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.
Learning5
Assess consumer demand
+Assess current consumer demand for our labelled-image service by pulling last six months of purchase and…
Assess consumer demand
+Assess current consumer demand for our labelled-image service by pulling last six months of purchase and query trends, compare against competitor activity and economic signals, highlight top three unmet needs and a demand-risk score by Friday.
The tools that do the workAmazon RedshiftESCOjob descriptionsO*NET
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Develop marketing insights
+Develop three actionable marketing insights from our annotation project data: segment buyers by use case,…
Develop marketing insights
+Develop three actionable marketing insights from our annotation project data: segment buyers by use case, identify the two highest-converting messages, and propose one low-cost experiment to lift conversion next quarter.
The tools that do the workAsanaESCOjob descriptions
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Research target markets
+Research and rank three target markets for our labelling services by size, growth, and label-quality…
Research target markets
+Research and rank three target markets for our labelling services by size, growth, and label-quality sensitivity, summarize regulatory or data-privacy barriers and recommend the top market entry priority with supporting evidence.
The tools that do the workAmazon RedshiftESCOjob descriptions
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Make recommendations for product positioning
+Make clear product-positioning recommendations for our automated labelling pipeline: state the buyer persona,…
Make recommendations for product positioning
+Make clear product-positioning recommendations for our automated labelling pipeline: state the buyer persona, competitive differentiator, messaging pillars, and a pricing positioning option with expected margin impact.
The tools that do the workAsanaESCOjob descriptions
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Monitor market conditions
+Monitor market conditions for the next quarter by tracking competitor launches, pricing moves, and regulatory…
Monitor market conditions
+Monitor market conditions for the next quarter by tracking competitor launches, pricing moves, and regulatory notices weekly, flag deviations over 10% in demand or price and send an escalation brief when thresholds hit.
The tools that do the workAmazon RedshiftAsanajob descriptionsO*NET
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Keeping the record1
Create presentations for management
+Create a 12-slide presentation for the management meeting summarising market demand, three insights,…
Create presentations for management
+Create a 12-slide presentation for the management meeting summarising market demand, three insights, recommended positioning, and next-quarter experiments, include one-page backup of data sources and two slides for risks and mitigation.
The tools that do the workCanvajob descriptionsO*NET
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The daily work14
Analyse internal factors of companies
+Run a deep review of our annotated company profiles to identify internal strengths and weaknesses, flag…
Analyse internal factors of companies
+Run a deep review of our annotated company profiles to identify internal strengths and weaknesses, flag inconsistent labels, quantify label agreement by team and dataset, and deliver a one-page memo with corrective actions by next Wednesday.
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Analyse consumer buying trends
+Aggregate recent purchase events and labelled customer segments to map buying trend shifts over the past six…
Analyse consumer buying trends
+Aggregate recent purchase events and labelled customer segments to map buying trend shifts over the past six months, calculate weekly velocity by segment, highlight three surprising patterns, and produce a slide-ready summary for Friday's product meeting.
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Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
+Prepare a concise report of our labelling quality analysis for the last quarter, include three charts showing…
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
+Prepare a concise report of our labelling quality analysis for the last quarter, include three charts showing label accuracy by project, error types over time, and annotator throughput, and translate the results into a one‑page summary with three clear recommendations for the ops team by Wednesday.
The tools that do the workAmazon RedshiftO*NET
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Measure and assess customer and employee satisfaction.
+Run the latest satisfaction pulse data, produce a dashboard with overall customer and employee satisfaction…
Measure and assess customer and employee satisfaction.
+Run the latest satisfaction pulse data, produce a dashboard with overall customer and employee satisfaction scores, trend lines by region and team, and a two‑paragraph interpretation of drivers and recommended actions for HR and Customer Success by next Monday.
The tools that do the workAmazon RedshiftO*NET
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Direct trained survey interviewers.
+Coordinate the survey interviewer team for the upcoming field wave: distribute interviewer assignments,…
Direct trained survey interviewers.
+Coordinate the survey interviewer team for the upcoming field wave: distribute interviewer assignments, attach the updated script and refusal handling notes, set daily quotas and quality checkpoints, and ask for end‑of‑day call logs and first‑day calibration feedback from all interviewers.
The tools that do the workAsanaO*NET
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Develop and implement procedures for identifying advertising needs.
+Draft and roll out a procedure to identify advertising needs: describe audience signals we must capture, the…
Develop and implement procedures for identifying advertising needs.
+Draft and roll out a procedure to identify advertising needs: describe audience signals we must capture, the labelling schema for ad intent, the review cadence, and the decision criteria for escalating to marketing, then circulate for review to the product and marketing leads by Friday.
The tools that do the workAsanaO*NET
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Design surveys and research methods
+Design the next survey and methods package: define objectives, target sample frames, question set with…
Design surveys and research methods
+Design the next survey and methods package: define objectives, target sample frames, question set with routing logic, mode mix and expected response rates, and a quality assurance plan so the research vendor can price and deliver a pilot in two weeks.
The tools that do the workAmazon RedshiftAsanajob descriptions
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Present findings to stakeholders
+Prepare a stakeholder presentation of our labelling program results: build five slides showing purpose, key…
Present findings to stakeholders
+Prepare a stakeholder presentation of our labelling program results: build five slides showing purpose, key metrics, recent improvements, outstanding risks with mitigation, and a one‑page appendix of raw metrics, then send to the data governance board ahead of Thursday’s meeting.
The tools that do the workCanvajob descriptions
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Track trends in consumer behavior
+Pull the last six months of labelled purchase events, segment by age and region, plot weekly changes in…
Track trends in consumer behavior
+Pull the last six months of labelled purchase events, segment by age and region, plot weekly changes in product categories, flag unusual spikes for review, and prepare a one-page summary for the analytics team by next Tuesday.
The tools that do the workAmazon Redshiftjob descriptions
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Study competitor activities
+Gather the labelled competitor mentions and product tags from our corpus, compare volumes and sentiment…
Study competitor activities
+Gather the labelled competitor mentions and product tags from our corpus, compare volumes and sentiment against our brand by quarter, highlight three tactics competitors increased, and send findings to product and strategy by Friday.
The tools that do the workAmazon Redshiftjob descriptions
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Develop new research techniques
+Design and document two new labelling protocols to capture intent and multi-label buying contexts, run a…
Develop new research techniques
+Design and document two new labelling protocols to capture intent and multi-label buying contexts, run a 500-record pilot, report annotation agreement and time per record, and propose rollout next sprint.
The tools that do the workAsanajob descriptions
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Use statistical techniques for data analysis
+Apply chi-squared and time-series clustering to the labelled dataset to identify significant associations…
Use statistical techniques for data analysis
+Apply chi-squared and time-series clustering to the labelled dataset to identify significant associations between labels and repeat purchase, export the test results and charts, and brief the data science lead tomorrow morning.
The tools that do the workAmazon Redshiftjob descriptions
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Study it to draw conclusions
+Take the recent batch of customer interaction labels, synthesise common patterns across intent and channel,…
Study it to draw conclusions
+Take the recent batch of customer interaction labels, synthesise common patterns across intent and channel, draw three actionable conclusions about user needs, and circulate the summary to product, UX and marketing today.
The tools that do the workAsanaESCO
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Define the way they can be reached
+Create a contactability matrix for labelled customer segments showing preferred channels, do-not-contact…
Define the way they can be reached
+Create a contactability matrix for labelled customer segments showing preferred channels, do-not-contact flags, and optimal send windows, validate against opt-out logs, and hand the matrix to growth by Wednesday.
The tools that do the workAmazon RedshiftESCO
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Says who?
These are the pages we read to build this. Open any of them and check us.
The logs, files & records this job keeps
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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