What a marketing analyst actually does
Picture a clinic in Tashkent running ads on Instagram and Google, taking enquiries through a Telegram bot and phone calls, and getting paid via Click, Payme or at the front desk. Every channel has its own report, and the totals never match. The analyst pulls those fragments into one picture: what an enquiry costs, how many reached payment, and which channel brought revenue rather than just clicks.
The job is not drawing charts. It is answering the owner's questions: what pays back, where customers are lost, whether a promotion worked, and whether people come back after the first purchase.
- setting up and maintaining data collection: UTM tags, goals, events, CRM links
- checking that the data is collected correctly
- regular reports by channel and campaign
- end-to-end analytics from ad impression to payment
- cohort analysis and retention
- evaluating A/B tests: real difference or chance
- answering management's specific questions with numbers
Why wrong data is worse than no data
A large share of an analyst's time goes into dull checking. Are tags present on ad links? Do sales managers fill in the source field in the CRM, or do half the deals say "other"? Does the website goal fire when someone submits a form? If not, the report will still look convincing, and that is the real danger.
With no data you move carefully. With wrong data you confidently switch off a channel that was bringing buyers, simply because its leads were logged as direct traffic. So the first question for any dashboard is where the numbers come from and who verified that they are collected properly.
What a usable report looks like
A report that retells last month is an archive. A useful one ends with a conclusion: raise the budget on one campaign, pause another, review the sales script because enquiries are plentiful but payments are few.
A good analyst explains these conclusions in plain language, so a director or a shop owner selling both on Uzum and offline can decide without needing a translator from analytics to human.
When a business needs a dedicated analyst
Not every company needs someone on staff. These are the signs it is time to think about it:
The role pays for itself in a simple way. If the findings help you move budget toward channels that work or locate a weak spot in the funnel, then with meaningful ad spend even a small improvement covers the cost. With a modest budget the effect is smaller, so be honest about scale.
- budget is spread across several channels: paid social, search, bloggers, OLX, offline
- there is plenty of data but few conclusions
- budget decisions are made on gut feeling
- marketers lose days compiling reports by hand
- numbers in the ad account, CRM and till do not match
Small company: a marketer, a contractor or an audit
For a small business a full-time hire is often too much. Workable options: a marketer with analytical skills; an outside contractor who sets up tracking and hands you a system you can understand; or a periodic audit that shows where the data has started to drift.
What matters is that someone owns data quality, not only advertising. The analyst sits between marketing, sales and management: helps shape hypotheses, judges test results, and makes sure the "which channel is better" debate is settled by numbers rather than volume.
Skills to check when hiring a marketing analyst
The most underrated skill is explaining. Tools can be learned, but business sense and the ability to turn a spreadsheet into a decision are rarer.
At markdev we set up end-to-end analytics and reporting for companies in Uzbekistan, from tags and CRM integration to dashboards with conclusions under the numbers. If you are unsure whether you need a hire, a contractor or a one-off audit, tell us about your task and we will talk through the options.
- spreadsheets and BI tools
- web analytics and ad accounts
- basic statistics
- SQL, once the data outgrows spreadsheets
- explaining findings in plain language
FAQ
How is a marketing analyst different from a marketer?
A marketer launches and runs channels and campaigns. An analyst checks the data and judges which of them really bring sales. In small companies one person or an outside contractor often does both.
When does a business need a dedicated marketing analyst?
When budget is split across many channels, there is lots of data but few conclusions, decisions rely on gut feeling, and reports are built by hand and arrive late.
Does a marketing analyst need to know SQL?
Not necessarily, but SQL helps once data is too large for spreadsheets. To start, analytics tools, ad accounts and the ability to explain findings matter more.
What should a small business do without an in-house analyst?
Give the analytics to a marketer with the right skills, hire a contractor to set up tracking, or run a data audit from time to time.
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