◆ Business & Commerce

What a market research analyst
really does.

20 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

20evidenced tasks
6systems it runs on
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Assess consumer demand
Compile recent survey responses and sales lift by segment, estimate de…3 sources agree

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The work, task by task

20 tasks
Hands on the work12
Make recommendations for product positioning+
Recommend three distinct product positionings for the new mobile plan aimed at urban millennials, justify each with consumer trend insights and competitor gaps, and rank them by likely adoption and margin impact for the product team by Friday.
escojd2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Create presentations for management+
Build a concise 10-slide management deck that tells the story of Q2 market shifts, includes three charts on demand, price elasticity and competitor moves, and ends with three recommended actions for sales and product — deliver by Tuesday morning.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.+
Prepare the monthly insights report for the product team: clean and visualise Q2 survey and sales data, create clear charts that show segment trends, and draft a two-page executive summary that ties visuals to recommended actions by Wednesday.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Direct trained survey interviewers.+
Coordinate the interviewer team for the national telephone wave: distribute revised questionnaires, assign call lists and daily targets, outline quality checks and escalation steps, and schedule a training refresh and debrief for next Monday.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Present findings to stakeholders+
Prepare the stakeholder presentation for Friday: pull key charts showing market share, customer needs and competitor signals, assemble a 12-slide deck with talking points, and send a rehearsal invite to the Head of Product and Marketing.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyse internal factors of companies+
Map the company’s internal factors for Acme Retail across leadership, operations, finances, brand strength and employee capability, flag three strengths and three risks with evidence sources and recommend two strategic responses for the board by next Tuesday.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyse consumer buying trends+
Chart recent consumer buying trends for our core 18–34 segment across channels and products, show monthly shifts in purchase frequency and spend, link each shift to likely drivers and recommend one merchandising and one pricing change for Q4.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Track trends in consumer behavior+
Monitor purchase frequency, cart size and channel shifts across our last 12 months of sales, flag three emerging consumer behaviour trends with evidence and likely business impact, and circulate a one-page briefing to Head of Product by Wednesday.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice5
Watch and assess3

What the work runs on

named inside the evidenced tasks
7 tasksAmazon Redshiftstores and aggregates sales and survey data for fast analysis
5 tasksApache Hivequeries large survey and sales datasets to estimate demand curves and segment lifts
5 tasksAsanacaptures recommended tests, timelines, and assigns owners for follow-up
3 tasksCanvacompose clear one-page position summaries and visuals that communicate recommended value propositions to stakeholders
1 taskAdobe Illustratorproduces clear supporting charts and visuals to attach to the memo
1 taskApache Hadoopprocess and run statistical jobs on large-scale customer datasets across distributed compute
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The same task, four heights

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ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where a market research analyst actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

What the work pays

two countries, two different measures

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹38,298 a month — the median for Professionals, the group this work sits in
  • India publishes pay by broad occupation group, so this covers many jobs besides this one. It is a shape, not a salary.

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job7 of these tasks ESCOThe European skills and occupations register8 of these tasks Job descriptionsReal postings, in the wild12 of these tasks UK NOS INSMAR003Interpret and present marketing research findingsnational standard UK NOS PPL.A001Research and evaluate potential markets for a retail organisationnational standard

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Questions people actually ask

You spend morning to mid-day collecting and cleaning data, often using SQL engines like Amazon Redshift or Hive on Hadoop for big datasets.

Afternoons go to analysis and storytelling: run statistical tests, make charts in Adobe Illustrator or Canva, write a short report, and present key findings to product or marketing teams in Asana tasks or live meetings.

If your company stores large datasets, you’ll use Apache Hadoop and query with Apache Hive or Amazon Redshift for fast analytics. Those handle raw transaction, clickstream, or survey data.

For reporting and visuals you’ll switch to Canva or Adobe Illustrator. For project tracking and stakeholder updates you’ll use Asana. Smaller firms might use Excel and survey platforms instead.

Start with a clear research question tied to tasks like assessing consumer demand or defining how customers can be reached. Choose sample size and screening questions to match your target market.

Use established question types, pilot the survey on a small group, then clean and validate responses in your data pipeline (Hive/Redshift) before analysis. Always document methods so findings are reproducible.

Yes: AI can draft survey text, summarize findings, and make chart recommendations, but don’t let it replace your data checks. Always validate AI outputs against the raw data in Redshift/Hive and re-run statistical tests yourself.

Don’t feed confidential customer data into public AI services. Keep personally identifiable information encrypted or anonymized before using any external models.

Market research analysts focus on consumer demand, buying trends, competitor study, and product positioning. They design surveys and translate results into presentations for marketing or product teams.

Data analysts can work across functions (sales, operations) and may not design surveys or make marketing recommendations. Market research combines analytics with consumer psychology and survey design.

Learn basics of statistics and A/B testing, then practice SQL and running queries in Redshift or Hive on sample datasets. Take a short course on survey design and market segmentation.

Build a portfolio: one or two projects that show you cleaned data, used statistical techniques, made visuals in Canva/Illustrator, and wrote a one-page recommendation for stakeholders.