What it pays
Government survey numbers — not estimates, not ads.
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).
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.
Learning3
Manage social media marketing initiatives
+Schedule and coordinate the Q3 social campaigns for North America and EMEA, assign creative briefs, set KPIs…
Manage social media marketing initiatives
+Schedule and coordinate the Q3 social campaigns for North America and EMEA, assign creative briefs, set KPIs and publish dates, attach creative direction and weekly progress report, notify Hannah in Brand and Ravi in Insights by next Tuesday.
The tools that do the workHubSpotO*NETWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Optimize website content for search engines
+Audit the homepage and product pages for keyword relevance and meta descriptions, prioritise five pages to…
Optimize website content for search engines
+Audit the homepage and product pages for keyword relevance and meta descriptions, prioritise five pages to rewrite for conversion, create a content brief with target terms and performance targets, share with Liza in SEO and the web team by Friday noon.
The tools that do the workGoogle Analyticsjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Create content strategies for digital media.
+Draft a three-month digital content plan aligned to the global product launch: list themes, formats,…
Create content strategies for digital media.
+Draft a three-month digital content plan aligned to the global product launch: list themes, formats, channels, required assets and publishing cadence, map owner for each piece and circulate to Maya in Content and Jonas in Paid Media by Monday.
The tools that do the workMarketo Marketing AutomationO*NETWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Move1
Collaborate with content, design, and product teams
+Set a weekly working session with content, design, and product to align the roadmap: share the content…
Collaborate with content, design, and product teams
+Set a weekly working session with content, design, and product to align the roadmap: share the content calendar, discuss three priority experiments, assign owners, and record decisions in the shared project brief before Monday's standup.
The tools that do the workHubSpotjob descriptionsO*NETWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Keeping the record1
Define and monitor SEO KPIs
+Define the SEO dashboard: track organic sessions, click-through rate, and ranking for ten target keywords,…
Define and monitor SEO KPIs
+Define the SEO dashboard: track organic sessions, click-through rate, and ranking for ten target keywords, set weekly alerts for drops over 10 percent, and report the first snapshot to the marketing director on Tuesday.
The tools that do the workGoogle AnalyticsElasticsearchjob descriptionsO*NETWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
The daily work16
Implement mobile advertising strategies
+Design and roll out a two-week mobile ad push for the new hydrating serum: map creative sizes for high,…
Implement mobile advertising strategies
+Design and roll out a two-week mobile ad push for the new hydrating serum: map creative sizes for high, medium and low inventory, set daily budgets per region, prioritise UK and Germany, link landing pages with UTM tags, and send campaign brief and forecast to Marco in paid media by Wednesday morning.
The tools that do the workFacebookWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Automate advertising processes using software systems
+Automate the top-funnel to mid-funnel ad workflow: create triggers to add cold responders to a nurture…
Automate advertising processes using software systems
+Automate the top-funnel to mid-funnel ad workflow: create triggers to add cold responders to a nurture sequence, auto-tag leads by ad creative and source, set frequency caps, and produce a monitoring dashboard so Anika and I can review daily performance and exceptions each morning.
The tools that do the workMarketo Marketing AutomationWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Advise and develop strategies for brand entry
+Draft a market-entry playbook for launching in Spain: outline positioning, three recommended channel mixes,…
Advise and develop strategies for brand entry
+Draft a market-entry playbook for launching in Spain: outline positioning, three recommended channel mixes, comms calendar for first 90 days, competitor risks, sample creative angles, and an activation budget estimate — deliver the deck to Javier and the regional team by next Tuesday for review.
The tools that do the workGoogle AnalyticsESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Perform previous studies of perception of customers
+Run a perception study synthesis for our premium line: collect last six months of survey responses and social…
Perform previous studies of perception of customers
+Run a perception study synthesis for our premium line: collect last six months of survey responses and social feedback, code sentiment by theme, highlight three major perception gaps versus competitors, and produce a one-page recommendations memo for product and customer experience by Friday noon.
The tools that do the workGoogle Looker AnalyticsESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Conduct keyword research and competitor analysis
+Map the brand's top three service pages, pull search volume and intent data for our five priority keywords,…
Conduct keyword research and competitor analysis
+Map the brand's top three service pages, pull search volume and intent data for our five priority keywords, compare on-page and backlink profiles against BrightLine Creative and Axis Retail, then deliver a ranked keyword opportunity list and a one-page competitor insights memo by Thursday.
The tools that do the workElasticsearchjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Stay updated on digital advertising trends and tools
+Compile a one-page briefing each Friday summarising new ad formats, bidding models, and measurement tools…
Stay updated on digital advertising trends and tools
+Compile a one-page briefing each Friday summarising new ad formats, bidding models, and measurement tools seen this week, note three tactics our regional teams should test, and flag any platform changes that require updating the global media playbook.
The tools that do the workGoogle Analyticsjob descriptionsWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.
+Assemble a short list of five local search and map listing partners for Chicago and Austin, get current…
Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.
+Assemble a short list of five local search and map listing partners for Chicago and Austin, get current placement rates and review windows, negotiate fixed three-month trial placements for neighborhood categories, and report committed listings and costs to procurement by next Wednesday.
The tools that do the workHubSpotO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Implement online customer service processes to ensure positive and consistent user experiences.
+Design an online customer service workflow that ensures response within four business hours, standardizes…
Implement online customer service processes to ensure positive and consistent user experiences.
+Design an online customer service workflow that ensures response within four business hours, standardizes tone across email, chat and social, defines escalation to regional ops after 24 hours, and create a one-page training checklist for frontline agents by Tuesday.
The tools that do the workMarketo Marketing AutomationO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.
+Outline three integration approaches to sync our product catalog and order status with the ERP so marketing…
Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.
+Outline three integration approaches to sync our product catalog and order status with the ERP so marketing pages show live availability, list required data fields, security considerations, and recommend the least disruptive option with a timeline and resource estimate.
The tools that do the workJavaScriptO*NET
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 online transaction or security policies.
+Draft an online transactions and security policy covering payment flow, customer data retention, two-factor…
Assist in the development of online transaction or security policies.
+Draft an online transactions and security policy covering payment flow, customer data retention, two-factor authentication for account changes, and breach notification timelines, then circulate to legal and IT for comment with a one-week review deadline.
The tools that do the workHypertext markup language HTMLO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff.
+Draft detailed product requirements for our new premium headphones using the market research I shared, align…
Define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff.
+Draft detailed product requirements for our new premium headphones using the market research I shared, align features with the global brand strategy, list UX constraints for design and technical feasibility, and circulate to Maya in UX and Raj in engineering for feedback by Tuesday.
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?
Assist in the evaluation or negotiation of contracts with vendors or online partners.
+Prepare a negotiation brief for the display ad partnership with BrightReach: summarise traffic and conversion…
Assist in the evaluation or negotiation of contracts with vendors or online partners.
+Prepare a negotiation brief for the display ad partnership with BrightReach: summarise traffic and conversion metrics from the last six months, list non-negotiables on pricing and data sharing, propose fallback terms, and send to Legal and procurement for review before Friday's call.
The tools that do the workHubSpotO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Resolve product availability problems in collaboration with customer service staff.
+Resolve the low-stock issue for the bestselling travel bag by mapping demand signals from support tickets and…
Resolve product availability problems in collaboration with customer service staff.
+Resolve the low-stock issue for the bestselling travel bag by mapping demand signals from support tickets and recent campaigns, propose priority reallocation and a customer communication script, then coordinate the inventory hold with Customer Service and Ops for action today.
The tools that do the workElasticsearchO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Perform on-page SEO and website health audits
+Audit the key product pages for on‑page SEO and site health: run a content and meta review, flag broken links…
Perform on-page SEO and website health audits
+Audit the key product pages for on‑page SEO and site health: run a content and meta review, flag broken links and slow assets, prioritise fixes that affect ranking and conversions, and hand the list to Dev and Content with estimated effort by Wednesday.
The tools that do the workCascading style sheets CSSJavaScriptjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Define role requirements and qualifications
+Write the role profile for a senior product marketer: define responsibilities, required experience with…
Define role requirements and qualifications
+Write the role profile for a senior product marketer: define responsibilities, required experience with global campaigns and market analysis, must‑have communication channels expertise, and list success metrics and interview tasks; send to People and our hiring manager, Lina, by Thursday.
The tools that do the workMicrosoft Accessjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Work with advertising agencies to create ad copy
+Create three headline and body ad copy variations for the spring acquisition push that match the global…
Work with advertising agencies to create ad copy
+Create three headline and body ad copy variations for the spring acquisition push that match the global messaging brief, include tone notes and target audience segments, then share with Creative and Media Buyer Omar for testing next week.
The tools that do the workAdobe PhotoshopWikipedia
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