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.
Analysing4
Assess consumer demand
+Estimate demand for our mid‑market support package next quarter: combine recent purchase volumes, lead…
Assess consumer demand
+Estimate demand for our mid‑market support package next quarter: combine recent purchase volumes, lead velocity trends, and competitor pricing shifts, forecast monthly license demand, and produce a two‑slide recommendation for pricing and inventory planning by next Tuesday.
The tools that do the workApache HiveAmazon RedshiftESCOjob descriptionsO*NET
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Develop marketing insights
+Turn the customer behaviour dataset into actionable marketing insights: segment buyers by recency and value,…
Develop marketing insights
+Turn the customer behaviour dataset into actionable marketing insights: segment buyers by recency and value, identify the top three unmet needs exposed in open feedback, recommend two targeted campaigns with estimated uplift, and deliver a one‑page brief to marketing by Thursday.
The tools that do the workAmazon RedshiftCanvaESCOjob descriptions
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Research target markets
+Map three high-potential target markets by combining our last 24 months of customer segments, competitor…
Research target markets
+Map three high-potential target markets by combining our last 24 months of customer segments, competitor presence, and external economic indicators, prioritise by revenue opportunity and customer need, and deliver a one-page brief by Wednesday noon.
The tools that do the workAmazon RedshiftESCOjob descriptions
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Monitor market conditions
+Set up continuous monitoring for market conditions affecting our subscription cohort: track competitor…
Monitor market conditions
+Set up continuous monitoring for market conditions affecting our subscription cohort: track competitor pricing moves, five macro indicators, and daily shifts in customer purchase frequency, flag material changes and send a weekly summary every Monday morning.
The tools that do the workApache Hivejob descriptionsO*NET
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Convincing1
Make recommendations for product positioning
+Recommend three differentiated product positioning options for our loyalty tier by synthesising internal…
Make recommendations for product positioning
+Recommend three differentiated product positioning options for our loyalty tier by synthesising internal product strengths, recent buying trends, and unmet customer needs, state the expected revenue impact and one implementation risk, deliver as a one-page memo by Friday.
The tools that do the workAsanaESCOjob descriptions
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Keeping the record1
Create presentations for management
+Prepare a concise management presentation that explains customer behaviour shifts, the top three growth…
Create presentations for management
+Prepare a concise management presentation that explains customer behaviour shifts, the top three growth opportunities, and recommended next steps, include two charts from recent CRM data and a one-slide risks and dependencies page, for Tuesday's exec meeting.
The tools that do the workCanvajob descriptionsO*NET
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The daily work14
Analyse internal factors of companies
+Analyse the internal factors for Acme Retail and GreenFoods by comparing CRM customer lifecycle metrics,…
Analyse internal factors of companies
+Analyse the internal factors for Acme Retail and GreenFoods by comparing CRM customer lifecycle metrics, customer service ticket themes, product return reasons and sales rep activity for Q1–Q2, then summarise three operational weaknesses that need leadership attention.
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Analyse consumer buying trends
+Analyse buying trends for our core loyalty segment by pulling purchase frequency, average basket, category…
Analyse consumer buying trends
+Analyse buying trends for our core loyalty segment by pulling purchase frequency, average basket, category shifts and promo responsiveness across the past 12 months, then identify two emerging preferences and recommend one test we should run before the next campaign.
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Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
+Prepare a one-page findings report from the last quarter's CRM dataset, include a clear executive summary,…
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
+Prepare a one-page findings report from the last quarter's CRM dataset, include a clear executive summary, three charts showing churn, repeat purchase rate, and average order value by cohort, and write 300–400 words of plain conclusions and recommended next steps.
The tools that do the workAmazon RedshiftO*NET
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Measure and assess customer and employee satisfaction.
+Run the latest satisfaction survey results, calculate Net Promoter Score and Employee Engagement Index,…
Measure and assess customer and employee satisfaction.
+Run the latest satisfaction survey results, calculate Net Promoter Score and Employee Engagement Index, compare both to the previous quarter, flag any segments below target, and write a one-page assessment with actions to improve scores.
The tools that do the workApache HiveO*NET
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Direct trained survey interviewers.
+Schedule and brief the five trained phone interviewers for tomorrow's wave: give them the revised script,…
Direct trained survey interviewers.
+Schedule and brief the five trained phone interviewers for tomorrow's wave: give them the revised script, quotas by demographic, soft-goal answers to probe deeper, and a checklist to record completion and data quality issues at the end of each shift.
The tools that do the workAsanaO*NET
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Develop and implement procedures for identifying advertising needs.
+Design and document the new ad-needs procedure: define trigger conditions from sales and CRM signals, a…
Develop and implement procedures for identifying advertising needs.
+Design and document the new ad-needs procedure: define trigger conditions from sales and CRM signals, a prioritisation rubric, approval steps with owners, and a two-week pilot to validate before scaling.
The tools that do the workAsanaO*NET
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Design surveys and research methods
+Draft the customer and market survey instrument for product-market fit testing: include screening criteria,…
Design surveys and research methods
+Draft the customer and market survey instrument for product-market fit testing: include screening criteria, ten behavioural questions, three attitudinal scales, routing logic, and a data dictionary for analysis.
The tools that do the workCanvajob descriptions
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Present findings to stakeholders
+Prepare a 12-minute stakeholder presentation: five slides summarising objectives, top three findings with…
Present findings to stakeholders
+Prepare a 12-minute stakeholder presentation: five slides summarising objectives, top three findings with visuals, business impact scenarios, recommended actions with owners and dates, and an appendix with methodology and raw metrics.
The tools that do the workCanvajob descriptions
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Track trends in consumer behavior
+Track shifts in purchase patterns over the past 12 months by cohort, flag rising product categories and…
Track trends in consumer behavior
+Track shifts in purchase patterns over the past 12 months by cohort, flag rising product categories and customer segments, produce a one-page trend brief with charts and three recommended tests to validate why they changed.
The tools that do the workAmazon Redshiftjob descriptions
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Study competitor activities
+Compile competitor activity for the last quarter: pricing moves, new offers, channel promotions and loyalty…
Study competitor activities
+Compile competitor activity for the last quarter: pricing moves, new offers, channel promotions and loyalty tweaks, summarise likely impacts on our retention, and recommend two tactical responses for the growth team.
The tools that do the workAmazon Redshiftjob descriptions
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Develop new research techniques
+Design three small research methods we can run next month to uncover unmet customer needs — one survey, one…
Develop new research techniques
+Design three small research methods we can run next month to uncover unmet customer needs — one survey, one behavioural intercept, one incentive A/B test — with sample sizes, timing and what a positive signal looks like.
The tools that do the workAsanajob descriptions
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Use statistical techniques for data analysis
+Apply statistical techniques to the last six months of purchase and touchpoint data to test whether channel…
Use statistical techniques for data analysis
+Apply statistical techniques to the last six months of purchase and touchpoint data to test whether channel and promotion interact with cohort retention, produce significance tests, effect sizes and an executive summary.
The tools that do the workAmazon Redshiftjob descriptions
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Study it to draw conclusions
+Study the customer behaviour dataset from onboarding through three months and draw conclusions about drop-off…
Study it to draw conclusions
+Study the customer behaviour dataset from onboarding through three months and draw conclusions about drop-off reasons, list three actionable changes and estimate their likely impact on lifetime value.
The tools that do the workAmazon RedshiftESCO
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Define the way they can be reached
+Define how target segments should be reached: propose preferred channels, messaging tone, cadence and two…
Define the way they can be reached
+Define how target segments should be reached: propose preferred channels, messaging tone, cadence and two trigger-based touchpoints for the loyalty programme, with expected open and conversion benchmarks.
The tools that do the workAsanaESCO
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Says who?
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Same family of work — each with its own tasks and prompts.
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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