◆ Accounting

What an investment analyst
really does.

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

25evidenced tasks
7systems it runs on
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Analyze investment projects
Run a cashflow-first project analysis for the three greenfield investm…2 sources agree

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The work, task by task

25 tasks
Hands on the work18
Analyze investment projects+
Run a cashflow-first project analysis for the three greenfield investments in the pipeline, update the projected IRR and payback under conservative and base case assumptions, flag any funding gaps and email a one-page recommendation to Sarah in corporate strategy by Tuesday noon.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Prepare financial analysis reports+
Prepare the quarterly investment analysis summarising income, IRR, comparable benchmarks, and scenario returns for the board pack, include a one-page executive summary and three charts, then circulate to Hannah and the CFO for sign-off by next Wednesday.
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+
Collect the latest financial statements, cashflow forecasts and market data for the sector, normalise the metrics, produce ratio trends and a short commentary on liquidity and earnings quality, then upload to the research folder and notify Priya.
jdonet2 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+
Prepare a consolidated financial review covering cash flow forecasts, capital allocation recommendations, a three-year pro forma, and sensitivity scenarios, then circulate to CEO Ananya Rao and CFO Mark Liu with a cover note asking for approvals and suggested revisions by next Tuesday.
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+
Assemble a complete audit package with reconciled ledgers, tax provision workings, trial balance, and supporting invoices, then upload to the shared folder and notify Tax Manager Priya Desai and external auditor James Cole, requesting confirmation of receipt and any exceptions within five business days.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Perform securities valuation or pricing.+
Value the client’s listed equity and fixed income holdings as of yesterday close using the latest cash flows and market prices, produce a fair-value per security and portfolio-level mark with assumptions and a one-page sensitivity table, then save the working model.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.+
Produce charts showing returns, attribution and sector exposure for Q2 versus benchmark, format them for the analyst report so axes and labels are presentation-ready and export a single high-resolution image file for the report.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Make investment recommendations+
Prepare a short recommendation on increasing allocation to mid-cap industrials: summarise thesis, three upside catalysts, key risks with stop-loss, target weight change and projected impact on client portfolio returns, circulate to the investment committee before Friday close.
jd
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 and runs discounted cashflow schedules, sensitivity tables and scenario analysis for projectsOpen its task library →
8 tasksMicrosoft Outlooksends the review and collects approvals via email
7 tasksMicrosoft PowerPointpackages the executive summary and charts into the board presentation
3 tasksMicrosoft Power BIbuilds visual charts and scenario returns for board-level financial analysis and summarisation
2 tasksAlteryxorchestrates data preparation and repeatable calculation workflows and outputs standardized results for downstream use
1 taskIntuit QuickBooksproduces reconciled ledgers, trial balance and transaction-level reports needed for audit and tax
1 taskGoogle Docsprepares collaborative performance summary and talking points to attach
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
  • Play the other person, over and over
  • Grade its own suggestion against your goal

It cannot

where it stops, completely
  • Live with the outcome the way an investment analyst has to
L · R7 of R7This job sits on investing — real theory, real diagnosis, but reality still holds the grading pen.

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

open any of it yourself
O*NETThe US Department of Labor's own record of this job12 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 FSPISM13Carry out financial and investment analysis of a collective fundnational standard

Close to this work

12 nearby
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Questions people actually ask

You usually split time between data work and meetings. Morning: pull market data and update Excel models, check emails in Outlook, and run any Alteryx workflows. Late morning: meet portfolio managers or clients to discuss positions or upcoming deals.

Afternoon: build charts in Excel or Power BI, write analysis for a report or PowerPoint, and follow up on financing records or compliance items. Expect concentrated model-building, short calls, and at least one presentation or deliverable due each day.

Learn Microsoft Excel deeply: relative/absolute formulas, pivot tables, INDEX/MATCH, and basic VBA or macros. Excel is used for valuations, forecasting, and charts every day.

Next, get comfortable with PowerPoint for client presentations, Outlook for communication, and at least basic Power BI or Google Sheets for dashboards. Familiarity with Alteryx or QuickBooks is useful depending on the employer — Alteryx for data prep, QuickBooks if you’ll touch bookkeeping or small client books.

Use AI to speed repetitive tasks: summarise earnings calls, generate first-draft slide text, or suggest chart layouts. Always check AI outputs against original data and your Excel model; AI can hallucinate numbers or misstate sources.

Never copy AI-generated valuations or investment recommendations without independent calculations. Keep data provenance: note where each input came from (Bloomberg, company filings, QuickBooks), and store raw data and model versions so auditors or managers can verify results.

Start titles are usually Analyst or Junior Analyst; next steps are Senior Analyst, Associate, then Portfolio Manager or VP. Progress depends on deals closed, model quality, and client relationships.

Pay varies by city and firm. Entry analysts often see a salary range from an hourly equivalent of about $25–$45/hour (salaried) up to higher in big financial centers; bonuses depend on performance and firm profits. Check company offers and local salary surveys for precise numbers.

Practice building full financial models: cash-flow forecasts, DCF (discounted cash flow) valuations, and sensitivity tables in Excel. Use real company filings (10-K, 10-Q) to populate your models and make a one-page investment memo.

Make sample client slides in PowerPoint and a simple dashboard in Power BI or Google Sheets. Learn to read market data and write short recommendations; show these projects in interviews. If available, take short courses on Excel, financial modeling, and Alteryx for data prep.

Investment analysts focus on valuing securities, forecasting performance, and recommending purchases or sales for portfolios or companies. You build models, monitor markets, and present findings to portfolio managers or clients.

Financial planners advise individuals on budgeting, retirement, and insurance. Accountants record transactions and prepare tax/audit documents (QuickBooks is common there). Investment analysts overlap with both but are more about valuation, market research, and trading or portfolio decisions.

km/h RPM

How far can AI take you?

one question
Be honest — how far can a language model take you on investing?
There is a real answer, and it is not the flattering one.