Survey Data Processor

Survey Data Processor carries out essential functions and this page lists 20 real tasks to illustrate what success looks like. Each task reveals who you coordinate with and what evidence guides choices. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

20evidenced tasks
20ready prompts
6tools of the trade
19-3022.00O*NET-SOC code
8,290hold this job (US, BLS 2025)
$69,460median pay/yr (US)
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What it pays

Government survey numbers — not estimates, not ads.

Half of all Survey Researchers in the U.S. earn more than $69,460 a year — the middle 80% land between $39,260 and $130,860. About 8,290 people in the U.S. do this work. Figures are for the U.S. occupation group “Survey Researchers”. (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).
$69,460typical pay / year
8,290people in this work
$130,860+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.

Analysing2

Collect data through surveys

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Collect field responses from the five village teams between Monday and Thursday, verify each questionnaire…
Collect field responses from the five village teams between Monday and Thursday, verify each questionnaire for required location and instrument calibration notes, compile the cleaned records into one table, and send the dataset and a one-page response-rate note to Priya by Friday noon.
The tools that do the workMicrosoft Exceljob descriptionsO*NETWikipedia

Interpret survey results

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Review the cleaned dataset from last week, run descriptive checks on elevation and slope measurements, flag…
Review the cleaned dataset from last week, run descriptive checks on elevation and slope measurements, flag outliers and inconsistencies with original instrument logs, write a two-page interpretation of main patterns and uncertainty to attach to the survey package for the engineering lead by Wednesday.
The tools that do the workIBM SPSS Statisticsjob descriptionsWikipedia
Keeping the record2

Plan and develop survey methods

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Draft a field method for the coastal topography campaign: outline control point setup, instrument calibration…
Draft a field method for the coastal topography campaign: outline control point setup, instrument calibration steps, sample spacing and QA checks, estimate daily output per crew, and circulate the methods and schedule to field supervisors for approval by next Tuesday.
The tools that do the workMicrosoft WordMicrosoft Projectjob descriptionsO*NET

Adjust survey design for practicality

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Adjust the survey design for the steep ravine sector by reducing transect length, adding a backup control…
Adjust the survey design for the steep ravine sector by reducing transect length, adding a backup control point, and specifying hand-held backup readings where instrument setup is impractical, then update the methods sheet and notify the crews before their Thursday shift.
The tools that do the workMicrosoft Wordjob descriptionsO*NET
Fixing1

Implement data collection procedures.

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Put the new data collection procedure into practice this week: brief the three crews on calibration,…
Put the new data collection procedure into practice this week: brief the three crews on calibration, measurement order, and electronic logging, collect the first two days of forms and instrument logs, reconcile entries against GPS timestamps daily and report any failures to operations by end of shift.
The tools that do the workMicrosoft TeamsMicrosoft ExcelO*NETWikipedia
Care1

Hire and train recruiters and data collectors.

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Hire two data collectors and one supervisor for the summer campaign, prepare a one-page role description with…
Hire two data collectors and one supervisor for the summer campaign, prepare a one-page role description with calibration and logging expectations, schedule three half-day training sessions on instrument use and QA checks next week, and send interview feedback to HR by Friday evening.
The tools that do the workMicrosoft WordMicrosoft Teamsjob descriptionsO*NET
The daily work14
km/h RPM

Surveying methods

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Write the methods section for the county boundary survey describing instrument calibration, baseline setups,…
Write the methods section for the county boundary survey describing instrument calibration, baseline setups, control point collection, error budgets, sampling intervals, and how we recorded measurements so the field crew and the client can reproduce the survey.
The tools that do the workMicrosoft WordMicrosoft ExcelESCOsee the evidence ↗

Conduct underwater surveys

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Prepare the underwater survey plan that specifies dive and sonar setups, instrument calibration procedures,…
Prepare the underwater survey plan that specifies dive and sonar setups, instrument calibration procedures, control point placement, data logging protocols, bathymetric sampling intervals, safety checks, and a deliverable checklist for the dive team and NAVY permits.
The tools that do the workMicrosoft WordMicrosoft ExcelESCOsee the evidence ↗

Map marine environments

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Map the seabed habitats from the June R/V Pelican multibeam run, classify substrate and kelp zones,…
Map the seabed habitats from the June R/V Pelican multibeam run, classify substrate and kelp zones, georeference the transects to WGS84, and deliver one GIS-ready bathymetry grid and a labeled habitat map by Wednesday for the marine protected area report.
The tools that do the workMicrosoft ExcelESCO

Collect scientific data

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Collect water column and benthic temperature and salinity readings along the scheduled transects today, log…
Collect water column and benthic temperature and salinity readings along the scheduled transects today, log instrument serials and calibration notes, flag any gaps, and upload the consolidated dataset to the project folder before the end of shift.
The tools that do the workMicrosoft ExcelESCO

Calibrate electronic instruments

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Calibrate the CTD and depth sounder before the morning cast: run the factory calibration check, record…
Calibrate the CTD and depth sounder before the morning cast: run the factory calibration check, record offsets and ambient conditions in the log, perform a verification cast, and note any drift that would require a maintenance work order.
The tools that do the workMicrosoft WordESCOsee the evidence ↗

Record survey measurements

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Record horizontal positions, tide-corrected depths, and feature notes for each sonar ping during the…
Record horizontal positions, tide-corrected depths, and feature notes for each sonar ping during the afternoon survey, timestamp each entry, attach instrument serials, and produce the raw measurement CSV for post-processing.
The tools that do the workMicrosoft ExcelESCOsee the evidence ↗

Operate surveying instruments

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Operate the side-scan and multibeam runs on the western reef transects tonight, monitor beam timing and…
Operate the side-scan and multibeam runs on the western reef transects tonight, monitor beam timing and vessel motion, annotate any data gaps or spikes in the run log, and hand over the raw files with navigation logs to processing.
The tools that do the workMicrosoft TeamsESCOsee the evidence ↗

Document survey operations

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Document today’s survey operations: assemble the equipment checklist, list personnel and watch times, attach…
Document today’s survey operations: assemble the equipment checklist, list personnel and watch times, attach calibration records and raw file names, summarize anomalies, and circulate the operational report to the project manager and QA by 0900 tomorrow.
The tools that do the workMicrosoft WordESCOsee the evidence ↗

Address sampling issues and nonresponse problems

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Investigate the sampling frame and nonresponse patterns for the coastal landowner survey, compare respondent…
Investigate the sampling frame and nonresponse patterns for the coastal landowner survey, compare respondent demographics to the known population, propose weighting adjustments and at least two imputation strategies, and produce a short memo with error estimates by Friday.
The tools that do the workIBM SPSS Statisticsjob descriptionsWikipedia

Write proposals to win new projects.

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Draft a concise proposal to win the municipal topography contract: scope of survey deliverables, methodology…
Draft a concise proposal to win the municipal topography contract: scope of survey deliverables, methodology using our calibrated total station and GNSS control, timeline with key milestones, fixed price and optional extras, and two client references, due next Tuesday.
The tools that do the workMicrosoft WordMicrosoft ExcelO*NET

Test surveys for question clarity

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Run a cognitive test of the draft questionnaire with ten field technicians, record where wording confused…
Run a cognitive test of the draft questionnaire with ten field technicians, record where wording confused respondents, measure time-to-complete per section, recommend three wording changes and one layout tweak, and return a test report by Thursday noon.
The tools that do the workMicrosoft Wordjob descriptions

Summarize survey findings visually

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Create a visual summary of the last land use survey: three key charts showing land-cover proportions, change…
Create a visual summary of the last land use survey: three key charts showing land-cover proportions, change since 2018, and confidence intervals, annotate each chart with a one-sentence takeaway, and export a slide-ready graphic for the client meeting on Wednesday.
The tools that do the workMicrosoft ExcelMicrosoft PowerPointjob descriptions

Collaborate with team members

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Set up a shared workspace for the surveying team: upload raw measurement files, a cleaned dataset, the…
Set up a shared workspace for the surveying team: upload raw measurement files, a cleaned dataset, the current data dictionary, assign tasks for QC to Marco and Aisha, set deadlines for checkpoint reviews next Monday, and notify the crew by end of day.
The tools that do the workMicrosoft Teamsjob descriptions

Ensure ethical standards in survey research.

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Review the survey protocol to ensure ethics: verify informed consent language, remove direct identifiers from…
Review the survey protocol to ensure ethics: verify informed consent language, remove direct identifiers from the working dataset, document access controls, add an anonymization step before analysis, and produce an ethics checklist for the audit due Friday.
The tools that do the workMicrosoft WordWikipedia

Says who?

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Activities this job lives in

The human activities behind the tasks — each with its honest AI ceiling.

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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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses