Market Analyst Job Description

A Market Analyst studies the market a company sells into: how big it is, who buys, who competes, which prices hold and where demand is heading. Inside a marketing organization the job sits upstream of the campaigns. The brand team wants to know whether a category is worth entering, the product team wants to know what a feature is worth to buyers, and finance wants to know how many units the plan can credibly assume. The analyst turns each of those questions into a model with stated assumptions and a recommendation someone can act on.

O*NET files this work under Market Research Analysts and Marketing Specialists (13-1161.00) and lists "market analyst" among the job titles reported for that occupation. Its definition reads like a market analyst's to-do list: research conditions in local, regional, national, or online markets, gather information to determine potential sales of a product or service, and gather information on competitors, prices, sales, and methods of marketing and distribution.

Sizing markets. A top-down estimate starts with a total, such as category revenue or a count of target businesses, then narrows it by geography, segment and price point. A bottom-up estimate multiplies a realistic number of buyers by purchase frequency and price. A careful analyst builds both and explains the gap between them before anyone quotes a total addressable market in a board deck.

For business-to-business markets, the federal statistical system supplies the raw counts. The Census Bureau's County Business Patterns provides annual subnational data for businesses with paid employees, covering nearly 1,000 industries down to the ZIP code level. The Economic Census, collected every five years for years ending in 2 and 7, published data for over 950 detailed industries across 19 industrial sectors in its 2022 edition. An analyst who can join those tables to the company's own customer file by NAICS code and county can show which territories are thinly covered and which are saturated.

Tracking competitors. The second pillar is competitive intelligence: price checks across retail and online channels, feature and packaging comparisons, launch calendars, 10-K filings on SEC EDGAR, earnings-call commentary and job postings that hint at a rival's next move. The useful deliverable is a living profile of each competitor that sales and product teams actually open, not a slide that ages in a shared drive. Information comes from public or properly licensed sources, and anything that looks like another company's confidential material stays out of the file.

Reading the customer. Market analysts also brief and interpret customer research: concept tests, pricing studies such as conjoint or Van Westendorp, segmentation surveys and win-loss interviews. At a company that buys research, the analyst may write the brief, a supplier fields it, and the analyst turns the tables into a decision.

Making the call. The last step is a short, defensible recommendation. A typical week might close with a forecast refresh in Excel or a BI dashboard, a one-page competitive alert, and a readout to a product or brand lead who needs a yes, a no, or a smaller test first.

Education. O*NET places the occupation in Job Zone Four, "considerable preparation needed," and notes that most of these occupations require a four-year bachelor's degree, but some do not. Useful majors include marketing, economics, statistics, business analytics, mathematics and psychology. A master's in marketing research, applied economics or business analytics, or an MBA, can help for roles that report into strategy or corporate development.

Experience. As a rough guide, entry-level market analyst roles suit candidates with 0 to 2 years of work, often from an analytics internship, a research supplier, sales operations or a consulting analyst program. As a rough guide, senior market analyst and market intelligence lead roles fit 3 to 6 years of hands-on modeling and research, with a record of recommendations that shaped a launch, a price change or an investment.

Skills that carry the job.

• Spreadsheet modeling. A market model with inputs separated from logic, sensitivity tables and scenario switches that a finance partner can audit without a walkthrough.
• SQL and a BI tool. Pulling internal sales, pipeline and pricing data, then publishing refreshable views in Power BI, Tableau or Looker.
• Applied statistics. Sampling error, significance tests, regression and cluster analysis for segmentation, plus the judgment to say when a sample is too thin to support a conclusion.
• Survey literacy. Questionnaire logic, quotas and weighting, and enough platform knowledge (Qualtrics, Alchemer) to review a supplier's programming.
• Public data fluency. NAICS codes, Census data tables and APIs, BLS series, SEC EDGAR filings and state business registries.
• Writing. A one-page memo that leads with the answer, states its assumptions and names what would change the conclusion.

Credentials. No license is needed to work as a market analyst. Two voluntary credentials map to the work: the Professional Certified Marketer (PCM) in Marketing Management from the American Marketing Association, and Microsoft Certified: Power BI Data Analyst Associate from Microsoft, which covers preparing, modeling, visualizing and analyzing data in Power BI.

Preparing for interviews. Build two or three work samples you can discuss in detail: a market-sizing model with both top-down and bottom-up logic, a competitor teardown, and a short readout of a survey you designed or analyzed. Practice sizing a market aloud from first principles, and be ready to explain how you would test your biggest assumption with data the company already owns.

O*NET flags Market Research Analysts and Marketing Specialists as a Bright Outlook occupation, projecting growth of 7% or higher from 2025 to 2035, much faster than average, and about 82,000 job openings a year on average. It counts 952,700 people employed in the occupation in 2025. Those figures describe the whole occupation, marketing specialists included; BLS does not report market analysts separately.

Where the jobs sit. Pay for the occupation varies with the setting. In May 2025, management, scientific, and technical consulting services employed 104,250 people in the occupation at a median wage of $77,820. Management of companies and enterprises paid the occupation a median of $99,850. For a market analyst, the two settings describe a real career choice: a consulting or research firm offers breadth across many clients, while an in-house strategy or insights team offers depth in one business.

When the public data goes dark. Market models lean on federal series, and the 2025 lapse in appropriations interrupted that pipeline. BLS says all Current Population Survey operations were suspended from October 1, 2025, through November 12, 2025, and that there are no CPS estimates for October 2025. The Census Bureau, which conducts Consumer Expenditure data collection for BLS, did not collect CE data in October and November 2025 and resumed on December 5, 2025. BLS says the missing CE data affects planned publications, including the 2025 annual CE release, which reports household spending by category.

The practical lesson for a market analyst is documentation. A model that pulls a federal series should record the release it used, flag any month that was imputed or carried forward, and state how the estimate would change if the gap closed differently. A source log also makes it possible to rerun a forecast quickly when revised data arrives.

AI on the job. A Census Bureau working paper published in April 2026, drawing on the 2026 AI supplement to the Business Trends and Outlook Survey, found that 18% of firms used AI in a business function during the reference period of November 2025 to January 2026, rising to 32% on an employment-weighted basis. For a market analyst, the tools can help with first drafts: summarizing earnings-call transcripts, clustering open-ended survey answers, scraping and tagging competitor pages, and writing the first version of a SQL query. The analyst still owns the parts that carry risk: checking every figure against its source, defending the assumptions in a sizing model and deciding which signal is noise.

Where careers lead. Next steps can include senior market analyst, market or competitive intelligence manager and director of insights. Analysts with strong modeling skills can move into pricing, revenue management, corporate development or strategy consulting, while strong communicators can move into product marketing and brand management.

Dear Hiring Manager,

I am applying for the Market Analyst role on your strategy and insights team. For the past three years I have worked as an analyst at a regional building-products distributor, where my job was to tell the sales and product teams where the next dollar of growth was hiding and how confident we could be about it.

My most useful project started with a simple question from our vice president of sales: which counties were we underserving? I built a territory model that matched our customer file to public establishment counts by industry code and county, then weighted each county by the contractor segments that actually bought from us. The model flagged a handful of counties where we had plenty of potential customers and almost no accounts. We assigned two reps to test the finding, and within two quarters both territories were on plan. More important to me, the sales team started asking for the model before setting quotas.

I also run our competitive tracker. Each month I collect shelf and online prices for our top product lines against three rivals, log their promotions and new SKUs, and send a one-page alert when something moves. When a competitor cut prices on a core line last spring, the alert reached our pricing committee the same week, and we responded with a targeted bundle instead of a broad discount.

I work in Excel, SQL and Power BI, and I have designed and analyzed customer surveys in Qualtrics with a research supplier. I like this work most when the data contradicts the plan, because that is when an analyst earns a seat at the table.

I would welcome the chance to talk about the markets your team is sizing next.

Sincerely, Jordan Ellis