◆ Data & Analytics

What a web analyst
really does.

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

26evidenced tasks
7systems it runs on
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Prepare financial analysis reports
Prepare the monthly financial analysis reports for revenue, gross marg…3 sources agree

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The work, task by task

26 tasks
Hands on the work19
Prepare financial analysis reports+
Prepare the monthly financial analysis reports for revenue, gross margin and campaign ROI for June, reconcile figures with the accounting ledger, flag anomalies above 5 percent, and circulate the final PDFs to finance and the marketing director by Thursday.
escojdwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Gather and analyze financial information+
Gather last twelve months of sales, refunds and ad spend, clean and join the tables, calculate LTV and CAC by cohort, and hand over the cleaned dataset and a one-page findings brief to the head of analytics by end of day Friday.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze investment projects+
Analyze the proposed investment in the new storefront: project cash flows for five years, compute NPV and IRR under three demand scenarios, document assumptions, and send the results and recommendation to the head of retail and the CFO by Monday morning.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Handle all the matters in reference to the finance and investments of a company+
Produce a three-year financial plan with revenue, COGS, operating expenses and cashflow forecasts tied to our current customer cohorts, flag risks to growth, and draft a one-page executive summary I can send to Priya in finance by Friday.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Maintain transparent financial operations for taxation and auditing bodies+
Compile clean trial balance, tax-adjusted profit and loss, and supporting schedules for the last two fiscal years, reconcile every tax-sensitive account, note outstanding audit queries, and produce an audit-ready packet for the tax office by next Wednesday.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Advise clients or organizations on financial decisions+
Review the latest quarterly revenue and expense reports, build a three-year cash flow forecast tied to current marketing and conversion metrics, and advise the CEO by Thursday on whether to accelerate the planned product investment or preserve runway.
onetwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Collaborate with portfolio managers and analysts+
Meet with Priya the portfolio manager and Daniel the equity analyst, reconcile our web-driven revenue attribution with their portfolio returns for the quarter, and produce a short note recommending tactical reallocations before next Monday's portfolio call.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Purchase investments for companies in accordance with company policy.+
Execute the approved investment checklist for the new corporate bond purchase: confirm compliance with the investment policy, verify current liquidity and cash forecast, obtain sign-off from treasury, and schedule settlement for Friday close.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice4
Watch and assess2
Work with people1

What the work runs on

named inside the evidenced tasks
18 tasksMicrosoft Excelbuilds reconciled worksheets, calculations and charts for financial reportsOpen its task library →
7 tasksMicrosoft Outlookschedule settlement meeting and collect sign-offs via email
5 tasksGoogle Docshost the usage documentation and notes for the analytics team
4 tasksMicrosoft PowerPointcreate executive summary slides from the analysis
4 tasksMicrosoft Power BIcreates linked forecasts and dashboards that update with current bookings for stakeholders
3 tasksAlteryxingests, cleans and joins disparate financial and marketing datasets for analysis
1 taskIntuit QuickBooksextracts the accounting journals, trial balance and reconciliations required for tax and audit
Browse every evidenced software task →

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 web 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
  • ₹50,473 a month — the median for Managers, 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

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O*NETThe US Department of Labor's own record of this job13 of these tasks ESCOThe European skills and occupations register4 of these tasks Job descriptionsReal postings, in the wild11 of these tasks WikipediaHow the world describes this work9 of these tasks UK NOS FSPISM12Carry out financial and investment analysis of an individual businessnational standard UK NOS SFHBG6Maintaining financial records and preparing accountsnational standard

Close to this work

12 nearby
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Questions people actually ask

You’ll split time between data work and finance work. Mornings often start with checking Microsoft Outlook for status updates, market news, and meeting invites, then reviewing dashboards in Microsoft Power BI or Excel to spot traffic or revenue drops.

Afternoons usually mean building or updating models in Excel, preparing charts or a PowerPoint for stakeholders, and meeting managers to discuss investment or budgeting decisions. Expect ad-hoc tasks like pulling numbers from QuickBooks or running data prep in Alteryx.

Start with Excel — you’ll use it daily for financial models, forecasts, valuation tables, and charts. Learn formulas, pivot tables, and charting first.

Next, learn Power BI for dashboards and interactive reports, then Alteryx for cleaning and automating data flows. QuickBooks is useful if you’ll handle bookkeeping or audit prep, but it’s narrower: learn it after the others.

Expect about 60% analysis and 40% meetings/presentations in many roles. You’ll spend heavy blocks in Excel or Power BI building models and charts, then time translating findings into PowerPoint or Google Docs for stakeholders.

You’ll also meet portfolio managers, clients, or company management to explain recommendations, refine assumptions, and follow up on financing records with backers.

Yes, AI can speed tasks: generating first-draft slides, cleaning data scripts for Alteryx, or suggesting Excel formulas. Treat AI outputs as a starting point and always verify numbers against source systems like QuickBooks or raw data.

Risks include wrong calculations, leaking sensitive financial data, or trusting a poor model. Keep confidential files offline when required, document every change, and never present AI-generated figures without audit trails and manual checks.

Pay varies by location and company size. Entry-level analysts in the U.S. often start around $50,000–$70,000 a year; more experienced analysts who build models, supervise juniors, or advise on investments commonly earn $80,000–$120,000.

Learn to build clear, auditable Excel models. That means correct formulas, named ranges, version control, and an assumptions sheet. Good models make forecasting, valuation, and scenario tests fast and defensible.

Pair that with making clear charts and slides (PowerPoint or Google Docs) so you can present recommendations to clients, managers, and backers with numbers they can verify.