesday practice.
The tools that do the workShadow.ggCloud Notebooksweb
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.
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The rest of the map
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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