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.
Analysing5
Assess consumer demand
+Assess current consumer demand for our midpriced home appliances across Illinois by analysing recent purchase…
Assess consumer demand
+Assess current consumer demand for our midpriced home appliances across Illinois by analysing recent purchase rates, income bands, and competitor promotions, produce a one‑page demand scorecard and flag three SKUs at risk by Thursday for the product team.
The tools that do the workAmazon RedshiftESCOjob descriptionsO*NET
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Develop marketing insights
+Develop marketing insights for the upcoming summer campaign by synthesising recent census purchase patterns,…
Develop marketing insights
+Develop marketing insights for the upcoming summer campaign by synthesising recent census purchase patterns, channel performance, and identified customer needs, then write five tactical audience segments with messaging hooks and expected conversion uplift by next Tuesday.
The tools that do the workApache HiveESCOjob descriptions
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Research target markets
+Research target markets for launching the compact washer in the Northeast by comparing household sizes,…
Research target markets
+Research target markets for launching the compact washer in the Northeast by comparing household sizes, appliance replacement rates, and local competitors, deliver a prioritized list of three metros with supporting data and recommended distributor contacts by Friday.
The tools that do the workApache HadoopESCOjob descriptions
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Make recommendations for product positioning
+Make product positioning recommendations for the compact washer by mapping customer needs, competitor value…
Make recommendations for product positioning
+Make product positioning recommendations for the compact washer by mapping customer needs, competitor value propositions, and price sensitivity, produce a positioning statement, three distinct benefit pillars, and suggested launch price within two weeks.
The tools that do the workAmazon RedshiftESCOjob descriptions
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Monitor market conditions
+Monitor market conditions for small home appliances weekly by tracking sales velocity, promotional intensity,…
Monitor market conditions
+Monitor market conditions for small home appliances weekly by tracking sales velocity, promotional intensity, and input cost indices, send a one‑page market watch with alerts for any 10% sales swing to the category director every Monday morning.
The tools that do the workApache Hivejob descriptionsO*NET
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Keeping the record1
Create presentations for management
+Create a management presentation summarising last quarter's consumer trends, competitive moves, and…
Create presentations for management
+Create a management presentation summarising last quarter's consumer trends, competitive moves, and recommended actions with three slides: key metrics, risk/opportunity map, and two recommended next steps; deliver a print‑ready PDF by Wednesday noon.
The tools that do the workApple macOSjob descriptionsO*NET
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The daily work14
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
+Prepare the quarterly findings report: create clear charts that show population change by age and income,…
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
+Prepare the quarterly findings report: create clear charts that show population change by age and income, write a 1,000-word plain-English summary of key drivers and recommendations, then export a print-ready PDF for distribution to policy and planning teams by Wednesday.
The tools that do the workApache HiveAdobe InDesignO*NET
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Measure and assess customer and employee satisfaction.
+Run the latest satisfaction analysis: compile survey responses by demographic, produce satisfaction index…
Measure and assess customer and employee satisfaction.
+Run the latest satisfaction analysis: compile survey responses by demographic, produce satisfaction index charts and a two-page brief explaining score drivers and suggested actions for HR and customer experience leads, deliver the brief and charts by next Tuesday.
The tools that do the workAmazon RedshiftO*NET
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Direct trained survey interviewers.
+Organise and brief the field interviewing team: prepare the weekly interviewer roster, attach interviewer…
Direct trained survey interviewers.
+Organise and brief the field interviewing team: prepare the weekly interviewer roster, attach interviewer scripts and quality checks, highlight target households and response goals, and send the packet with instructions and a Saturday check-in time to all trained interviewers by Friday 10am.
The tools that do the workAsanaO*NET
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Develop and implement procedures for identifying advertising needs.
+Develop a procedure to identify advertising needs: map audience segments from recent census patterns, set…
Develop and implement procedures for identifying advertising needs.
+Develop a procedure to identify advertising needs: map audience segments from recent census patterns, set thresholds that trigger targeted outreach, draft a step-by-step workflow for creative, media and budget owners, and circulate the procedure for feedback by Monday.
The tools that do the workApache HadoopO*NET
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Design surveys and research methods
+Design the new survey and methods: draft questionnaire items targeting household mobility and spending,…
Design surveys and research methods
+Design the new survey and methods: draft questionnaire items targeting household mobility and spending, specify sampling frame, response quotas, and interviewer instructions, then run a pilot of 200 records and report pilot results with recommended changes in five working days.
The tools that do the workApache Hivejob descriptions
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Present findings to stakeholders
+Prepare the stakeholder presentation: assemble headline charts, a one-page executive summary of implications,…
Present findings to stakeholders
+Prepare the stakeholder presentation: assemble headline charts, a one-page executive summary of implications, and speaker notes that explain methods and caveats, rehearse with the analytics lead, and deliver the slide deck and handout to the director and city council on Thursday morning.
The tools that do the workAdobe IllustratorAdobe Acrobatjob descriptions
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Analyse internal factors of companies
+Analyse the company internal factors for the manufacturing sector in the last three fiscal years, produce a…
Analyse internal factors of companies
+Analyse the company internal factors for the manufacturing sector in the last three fiscal years, produce a concise report identifying strengths, weaknesses, headcount and cost drivers, and recommend three actionable changes for the CEO by next Wednesday.
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Analyse consumer buying trends
+Analyse consumer buying trends for our core personal-care category over the past 18 months, segment purchases…
Analyse consumer buying trends
+Analyse consumer buying trends for our core personal-care category over the past 18 months, segment purchases by age and channel, identify shifting preferences and price sensitivity, and summarise three product and pricing implications for the brand team by Friday.
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Track trends in consumer behavior
+Track weekly shifts in household spending by region for the past 24 months, flag significant changes in food,…
Track trends in consumer behavior
+Track weekly shifts in household spending by region for the past 24 months, flag significant changes in food, transport and leisure categories, annotate likely drivers, and prepare a one-page briefing for Mara in Strategic Planning by next Tuesday morning.
The tools that do the workAmazon Redshiftjob descriptions
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Study competitor activities
+Map competitor activity over the last year: catalogue new product launches, price changes and promotional…
Study competitor activities
+Map competitor activity over the last year: catalogue new product launches, price changes and promotional bursts by RivalCo and MarketEdge, rate the likely impact on our regional market share, and send the annotated competitor map to Diego and the product team before Friday.
The tools that do the workApache Hivejob descriptions
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Develop new research techniques
+Design and test two exploratory survey techniques to capture purchase drivers among urban renters, run a…
Develop new research techniques
+Design and test two exploratory survey techniques to capture purchase drivers among urban renters, run a 500-respondent pilot, compare response quality and bias, and deliver recommendations and sample questionnaires to Lian by the 15th.
The tools that do the workApache Hadoopjob descriptions
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Use statistical techniques for data analysis
+Apply time-series decomposition and segmented regression to our retail panel for the past three years,…
Use statistical techniques for data analysis
+Apply time-series decomposition and segmented regression to our retail panel for the past three years, quantify seasonal and promotional effects, produce charts of fitted versus actual for each segment, and hand the results with code to Priya by Wednesday.
The tools that do the workAmazon Redshiftjob descriptions
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Study it to draw conclusions
+Study the online purchase logs and call-centre transcripts for northeast customers from January to June,…
Study it to draw conclusions
+Study the online purchase logs and call-centre transcripts for northeast customers from January to June, identify top three pain points and three emergent needs, and write a two-page conclusion with evidence for the CX and Sales leads by Friday noon.
The tools that do the workApache HiveESCO
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Define the way they can be reached
+Define reachable segments for our loyalty campaign by combining purchase frequency, channel preference and…
Define the way they can be reached
+Define reachable segments for our loyalty campaign by combining purchase frequency, channel preference and postcode data, list the contact method and expected open rate for each segment, and deliver a targeting table to Nina in Growth by Monday.
The tools that do the workAmazon RedshiftESCO
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Says who?
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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