What it pays
Government survey numbers — not estimates, not ads.
Half of all Financial Specialists, All Other in the U.S. earn more than $81,100 a year — the middle 80% land between $48,460 and $151,490. About 132,130 people in the U.S. do this work. Figures are for the U.S. occupation group “Financial Specialists, All Other”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$81,100typical pay / year
132,130people in this work
$151,490+top 10% earn
₹4.6 lakha year in India (family avg)
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Analysing5
Provide recommendations on financial matters
+Draft recommendations for the investment committee on reallocating 5 percent from consumer staples into…
Provide recommendations on financial matters
+Draft recommendations for the investment committee on reallocating 5 percent from consumer staples into utilities, attach projected cashflow impacts for the next five years and the macro assumptions, and request committee approval by Thursday noon.
The tools that do the workMicrosoft Power BIMicrosoft ExcelESCOjob descriptionsO*NET
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Develop and maintain financial models
+Update the firm’s three-factor valuation model for the small-cap sleeve, add the latest GDP and interest-rate…
Develop and maintain financial models
+Update the firm’s three-factor valuation model for the small-cap sleeve, add the latest GDP and interest-rate assumptions, backtest performance over the past two years, and circulate the revised model and results to the quant desk by Monday.
The tools that do the workMicrosoft ExcelMicrosoft Azurejob descriptionsO*NET
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Assist in developing trading algorithms and risk tools
+Take the traders' list of candidate signals, translate them into parameterised rules, produce a risk-weighted…
Assist in developing trading algorithms and risk tools
+Take the traders' list of candidate signals, translate them into parameterised rules, produce a risk-weighted P&L sensitivity matrix, and hand the rules and matrix to the quant team for integration into their test harness by Wednesday.
The tools that do the workC#Linuxjob descriptionsO*NET
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Provide analytical support to researchers or traders
+Pull the latest portfolio holdings and market data, run contribution-to-return and sector attribution…
Provide analytical support to researchers or traders
+Pull the latest portfolio holdings and market data, run contribution-to-return and sector attribution analyses, compile a one-page note with actionable observations for researchers and traders, and email it before the market opens tomorrow.
The tools that do the workMicrosoft ExcelMicrosoft Outlookjob descriptionsO*NET
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Define or recommend model specifications or data collection methods
+Draft a model spec that lists required fields, sampling frequency, validation rules and source priority for…
Define or recommend model specifications or data collection methods
+Draft a model spec that lists required fields, sampling frequency, validation rules and source priority for quarterly portfolio risk models, and propose three data-collection methods I can pilot with the data engineering team next month.
The tools that do the workMicrosoft ExcelMicrosoft Power BIjob descriptionsO*NET
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The daily work15
Identify, track, or maintain metrics for trading system operations.
+Update the trading-ops metric dashboard with daily fill rates, latency percentiles, and exception counts for…
Identify, track, or maintain metrics for trading system operations.
+Update the trading-ops metric dashboard with daily fill rates, latency percentiles, and exception counts for Q3, flag any strategy with fills below 98% and email Marcus in trading and Joanna in ops with the findings by tomorrow noon.
The tools that do the workMicrosoft ExcelMicrosoft Power BIO*NET
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Develop methods of assessing or measuring corporate performance in terms of environmental, social, and governance (ESG) issues.
+Design an ESG performance score that weights carbon intensity, board independence, and labor incidents, test…
Develop methods of assessing or measuring corporate performance in terms of environmental, social, and governance (ESG) issues.
+Design an ESG performance score that weights carbon intensity, board independence, and labor incidents, test it on our 50 largest holdings, and deliver a ranked table and memo to Priya in stewardship by Friday end of day.
The tools that do the workIBM SPSS StatisticsMicrosoft ExcelO*NET
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Analyze pricing or risks of carbon trading products.
+Price the vintage 2025 carbon forward structure using historical EUA spreads, estimate VaR at 95% for a…
Analyze pricing or risks of carbon trading products.
+Price the vintage 2025 carbon forward structure using historical EUA spreads, estimate VaR at 95% for a ten-day horizon, and send the model spreadsheet and sensitivity plots to Ravi in structuring before market open Tuesday.
The tools that do the workMicrosoft ExcelO*NET
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Assess the potential impact of climate change on business financial issues, such as damage repairs, insurance costs, or potential disruptions of daily activities.
+Produce a climate-impact exposure report that quantifies property damage risk, insurance cost inflation, and…
Assess the potential impact of climate change on business financial issues, such as damage repairs, insurance costs, or potential disruptions of daily activities.
+Produce a climate-impact exposure report that quantifies property damage risk, insurance cost inflation, and expected disruption days for our top 30 real-estate credits, include cost projections for 2030 and hand the report to Sarah in credit risk by Wednesday.
The tools that do the workMicrosoft Power BIMicrosoft ExcelO*NET
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Use advanced statistical techniques to develop models
+Build and validate a predictive model for quarterly returns using factor regressions and regularisation,…
Use advanced statistical techniques to develop models
+Build and validate a predictive model for quarterly returns using factor regressions and regularisation, backtest it on five years of holdings, and provide the code, performance summary, and caveats to Alex in quant by Friday.
The tools that do the workIBM SPSS Statisticsjob descriptions
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Monitor market and industry trends
+Compile a weekly market digest tracking central bank moves, commodity shocks, and sector rotation signals,…
Monitor market and industry trends
+Compile a weekly market digest tracking central bank moves, commodity shocks, and sector rotation signals, highlight three implications for our equity allocation, and circulate to the investment committee on Monday morning.
The tools that do the workMicrosoft OfficeMicrosoft Exceljob descriptions
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Advise on financial matters
+Advise Priya in portfolio management and James in finance on whether to rebalance the equity and fixed income…
Advise on financial matters
+Advise Priya in portfolio management and James in finance on whether to rebalance the equity and fixed income sleeve now given the Q2 GDP downgrade, showing projected returns, downside scenarios to 12 months, and recommended trade sizes with execution risk noted.
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Business processes
+Map the end-to-end corporate lending process from credit request to servicing for the small-mid market desk,…
Business processes
+Map the end-to-end corporate lending process from credit request to servicing for the small-mid market desk, identify three bottlenecks that add cost or delay, and propose measurable controls or SLAs to remove them within 90 days.
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Perform business analysis
+Analyze last five quarters of portfolio performance against benchmark for the multi‑strategy fund, decompose…
Perform business analysis
+Analyze last five quarters of portfolio performance against benchmark for the multi‑strategy fund, decompose attribution into allocation and stock selection, flag sectors dragging performance and propose two tactical shifts with estimated alpha and tracking error impact.
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Perform stress tests and scenario analysis
+Run stress tests and three scenario analyses on the credit portfolio for Q3: baseline, mild recession, severe…
Perform stress tests and scenario analysis
+Run stress tests and three scenario analyses on the credit portfolio for Q3: baseline, mild recession, severe recession; use last six quarters' balances, apply the new PD/LGD curves, produce tranche-level loss distributions and a one-page summary for Friday internal review.
The tools that do the workMicrosoft ExcelMicrosoft Power BIjob descriptions
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Conduct economic research
+Compile an economic research memo on inflation, unemployment, and GDP outlook for the next 18 months citing…
Conduct economic research
+Compile an economic research memo on inflation, unemployment, and GDP outlook for the next 18 months citing Fed minutes, ONS data, and consensus forecasts; include implications for sector credit spreads and three recommended positioning changes for the fund.
The tools that do the workMicrosoft OfficeMicrosoft Power BIESCO
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Interpret financial statements
+Review the latest audited statements for Horizon Holdings and produce a two-page interpretation:…
Interpret financial statements
+Review the latest audited statements for Horizon Holdings and produce a two-page interpretation: profitability drivers, cash generation, covenant risk, and three adjustments needed before including exposures in the portfolio model.
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Offer financial services
+Prepare a client-facing proposal offering liquidity lines and collateral optimisation for Strategic Capital,…
Offer financial services
+Prepare a client-facing proposal offering liquidity lines and collateral optimisation for Strategic Capital, outlining pricing, terms, and one-case scenario showing reduced funding cost; include next steps and signing timeline.
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Prepare financial projections
+Build five-year financial projections for the mid-market loan book: revenue, charge-offs, pre-provision…
Prepare financial projections
+Build five-year financial projections for the mid-market loan book: revenue, charge-offs, pre-provision profit and capital ratios under base and downside cases, with sensitivity table for PD and recovery rates.
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Consider economic criteria in decision making
+Create a decision memo that applies inflation, policy rate path, and commodity price scenarios to investment…
Consider economic criteria in decision making
+Create a decision memo that applies inflation, policy rate path, and commodity price scenarios to investment approvals; rank three candidate deals by expected return adjusted for macro risk and recommend one to proceed.
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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses