Public Policy Analyst

Public Policy Analyst handles the practical activities assembled here and this page provides 20 real tasks. You’ll learn who benefits from each action and the stakes involved. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

20evidenced tasks
20ready prompts
8tools of the trade
19-2041.01O*NET-SOC code
89,250hold this job (US, BLS 2025)
$82,220median pay/yr (US)
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What it pays

Government survey numbers — not estimates, not ads.

Half of all Environmental Scientists and Specialists, Including Health in the U.S. earn more than $82,220 a year — the middle 80% land between $52,520 and $140,010. About 89,250 people in the U.S. do this work. Figures are for the U.S. occupation group “Environmental Scientists and Specialists, Including Health”. (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).
$82,220typical pay / year
89,250people in this work
$140,010+top 10% earn
₹4.6 lakha year in India (family avg)
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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.

Analysing3

Analyze climate policy data

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Analyze the regional climate datasets for 2000–2025, calculate trends and confidence intervals for…
Analyze the regional climate datasets for 2000–2025, calculate trends and confidence intervals for temperature and precipitation by county, flag data gaps and anomalies, and produce a one-page technical memo summarising methods, results, and uncertainty for the director by Thursday noon.
The tools that do the workPythonThe MathWorks MATLABjob descriptionsO*NET

Evaluate climate initiatives

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Evaluate the three municipal climate initiatives using emission reduction, cost per ton, co-benefits and…
Evaluate the three municipal climate initiatives using emission reduction, cost per ton, co-benefits and equity indicators, rank them, and deliver a comparative scorecard plus a recommended next-step and budget estimate for the program manager by Friday.
The tools that do the workMicrosoft ExcelESCOjob descriptions

Conduct environmental impact assessments

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Assess the proposed development’s environmental impacts: map sensitive habitats and flood risk, quantify air…
Assess the proposed development’s environmental impacts: map sensitive habitats and flood risk, quantify air and water emissions against standards, summarise mitigation measures and residual risk, and produce the assessment chapter for the planning file within ten working days.
The tools that do the workESRI ArcGISMicrosoft Exceljob descriptionsO*NET
Get approval1

Prepare policy briefs

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Draft a two-page policy brief for the minister that explains the latest climate risk findings, outlines three…
Draft a two-page policy brief for the minister that explains the latest climate risk findings, outlines three evidence-based policy options with estimated impact and cost ranges, and attach sources and an executive summary for circulation by Tuesday morning.
The tools that do the workMicrosoft WordESCOjob descriptions
The daily work16

Present and defend proposals for climate change research projects.

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Present and defend the three research proposals on urban heat islands, coastal adaptation, and cloud-seeding…
Present and defend the three research proposals on urban heat islands, coastal adaptation, and cloud-seeding impacts to the city climate advisory board this Thursday at 10am, bring the slide deck, executive summary, budget table, and rebuttals to the expected critiques on sample size and attribution.
The tools that do the workMicrosoft PowerPointMicrosoft WordO*NET

Prepare grant applications to obtain funding for programs related to climate change, environmental management, or sustainability.

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Prepare and submit three grant applications to the regional climate resilience fund by next Tuesday: write…
Prepare and submit three grant applications to the regional climate resilience fund by next Tuesday: write the project narrative, attach the monitoring plan, input the detailed budget and personnel CVs, and produce a one-page policy impact statement for reviewers.
The tools that do the workMicrosoft WordMicrosoft ExcelO*NET

Collaborate with stakeholders

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Set up and run a two-week stakeholder consultation for the coastal management proposal: schedule meetings…
Set up and run a two-week stakeholder consultation for the coastal management proposal: schedule meetings with the fisheries lead Anna Morales, the regional planner James Okoye, and the community liaison Rosa Jimenez, collect their written feedback, and draft a consolidated minutes and action log.
The tools that do the workMicrosoft OfficeMicrosoft Wordjob descriptions

Monitor policy implementation

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Monitor implementation of the urban greenspace policy for the next quarter: track the three outcome…
Monitor implementation of the urban greenspace policy for the next quarter: track the three outcome indicators, request monthly progress reports from the parks department, flag any missed milestones, and prepare a dashboard summary for the director by month-end.
The tools that do the workMicrosoft ExcelMicrosoft PowerPointjob descriptions

Analyse historic weather conditions

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Analyse historic temperature and precipitation records for the past 30 years for County West: clean the…
Analyse historic temperature and precipitation records for the past 30 years for County West: clean the station data, compute trends and seasonal anomalies, run significance tests on change points, and output the charts and bullet-point technical note for the climate team.
The tools that do the workPythonThe MathWorks MATLABESCO

Apply statistical analysis techniques

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Apply statistical analysis to the regional drought dataset: select the appropriate null hypotheses, run…
Apply statistical analysis to the regional drought dataset: select the appropriate null hypotheses, run regression and bootstrapped confidence intervals, document methods and assumptions, and produce reproducible code and a short methods appendix.
The tools that do the workSASPythonESCOsee the evidence ↗

Perform scientific research

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Design and run the field experiment to quantify regional temperature trends: assemble station metadata, clean…
Design and run the field experiment to quantify regional temperature trends: assemble station metadata, clean and quality-control the raw observations, run the chosen statistical trend tests, and produce a methods section and dataset ready for publication by next Wednesday.
The tools that do the workPythonESCOsee the evidence ↗

Apply scientific methods

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Translate the policy question into testable hypotheses, choose control and treatment variables, write the…
Translate the policy question into testable hypotheses, choose control and treatment variables, write the experimental protocol and sampling plan, and run the statistical power calculations so the study can detect a 0.5°C change with 80% power before the grant deadline.
The tools that do the workSASESCOsee the evidence ↗

Execute analytical mathematical calculations

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Compute regional heatwave exposure metrics for the last 30 years: ingest the gridded temperature series,…
Compute regional heatwave exposure metrics for the last 30 years: ingest the gridded temperature series, calculate daily excess-heat measures, aggregate to seasonal and annual summaries, and produce reproducible tables of uncertainty for the report.
The tools that do the workThe MathWorks MATLABESCOsee the evidence ↗

Conduct research on climate processes

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Investigate the physical drivers of recent seasonal rainfall changes: gather reanalysis and station datasets,…
Investigate the physical drivers of recent seasonal rainfall changes: gather reanalysis and station datasets, run correlation and composite analyses of circulation indices, write up results with figures that link mechanisms to observed trends for the policy brief.
The tools that do the workESRI ArcGISPythonESCOsee the evidence ↗

Advise on weather-related issues

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Advise the city council on this week’s heatwave impacts: summarise observed temperature anomalies, translate…
Advise the city council on this week’s heatwave impacts: summarise observed temperature anomalies, translate risks for the homeless outreach team, recommend two emergency cooling actions and one 48-hour public messaging draft by Wednesday morning.
The tools that do the workMicrosoft WordMicrosoft ExcelESCOsee the evidence ↗

Use measurement instruments

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Prepare a checklist and short training note for field technicians to calibrate and validate our rooftop…
Prepare a checklist and short training note for field technicians to calibrate and validate our rooftop sensors: list instruments, target tolerances, step-by-step checks, and a one-page log template for data quality issues by Friday.
The tools that do the workMicrosoft WordMicrosoft ExcelESCOsee the evidence ↗

Scientific research methodology

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Design the study protocol for evaluating urban heat interventions: state hypothesis, sample selection,…
Design the study protocol for evaluating urban heat interventions: state hypothesis, sample selection, measurement schedule, statistical tests, confounder controls, and required sample size calculation so ethics and procurement can review next Tuesday.
The tools that do the workThe MathWorks MATLABMicrosoft WordESCOsee the evidence ↗

Scientific modelling

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Build a simple model to estimate future summer peak temperatures for the next five years under two emissions…
Build a simple model to estimate future summer peak temperatures for the next five years under two emissions scenarios, include assumptions, sensitivity runs, and a one-page explainer for the climate policy team by Monday.
The tools that do the workPythonMicrosoft ExcelESCOsee the evidence ↗

Carry out meteorological research

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Run a focused meteorological study combining station and satellite observations for last month’s storm:…
Run a focused meteorological study combining station and satellite observations for last month’s storm: collate datasets, perform bias corrections, produce a 2-page summary of storm genesis and policy implications for flood planning by Thursday.
The tools that do the workESRI ArcGISSASESCOsee the evidence ↗

Collect weather-related data

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Organise a two-week field campaign to collect surface temperature and humidity across five neighborhoods:…
Organise a two-week field campaign to collect surface temperature and humidity across five neighborhoods: list sites, instruments, sampling frequency, data handling steps, responsible staff, and a data transfer checklist for the modelling team by next Wednesday.
The tools that do the workMicrosoft ExcelMicrosoft WordESCOsee the evidence ↗

Says who?

These are the pages we read to build this. Open any of them and check us.

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The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.

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