◆ Economics

What an economist
really does.

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

19evidenced tasks
17,790in the US (2025)
$124,720median pay / year
8systems it runs on
See the 19 tasks ↓Open in the atlasThe full career map →
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Teach theories, principles, and methods of economics.
Teach the master's level course covering supply and demand, welfare an…3 sources agree

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The work, task by task

19 tasks
Hands on the work13
Analyze market activity and trends+
Analyze last quarter's market transactions across retail and wholesale channels, identify demand shifts and price elasticity changes, produce a one-page executive summary and charts showing trend breaks for the trading desk by Wednesday.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyse statistical data+
Clean and validate the panel dataset of household income and consumption, run descriptive statistics and regression diagnostics, produce a reproducible table of summary statistics and attach the cleaned dataset and code by Tuesday noon.
escojd2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Write about economic policy+
Draft a policy brief on the proposed corporate tax change, include cost–benefit analysis, distributional effects across income deciles, three policy alternatives and a two-page recommendation for the finance minister by next Friday.
escowiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Forecast economic trends+
Build a quarterly macro forecast model projecting GDP growth, unemployment, inflation, and real consumption under three scenarios using historical series and parameter assumptions; produce a one-page executive summary for Director Chen by next Friday.
escojdwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Evaluate policy impacts+
Run an impact assessment of the proposed tariff change: estimate sectoral output, employment and welfare effects using the latest national accounts and a difference-in-differences specification, and send a draft memo with methods and caveats to policy team by Tuesday.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Study how societies allocate resources+
Quantify how households, firms and government in the region allocate scarce resources over the last decade, assemble the time series and cross‑section data, run comparative marginal analysis, and draft a two‑page policy brief with figures for Friday.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Study international trade and global economics+
Analyze bilateral trade flows and tariff changes across the past fifteen years, construct gravity‑model regressions, produce a summary table of results with significance levels, and prepare a slide with policy implications for Monday's meeting.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Study economic and statistical data in area of specialization, such as finance, labor, or agriculture.+
Compile and clean datasets for finance, labor and agricultural indicators in my specialization, run the agreed statistical tests and robustness checks, and produce a one‑page methodology note plus data appendix ready for the working paper.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice3
Watch and assess2
Work with people1

What the work runs on

named inside the evidenced tasks
9 tasksMicrosoft Excelconsolidates transactions, computes elasticities and creates trend chartsOpen its task library → 8 tasksMicrosoft Worddrafts syllabus, lectures, problem sets, and exam documentsOpen its task library →
6 tasksIBM SPSS Statisticsperforms statistical tests, regression diagnostics, and produces reproducible tables for survey data
3 tasksMicrosoft PowerPointbuilds lecture slides and visual explanations
1 taskMicrosoft Power BIbuilds interactive dashboards for the trading desk
1 taskMicrosoft SQL Serverstore, query and join large indicator datasets reliably before analysis
1 taskMicrosoft Outlooksend structured milestone emails and schedule the lab meeting with attachments
1 taskMicrosoft Accesscombining multiple tables, enforcing schema and creating a single cleaned dataset
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 an economist 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

United States

this exact occupation · BLS 2025
  • $124,720 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $67,360; the top tenth near $238,060
  • 17,790 people employed in this occupation

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.
read this carefullyThese two numbers are not comparable and must not be converted into each other. One is a yearly figure for this job alone; the other is a monthly figure for a whole family of jobs. What travels between them is the pattern, not the amount: experience lifts pay almost everywhere.

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job6 of these tasks ESCOThe European skills and occupations register7 of these tasks Job descriptionsReal postings, in the wild10 of these tasks WikipediaHow the world describes this work7 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS FSPISM10Analyse and report investment implications of national economicsnational standard

Close to this work

12 nearby
EconomicsInsurance Underwriter23 evidenced tasks EconomicsProcurement Analyst21 evidenced tasks EconomicsGovernment Services Officer21 evidenced tasks EconomicsMicroeconomist20 evidenced tasks EconomicsMacroeconomist20 evidenced tasks EconomicsDevelopment Economist20 evidenced tasks EconomicsBehavioral Economist20 evidenced tasks EconomicsEnvironmental Economist20 evidenced tasks

Questions people actually ask

You’ll split time between data work and writing. Mornings often mean pulling data in Microsoft Excel or Microsoft SQL Server, cleaning it, and running initial summary stats.

Afternoons usually involve analysis—forecast models, policy impact simulations, or review meetings—then writing a short report in Microsoft Word and making a presentation in PowerPoint or Power BI for policymakers or colleagues.

Start with Microsoft Excel and PowerPoint. Excel handles quick tables, pivot tables, and basic regressions; PowerPoint is how you show results to non-economists.

Next learn Microsoft SQL Server basics for querying databases and IBM SPSS Statistics or similar (R/Python if allowed) for running regressions and forecasts. Learn Outlook and Word for daily communication and reports.

The U.S. Bureau of Labor Statistics (BLS) reports 17,790 employed economists with a 2025 median annual wage of $124,720. The lowest tenth earned $67,360 and the top tenth $238,060.

Pay varies by employer: government, academia, private sector, or consulting. BLS is the source for these nationwide numbers.

Yes, but use AI carefully. Use it to draft plain-language summaries, suggest visualization ideas for Power BI or PowerPoint, or to check grammar in Word. Always verify any numbers, code, or model outputs the AI gives you against your data and tools like Excel or SPSS.

Do not rely on AI for statistical inference, data cleaning, or legal/ethical decisions; document sources and keep raw data and scripts (SQL, Excel workbooks, SPSS files) so everything is reproducible.

Economists focus on how societies allocate resources, policy impacts, markets, and forecasting at macro or sector levels; you’ll study labor, trade, taxes, or agriculture and write policy reports. Tasks include forecasts, policy evaluation, and expert testimony.

Financial analysts typically focus on company financial statements and investment decisions. Data scientists focus on building scalable predictive models and software. All three may use Excel and SQL, but economists use SPSS, Power BI, and formal economic models more often.

Get a degree in economics or a related field and take courses in statistics, econometrics, and micro/macro theory. Learn Excel thoroughly, basic SQL, and at least one stats tool (IBM SPSS Statistics, R, or Python).

Build a portfolio: class projects, forecasts, policy memos, or Power BI dashboards. Try internships at think tanks, government agencies, or research centers to get supervised research and real datasets.

Being able to turn data into a clear story. That means collecting and cleaning data (Excel, SQL), running appropriate analyses (SPSS or other stats tools), and explaining results in Word and PowerPoint or Power BI so non-specialists understand the policy or business decision.

You must also check assumptions and document methods so your work stands up to review or court scrutiny if used for expert testimony.