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
+Review and standardise the document repository: apply the naming convention, set access rights by role,…
Administer document management systems
+Review and standardise the document repository: apply the naming convention, set access rights by role, migrate import/export compliance certificates into the approved folder, and run a permissions audit with the logistics lead before month end.
The tools that do the workIBM WebSphere MQIBM DB2job descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
The daily work19
File claims with insurance companies
+Prepare complete claim packages for the three damaged beverage shipments from Rotterdam, attach the carrier…
File claims with insurance companies
+Prepare complete claim packages for the three damaged beverage shipments from Rotterdam, attach the carrier bills, phytosanitary certificates, photos, and invoices, then submit each claim to its insurer and confirm claim numbers with the forwarders by end of day Friday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
+Create a document classification taxonomy for the beverage import team that captures product type, country of…
Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
+Create a document classification taxonomy for the beverage import team that captures product type, country of origin, alcohol percentage, customs HS code, and certificate status, then map current repository files to those fields and highlight missing metadata by Friday.
The tools that do the workExtensible markup language XMLO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop, document, or maintain standards, best practices, or system usage procedures.
+Write and publish a short standards guide for content contributors explaining required metadata, naming…
Develop, document, or maintain standards, best practices, or system usage procedures.
+Write and publish a short standards guide for content contributors explaining required metadata, naming conventions, versioning, and the approval workflow for export/import compliance documents, circulate to procurement and compliance by Thursday.
The tools that do the workAdobe AcrobatO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
+Pull the latest product spec sheets, certificates of analysis, and shipping manifests for the South Africa…
Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
+Pull the latest product spec sheets, certificates of analysis, and shipping manifests for the South Africa beer line from the repository, log who checked them out, deliver copies to logistics and marketing, and return originals to the repository after confirmatory scan by Tuesday.
The tools that do the workIBM DB2O*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Propose recommendations for improving content management system capabilities.
+Draft a short recommendation memo proposing three CMS improvements: mandatory metadata fields for alcohol…
Propose recommendations for improving content management system capabilities.
+Draft a short recommendation memo proposing three CMS improvements: mandatory metadata fields for alcohol content and HS code, an automated metadata completeness checker, and a user-friendly tag schema for marketing; include estimated effort and benefits for compliance team review next week.
The tools that do the workGoogle AnalyticsExtensible markup language XMLO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Search electronic sources, such as databases or repositories, or manual sources for information.
+Search internal databases and shared drives for all documents mentioning HS code 2203, certificates for malt…
Search electronic sources, such as databases or repositories, or manual sources for information.
+Search internal databases and shared drives for all documents mentioning HS code 2203, certificates for malt beverages, and carrier booking references for shipments to Germany this quarter, compile results with source links and a short relevance note for customs by end of day Wednesday.
The tools that do the workIBM DB2O*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
+Set up a batch scanning workflow for incoming customs paperwork: scan at 300 dpi, OCR text, auto-tag with…
Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
+Set up a batch scanning workflow for incoming customs paperwork: scan at 300 dpi, OCR text, auto-tag with product and HS code from the barcode, validate OCR against required fields, and push images and extracted metadata into the repository by next Monday.
The tools that do the workLinuxO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Analyze, interpret, or disseminate system performance data.
+Review last quarter's system performance logs for content delivery errors, identify the three recurring…
Analyze, interpret, or disseminate system performance data.
+Review last quarter's system performance logs for content delivery errors, identify the three recurring failure modes affecting regional storefronts, estimate their business impact in lost orders, and write a one‑page brief with recommended fixes for the ops lead by Wednesday.
The tools that do the workGoogle AnalyticsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Capture electronic content
+Scan the new product brochures and packaging scans, extract all text and label assets into the content…
Capture electronic content
+Scan the new product brochures and packaging scans, extract all text and label assets into the content repository, verify alcohol warning language meets destination rules, and flag any missing supplier certificates for follow up with procurement today.
The tools that do the workAdobe Acrobatjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Enter data into systems
+Enter the incoming shipment details from the Mauritius consignment into the master product ledger, include HS…
Enter data into systems
+Enter the incoming shipment details from the Mauritius consignment into the master product ledger, include HS codes, alcohol by volume, carton counts, and declared value so customs and finance can reconcile before Friday's cut-off.
The tools that do the workIBM DB2job descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Process information
+Take the raw compliance reports, reconcile license expiry dates and country restrictions against current…
Process information
+Take the raw compliance reports, reconcile license expiry dates and country restrictions against current SKUs, flag any at-risk markets, and produce a prioritized action list for the regulatory manager within two business days.
The tools that do the workExtensible markup language XMLjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Have and apply deep knowledge of import and export goods
+Review the supplier invoices and bills of lading, confirm commodity descriptions and invoice values match…
Have and apply deep knowledge of import and export goods
+Review the supplier invoices and bills of lading, confirm commodity descriptions and invoice values match declared HS codes, note discrepancies for the customs broker, and draft corrected commercial invoices to clear the Budapest shipment.
The tools that do the workLinuxESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Include customs clearance and documentation
+Compile complete customs clearance packs for the Santiago order: commercial invoice, packing list,…
Include customs clearance and documentation
+Compile complete customs clearance packs for the Santiago order: commercial invoice, packing list, certificates of origin, and alcohol license copies; check each document for required signatures and deliver the packet to the forwarder by end of day.
The tools that do the workAdobe AcrobatESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
International import export regulations
+Check the latest import/export compliance sheet for the whisky SKU list, flag any countries where excise or…
International import export regulations
+Check the latest import/export compliance sheet for the whisky SKU list, flag any countries where excise or labeling rules changed in the last 90 days, and draft a short memo to Legal and Logistics listing required actions and deadlines.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Communicate with shipment forwarders
+Confirm booking details with our freight forwarder for the Glasgow-to-Hamburg pallet shipment, ask for…
Communicate with shipment forwarders
+Confirm booking details with our freight forwarder for the Glasgow-to-Hamburg pallet shipment, ask for Incoterms, estimated arrival date, required customs documents, and update Procurement and the warehouse manager with any hold or demurrage risks.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Beverage products
+Prepare a one-page product spec for the new botanical liqueur SKU including alcohol by volume, net volume,…
Beverage products
+Prepare a one-page product spec for the new botanical liqueur SKU including alcohol by volume, net volume, ingredient allergens, and intended retail markets, then send it to R&D and Sales so customs codes and marketing claims can be confirmed.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Apply regulations regarding the sale of alcoholic beverages
+Review the proposed on- and off-premise sales text for the new gin, identify any wording that might breach…
Apply regulations regarding the sale of alcoholic beverages
+Review the proposed on- and off-premise sales text for the new gin, identify any wording that might breach per-country advertising or age-restriction rules, and send a redlined version with citations to Legal and Brand by Thursday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Have computer literacy
+Audit shared drives for outstanding content tasks, list any missing product photos, spec sheets, or…
Have computer literacy
+Audit shared drives for outstanding content tasks, list any missing product photos, spec sheets, or certificates needed to ship to EU retailers, assign owners with due dates, and notify the creative lead and warehouse supervisor.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Food and beverage industry
+Compile a short briefing on trends and regulations in the food and beverage industry that affect our…
Food and beverage industry
+Compile a short briefing on trends and regulations in the food and beverage industry that affect our portfolio—labeling, traceability, and cross-border taxes—and email the executive team with three recommended near-term actions.
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.
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.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
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