◆ Economics

What a macroeconomist
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
17,790in the US (2025)
$124,720median pay / year
8systems it runs on
See the 20 tasks ↓Open in the atlasThe full career map →
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Forecast economic trends
Produce a three-year baseline macro forecast for GDP, inflation, and u…3 sources agree

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The work, task by task

20 tasks
Hands on the work14
Forecast economic trends+
Produce a three-year baseline macro forecast for GDP, inflation, and unemployment using the national accounts and latest survey indicators, include scenario bounds and a short memo on model assumptions by Friday close.
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+
Evaluate the fiscal stimulus proposal's likely impacts on output and employment, run counterfactuals, compute welfare and distributional metrics for low-income households, and deliver results with policy recommendations to the minister's office by Tuesday.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze market activity and trends+
Produce a weekly briefing summarising market activity and trends for the central bank desk: include GDP and inflation momentum, asset price movements, a one-paragraph implication, and three charts updated for this 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 analyse the latest national accounts and household survey microdata, run descriptive stats and two regression specifications testing consumption response, then produce a one-page results memo by Tuesday.
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 1,200-word policy note arguing for a calibrated fiscal rule: summarise evidence, show three simple back-of-envelope calculations on debt dynamics, and end with three actionable recommendations for the finance minister.
escowiki2 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+
Estimate how the national economy currently allocates labor, capital and public spending across agriculture, industry and services using the latest quarterly datasets, document the model assumptions, run sensitivity checks, and save a reproducible results sheet for publication.
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+
Assemble bilateral trade and tariff data for the last ten years, construct a gravity-style regression with controls for GDP and distance, test robustness to alternative specifications, and produce tables and charts ready for the journal submission.
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 the sectoral time series for finance, labor market, and crop yields in my specialization, run stationarity and cointegration tests, estimate the preferred dynamic model, and export the output and annotated code for peer review.
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
12 tasksMicrosoft Excelassemble time series, implement the forecast model and scenario bounds, and produce tables and chartsOpen its task library → 7 tasksMicrosoft Wordformat and distribute problem set solutions as a printable documentOpen its task library →
5 tasksIBM SPSS Statisticshandle survey microdata, compute descriptive statistics and run regression models
3 tasksMicrosoft PowerPointcreate slide-based lectures and export handouts for students
1 taskMicrosoft Power BIvisualise forecast scenarios and interactive trend dashboards for stakeholders
1 taskMicrosoft Officecreate the timeline, assign tasks, and circulate the plan and rubric to students and collaborators
1 taskMicrosoft Outlookschedule recurring meetings and send calendar invites to students and co-supervisors
1 taskMicrosoft Accessmanages larger raw tables and lookup relations if data volumes require it
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 macroeconomist 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 job7 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
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Questions people actually ask

A typical day mixes data work, writing, and meetings. Morning might mean pulling national accounts or labor data into Excel or SPSS and running regressions or summary tables.

Afternoon often has meetings to review policy drafts, supervise students, or prepare a PowerPoint for a briefing. Expect blocks for reading new papers and writing reports you’ll share in Word or present with PowerPoint.

You’ll use Excel for data cleaning and charts, SPSS or another stats package for regression work, and PowerPoint and Word for reports and briefings.

If you work in a team or office, you’ll use Outlook for scheduling and Access or Power BI when you need databases or interactive dashboards for policy-makers.

The U.S. Bureau of Labor Statistics reports 17,790 employed macroeconomists with a median wage of $124,720 per year.

BLS also lists the lowest tenth at $67,360 and the top tenth at $238,060 per year. Your pay depends on employer, location, and experience.

Start with economics courses covering macro theory, statistics, and econometrics. Learn Excel well, then a stats package like IBM SPSS Statistics or R for regression and hypothesis tests.

Get practice writing policy-style reports in Word and making clear PowerPoint presentations. Try a small research project or assist a professor to learn data collection and supervision basics.

A macroeconomist studies broad aggregates: GDP, inflation, unemployment, fiscal and monetary policy, and international trade at the country or global level.

A financial analyst focuses on firms, investments, and company financial statements. Microeconomists study individual markets, firms, or consumer behavior. Tools overlap (Excel, stats), but the questions and data scale differ.

Communication ranks high: you must explain findings in Word reports and PowerPoint briefings to non-economists. Employers expect clear charts and short policy summaries.

Quantitative skills matter too: statistical analysis in SPSS or Excel and knowing how to collect and clean data. Coding helps but basic scripting for reproducible work is often enough at first.

Yes. Use AI to draft plain-language summaries, suggest literature, or create slides from your notes, but always check facts, numbers, and citations against primary sources and your datasets.

Never feed confidential datasets or unpublished student work into a public AI tool. Keep original analysis in SPSS/Excel and use AI as a writing assistant, not as a substitute for statistical checks or code review.