Climate Analyst

Climate Analyst completes the practical tasks listed here and this page provides 20 real tasks for reference. The examples show who the role serves and how outcomes are tracked. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

20evidenced tasks
20ready prompts
9tools 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.

Analysing4

Analyze climate policy data

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Clean and merge the national emissions and temperature station datasets, run exploratory statistics to detect…
Clean and merge the national emissions and temperature station datasets, run exploratory statistics to detect trends and anomalies for 1990–2025, and deliver a methods note plus a reproducible dataset with code and diagnostics for peer review.
The tools that do the workPythonMicrosoft Exceljob descriptionsO*NET

Prepare policy briefs

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Draft a two-page policy brief for DEFRA summarising projected coastal flood risk under the central and high…
Draft a two-page policy brief for DEFRA summarising projected coastal flood risk under the central and high emissions scenarios, four clear policy recommendations, and one slide-ready figure showing affected population by 2050.
The tools that do the workMicrosoft WordMicrosoft PowerPointESCOjob descriptions

Evaluate climate initiatives

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Evaluate the three city heat-pump incentive pilots using project-level KPIs, cost per tonne CO2e abated, and…
Evaluate the three city heat-pump incentive pilots using project-level KPIs, cost per tonne CO2e abated, and participant uptake; produce a ranked recommendation with sensitivity to 20% higher equipment costs.
The tools that do the workMicrosoft ExcelESCOjob descriptions

Conduct environmental impact assessments

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Carry out an impact assessment for the proposed industrial park expansion: quantify habitat loss, estimate…
Carry out an impact assessment for the proposed industrial park expansion: quantify habitat loss, estimate GHG lifecycle emissions to 2040, and list three mitigation measures with monitoring indicators for planning consent.
The tools that do the workESRI ArcGISjob descriptionsO*NET
The daily work16

Present and defend proposals for climate change research projects.

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Present and defend the three research proposals on regional drought projection methods to the university…
Present and defend the three research proposals on regional drought projection methods to the university review panel on Thursday, open with the key findings, justify methodology and budget lines, and be ready to answer questions on uncertainty and data sources.
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 the grant application for the coastal resilience study due next month, drafting aims,…
Prepare and submit the grant application for the coastal resilience study due next month, drafting aims, methods, budget justification, and a two‑page significance statement, then assemble CVs and letters of support for the funder review panel.
The tools that do the workMicrosoft WordMicrosoft ExcelO*NET

Collaborate with stakeholders

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Coordinate a stakeholder workshop with municipal planners, water utility leads and two NGO partners next…
Coordinate a stakeholder workshop with municipal planners, water utility leads and two NGO partners next Wednesday, circulate an agenda with data products to review, collect their feedback on proposed indicators, and record commitments for the follow‑up technical memo.
The tools that do the workMicrosoft OfficeMicrosoft Wordjob descriptions

Monitor policy implementation

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Monitor implementation of the urban heat mitigation policy over the next quarter by tracking the three…
Monitor implementation of the urban heat mitigation policy over the next quarter by tracking the three delivery milestones, comparing reported actions with the policy text, flagging missed targets to the programme manager, and preparing a compliance snapshot each month.
The tools that do the workMicrosoft Exceljob descriptions

Analyse historic weather conditions

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Analyse historic weather conditions for the 1981–2010 baseline across the river basin, quality‑control…
Analyse historic weather conditions for the 1981–2010 baseline across the river basin, quality‑control station records, compute seasonal means and extremes, and produce a concise methods appendix with plots and data provenance.
The tools that do the workPythonThe MathWorks MATLABESCO

Apply statistical analysis techniques

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Apply statistical analysis to the flood frequency dataset to estimate return periods, run uncertainty bounds…
Apply statistical analysis to the flood frequency dataset to estimate return periods, run uncertainty bounds with bootstrapping, compare three candidate distributions, and produce a short decision note recommending the preferred approach.
The tools that do the workSASRESCOsee the evidence ↗

Advise on weather-related issues

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Advise the regional emergency manager on likely weather impacts for the next 72 hours, outline confidence…
Advise the regional emergency manager on likely weather impacts for the next 72 hours, outline confidence levels and recommended actions for transport and utilities, and send the briefing to Hannah Park and the duty director by 10:00 tomorrow morning.
The tools that do the workPythonESCOsee the evidence ↗

Use measurement instruments

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Calibrate the automatic weather station at Ridgecrest, run the instrument diagnostics, log sensor offsets and…
Calibrate the automatic weather station at Ridgecrest, run the instrument diagnostics, log sensor offsets and battery health, and upload the validated measurement file to the shared archive with a note to maintenance by end of day.
The tools that do the workThe MathWorks MATLABESCOsee the evidence ↗

Scientific research methodology

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Design the observational study to test urban heat island effects: write the hypothesis, list required…
Design the observational study to test urban heat island effects: write the hypothesis, list required instruments and sampling schedule, draft the analysis plan and share it with Dr. Liao and the ethics office by Friday.
The tools that do the workMicrosoft WordESCOsee the evidence ↗

Scientific modelling

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Build and run the regional climate model scenario for the coastal watershed using the high‑resolution physics…
Build and run the regional climate model scenario for the coastal watershed using the high‑resolution physics configuration, compare temperature and precipitation outputs between runs, and save the reproducible scripts and results for review on Monday.
The tools that do the workThe MathWorks MATLABPythonESCOsee the evidence ↗

Carry out meteorological research

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Plan and execute the three‑week meteorological field campaign: confirm site permissions, schedule daily…
Plan and execute the three‑week meteorological field campaign: confirm site permissions, schedule daily radiosonde launches, assign observers, and compile the first data report for the funding agency two weeks after campaign end.
The tools that do the workMicrosoft ExcelMicrosoft WordESCOsee the evidence ↗

Collect weather-related data

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Collect the network rainfall and temperature records for the last five years, quality‑control missing and…
Collect the network rainfall and temperature records for the last five years, quality‑control missing and outlier values, aggregate daily to monthly totals, and deliver the cleaned dataset and summary statistics to the modelling team by Wednesday.
The tools that do the workSASESCOsee the evidence ↗

Perform scientific research

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Design and run the study comparing summer heatwave intensity trends across the Northeast from 1980 to 2020,…
Design and run the study comparing summer heatwave intensity trends across the Northeast from 1980 to 2020, document data sources, processing steps, uncertainty estimates, and draft a methods section suitable for journal submission by next Friday.
The tools that do the workPythonThe MathWorks MATLABESCOsee the evidence ↗

Apply scientific methods

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Formulate hypotheses, select observation and reanalysis datasets to test them, outline the experimental…
Formulate hypotheses, select observation and reanalysis datasets to test them, outline the experimental design with sampling and QA rules, and produce a step-by-step protocol so colleagues can replicate the climate experiments by Monday.
The tools that do the workMicrosoft WordPythonESCOsee the evidence ↗

Execute analytical mathematical calculations

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Calculate seasonal mean temperature anomalies and their 95 percent confidence intervals for the Pacific…
Calculate seasonal mean temperature anomalies and their 95 percent confidence intervals for the Pacific region using the full station network, include code and a short methods note so the numbers can be audited before the department meeting Wednesday.
The tools that do the workThe MathWorks MATLABMicrosoft ExcelESCOsee the evidence ↗

Conduct research on climate processes

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Investigate the role of soil moisture feedbacks on summer precipitation trends, assemble relevant papers,…
Investigate the role of soil moisture feedbacks on summer precipitation trends, assemble relevant papers, process satellite and station datasets, run correlation and composite analyses, and write a one-page summary for the research group by Friday.
The tools that do the workESRI ArcGISPythonESCOsee the evidence ↗

Says who?

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The logs, files & records this job keeps

Shared with other careers — the same record means something different in each.

Related careers

Same family of work — each with its own tasks and prompts.

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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