What it pays
Government survey numbers — not estimates, not ads.
Half of all Computer Occupations, All Other in the U.S. earn more than $116,580 a year — the middle 80% land between $55,940 and $188,470. About 435,370 people in the U.S. do this work. Figures are for the U.S. occupation group “Computer Occupations, All Other”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$116,580typical pay / year
435,370people in this work
$188,470+top 10% earn
₹4.6 lakha year in India (family avg)
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.
Keeping the record1
Administer document management systems
+Audit the channel's video and contract archive, consolidate final masters and sponsorship agreements into a…
Administer document management systems
+Audit the channel's video and contract archive, consolidate final masters and sponsorship agreements into a single organized library, tag each item with publish rights and expiry dates, and notify the legal lead and distributor of any missing clearances by Friday.
The tools that do the workAdobe Acrobatjob descriptionsO*NET
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The daily work19
Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
+Build a searchable taxonomy for game assets and marketing copy that captures genre, platform, age rating,…
Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
+Build a searchable taxonomy for game assets and marketing copy that captures genre, platform, age rating, alcohol-related content, country-specific import/export constraints, and file provenance so editors and localization can find and license assets fast.
The tools that do the workExtensible markup language XMLO*NET
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Develop, document, or maintain standards, best practices, or system usage procedures.
+Write and publish a one-page style guide and step-by-step process for tagging new game content, including…
Develop, document, or maintain standards, best practices, or system usage procedures.
+Write and publish a one-page style guide and step-by-step process for tagging new game content, including required fields for alcohol references, export-restricted items, naming conventions, and who to notify in localization and legal when tags affect distribution.
The tools that do the workAdobe InDesignO*NET
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Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
+Collect the latest approved hero art, trailers, and localized copy for the new release, confirm usage rights…
Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
+Collect the latest approved hero art, trailers, and localized copy for the new release, confirm usage rights and any export or alcohol-sale restrictions, then return archived source files to the repository and notify marketing and legal of distribution packages.
The tools that do the workIBM DB2O*NET
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Propose recommendations for improving content management system capabilities.
+Audit the CMS and list gaps: missing metadata for age rating and alcohol references, inconsistent platform…
Propose recommendations for improving content management system capabilities.
+Audit the CMS and list gaps: missing metadata for age rating and alcohol references, inconsistent platform tags, and lack of export-restriction flags; recommend concrete additions and the stakeholders—localization, legal, and distribution—to sign off.
The tools that do the workGoogle AnalyticsO*NET
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Search electronic sources, such as databases or repositories, or manual sources for information.
+Search asset stores, internal folders, and legacy project notes for all references to beverage or alcohol…
Search electronic sources, such as databases or repositories, or manual sources for information.
+Search asset stores, internal folders, and legacy project notes for all references to beverage or alcohol imagery across titles, flag items with export issues or local sale restrictions, and produce a CSV of matches for legal and localization to review.
The tools that do the workLinuxO*NET
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Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
+Set up automated capture of printed playtest forms and physical promotional scans, OCR the text, extract…
Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
+Set up automated capture of printed playtest forms and physical promotional scans, OCR the text, extract metadata fields for title, age rating, and alcohol mentions, and pipe entries into the asset index for editorial review.
The tools that do the workAdobe AcrobatO*NET
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File claims with insurance companies
+Draft and submit insurance claims for the damaged gaming gear shipment: attach the carrier’s damage report,…
File claims with insurance companies
+Draft and submit insurance claims for the damaged gaming gear shipment: attach the carrier’s damage report, commercial invoice, packing list, photos of broken consoles, and the forwarding bill, request liability assessment and reimbursement within 14 days to the stated claims contact.
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Analyze, interpret, or disseminate system performance data.
+Review the latest game server performance logs and player metric summaries, interpret spikes and latency…
Analyze, interpret, or disseminate system performance data.
+Review the latest game server performance logs and player metric summaries, interpret spikes and latency trends, and write a short report for the production lead explaining root causes, urgency, and two concrete fixes to test by Wednesday.
The tools that do the workGoogle AnalyticsO*NET
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Capture electronic content
+Record two 60‑second gameplay clips showing the new boss encounter from player view and spectator view,…
Capture electronic content
+Record two 60‑second gameplay clips showing the new boss encounter from player view and spectator view, capture high‑quality system audio, trim each to the best 30 seconds, and upload both to the shared content folder before end of day Saturday.
The tools that do the workLinuxjob descriptions
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Enter data into systems
+Enter the last week’s streamer schedule, viewership numbers, and sponsored product mentions into the campaign…
Enter data into systems
+Enter the last week’s streamer schedule, viewership numbers, and sponsored product mentions into the campaign tracking sheet so totals auto‑recalculate and flag any missing streams for follow up by Tuesday morning.
The tools that do the workGoogle Analyticsjob descriptions
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Process information
+Aggregate player feedback, bug reports, and telemetry for the new patch, prioritise issues by player impact…
Process information
+Aggregate player feedback, bug reports, and telemetry for the new patch, prioritise issues by player impact and frequency, and produce a one‑page brief for the design director with recommended triage for the next sprint.
The tools that do the workGoogle Analyticsjob descriptions
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Have and apply deep knowledge of import and export goods
+Map the export path for physical merch shipments to Europe, list required customs documents and HS codes for…
Have and apply deep knowledge of import and export goods
+Map the export path for physical merch shipments to Europe, list required customs documents and HS codes for bottled beverages, confirm freight forwarder contact details, and send the packet to procurement with a two‑day turnaround request.
The tools that do the workExtensible markup language XMLESCO
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Include customs clearance and documentation
+Prepare clearance paperwork for the next merch shipment: fill commercial invoice, packing list, and…
Include customs clearance and documentation
+Prepare clearance paperwork for the next merch shipment: fill commercial invoice, packing list, and alcohol‑sales declarations, verify HS codes and duty estimates, then share the completed packet with the nominated forwarder by Thursday.
The tools that do the workAdobe AcrobatESCO
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International import export regulations
+Check the current import rules for shipping bottled beverages from Spain to the US, list required…
International import export regulations
+Check the current import rules for shipping bottled beverages from Spain to the US, list required certificates, duty estimates, and three risky line items for our game-pack promo by Wednesday so I can brief legal.
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Communicate with shipment forwarders
+Confirm pickup and delivery windows with Global Forwarding Ltd for the Poland dispatch, get the booking…
Communicate with shipment forwarders
+Confirm pickup and delivery windows with Global Forwarding Ltd for the Poland dispatch, get the booking reference, carrier ETA, required pallet dimensions and hazmat notes, and flag any customs hold risks before Friday noon.
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Beverage products
+Draft a product brief for our bottled energy drink listing ingredients, ABV, volume, suggested retail…
Beverage products
+Draft a product brief for our bottled energy drink listing ingredients, ABV, volume, suggested retail positioning, and three marketing claims we can legally make in the UK to hand to creative and compliance by Tuesday.
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Apply regulations regarding the sale of alcoholic beverages
+Summarise the UK and California rules that affect selling promotional alcoholic cans with game keys, state…
Apply regulations regarding the sale of alcoholic beverages
+Summarise the UK and California rules that affect selling promotional alcoholic cans with game keys, state minimum age wording, required on-pack warnings, and three compliance changes to watch this quarter for the studio compliance lead.
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Have computer literacy
+Run a basic systems check and list the software access I need to assemble campaign assets, schedule…
Have computer literacy
+Run a basic systems check and list the software access I need to assemble campaign assets, schedule shipments, and track orders, include any missing credentials and who to call to restore access by end of day.
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Food and beverage industry
+Prepare a distribution plan for sampling at three gaming events that explains alcohol handling, temp control…
Food and beverage industry
+Prepare a distribution plan for sampling at three gaming events that explains alcohol handling, temp control for drinks, supplier contacts, cost per sample, and liability coverage so procurement can approve next Tuesday.
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Says who?
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Activities this job lives in
The human activities behind the tasks — each with its honest AI ceiling.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
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