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
+Organise the curriculum repository so each course pack has a single source file, remove duplicate drafts, tag…
Administer document management systems
+Organise the curriculum repository so each course pack has a single source file, remove duplicate drafts, tag final versions with the version number and export date, and notify Maria in ops and Sam in compliance by Wednesday with a link to the master pack.
The tools that do the workLinuxExtensible markup language XMLjob 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.
+Design a document classification taxonomy for course materials and assessments that separates regulatory…
Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
+Design a document classification taxonomy for course materials and assessments that separates regulatory files (import/export, alcohol sale rules), product data (beverage specs), and communications with forwarders, then map every current asset to those categories and flag gaps by Friday.
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 concise standards guide for content creators covering naming conventions, metadata…
Develop, document, or maintain standards, best practices, or system usage procedures.
+Write and publish a concise standards guide for content creators covering naming conventions, metadata fields, regulatory tagging for international import/export and alcohol-related lessons, version control steps, and an approval checklist to use from now on.
The tools that do the workExtensible markup language XMLO*NET
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Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
+Retrieve the latest lesson assets and supporting regulatory documents for the beverage compliance module,…
Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
+Retrieve the latest lesson assets and supporting regulatory documents for the beverage compliance module, deliver editable copies to the localization team, record checked-out items and return updated files to the repository within two business days.
The tools that do the workIBM DB2O*NET
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Propose recommendations for improving content management system capabilities.
+Review the CMS and submit three prioritized recommendations to improve search and tagging for lessons on…
Propose recommendations for improving content management system capabilities.
+Review the CMS and submit three prioritized recommendations to improve search and tagging for lessons on beverage products and export rules, focusing on taxonomy, metadata capture, and reporter workflows with examples from recent user searches.
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 the content repository and manual archives for all references to international import/export…
Search electronic sources, such as databases or repositories, or manual sources for information.
+Search the content repository and manual archives for all references to international import/export procedures and alcohol sale regulations used in courses, compile citations and missing content items, and hand the list to curriculum lead by Wednesday.
The tools that do the workIBM DB2O*NET
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Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
+Set up and run a batch capture workflow to scan physical instructor notes and shipping correspondence,…
Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
+Set up and run a batch capture workflow to scan physical instructor notes and shipping correspondence, extract metadata for supplier and forwarder names, tag resulting files with beverage product identifiers and regulatory flags, then ingest into the archive.
The tools that do the workLinuxO*NET
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Analyze, interpret, or disseminate system performance data.
+Review last quarter’s learner performance dashboard, interpret drops in completion for the Brazil spirits…
Analyze, interpret, or disseminate system performance data.
+Review last quarter’s learner performance dashboard, interpret drops in completion for the Brazil spirits compliance module, flag three likely causes with supporting metrics, and prepare a one‑page brief for Cara in Product by Tuesday noon.
The tools that do the workGoogle AnalyticsO*NET
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Capture electronic content
+Record and upload the new screencasts and voiceover for the export compliance mini‑course, trim each clip to…
Capture electronic content
+Record and upload the new screencasts and voiceover for the export compliance mini‑course, trim each clip to five minutes, add closed captions, and notify Miguel in Curriculum when files are ready.
The tools that do the workAdobe Photoshopjob descriptions
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Enter data into systems
+Enter the 120 translated quiz questions, learner thresholds, and version codes into the course database,…
Enter data into systems
+Enter the 120 translated quiz questions, learner thresholds, and version codes into the course database, verify there are no missing answer keys, and send a confirmation to Priya in Localization when complete.
The tools that do the workIBM DB2job descriptions
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Process information
+Consolidate trainee feedback, assessment scores, and module timestamps into a single report, normalise…
Process information
+Consolidate trainee feedback, assessment scores, and module timestamps into a single report, normalise timestamps to UTC, highlight content bottlenecks for facilitators, and share the report with Sam in Learning Ops.
The tools that do the workLinuxjob descriptions
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Have and apply deep knowledge of import and export goods
+Audit the supply chain learning module for accuracy on HS codes, duty rates, and licence requirements for…
Have and apply deep knowledge of import and export goods
+Audit the supply chain learning module for accuracy on HS codes, duty rates, and licence requirements for alcoholic beverages, correct three factual errors, and circulate the revised module to Legal for sign‑off.
The tools that do the workExtensible markup language XMLESCO
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Include customs clearance and documentation
+Compile commercial invoices, packing lists, and certificates of origin used in the customs lesson, convert…
Include customs clearance and documentation
+Compile commercial invoices, packing lists, and certificates of origin used in the customs lesson, convert them into print‑ready PDFs with annotations explaining each field, and send the packet to Tomas the logistics trainer.
The tools that do the workAdobe AcrobatESCO
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File claims with insurance companies
+Prepare and submit claims for the damaged textbook shipment to Global Insurance and TransPacific Mutual,…
File claims with insurance companies
+Prepare and submit claims for the damaged textbook shipment to Global Insurance and TransPacific Mutual, include the bill of lading, commercial invoice, photos of water damage, and the forwarder’s survey report, request acknowledgement within five business days.
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International import export regulations
+Draft a 900-word lesson module explaining international import and export regulations that apply when…
International import export regulations
+Draft a 900-word lesson module explaining international import and export regulations that apply when shipping bottled beverages from the UK to the EU, include key customs codes, required certificates, and two short case studies we can turn into quizzes by Wednesday.
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Communicate with shipment forwarders
+Write an email to FreightForward Ltd and to our logistics manager, Sam Patel, listing shipment details for 2…
Communicate with shipment forwarders
+Write an email to FreightForward Ltd and to our logistics manager, Sam Patel, listing shipment details for 2 pallets of cider, asking for estimated transit times, HS codes used, insurance options, and any special handling for alcohol labels, with a reply requested by Tuesday at 5pm.
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Beverage products
+Create a one-page learner brief about beverage product categories we teach—beer, cider, wine,…
Beverage products
+Create a one-page learner brief about beverage product categories we teach—beer, cider, wine, spirits—covering ingredients, typical alcohol by volume ranges, labelling elements, and one classroom activity comparing two products, due Monday.
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Apply regulations regarding the sale of alcoholic beverages
+Prepare a compliance checklist for selling alcoholic beverages online in the UK and EU that our course can…
Apply regulations regarding the sale of alcoholic beverages
+Prepare a compliance checklist for selling alcoholic beverages online in the UK and EU that our course can use: age verification options, mandatory warnings, excise duties, restricted marketing rules, and a short sample policy for platform vendors, deliver by Friday.
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Have computer literacy
+Assemble a short digital skills appendix for the course showing how to format CSV inventories, extract…
Have computer literacy
+Assemble a short digital skills appendix for the course showing how to format CSV inventories, extract supplier contacts, and verify certificates online so non-technical learners can complete export tasks, with screenshots and step notes by Thursday.
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Food and beverage industry
+Compile a sector overview for the food and beverage industry focusing on regulation, supply chain risks, and…
Food and beverage industry
+Compile a sector overview for the food and beverage industry focusing on regulation, supply chain risks, and consumer trends affecting small producers, include three recommended further readings and one scenario for classroom discussion, ready Monday morning.
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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