Survey Researchers

Life, Physical, and Social Science Occupations · Job Skills & Competencies · SOC 19-3022 · 114 skills

Occupation context

These O*NET tasks describe the occupation. They provide context for this SOC mapping, but do not mean every listed Skill performs every task.

Review, classify, and record survey data in preparation for computer analysis.
Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.
Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting.

O*NET task statements are shown in their source language (English). Task data excerpted from the O*NET® 29.1 Database (USDOL/ETA) and used under CC BY 4.0.

Representative sources

A bounded sample of popular skills mapped to this occupation, with at most one Skill from each GitHub repository. The complete mapped list follows.

survey-data-processing

brycewang-stanford/Auto-Empirical-Research-Skills

Clean, recode, and prepare survey response data for analysis

survey-design-administration

a5c-ai/babysitter

Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection

research-protocol

mohitagw15856/pm-claude-skills

Write a structured research protocol or study design document. Use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. Produces a complete protocol with objectives, methodology, ethical considerations, and analysis plan.

grad-meta-analysis

asgard-ai-platform/skills

Apply meta-analysis to synthesize effect sizes across multiple studies, assess heterogeneity, and evaluate publication bias. Use this skill when the user needs to combine findings from prior research, compare fixed-effect vs random-effects models, compute pooled effect sizes, or when they ask 'what does the overall evidence say', 'how do I combine results across studies', or 'is there publication bias'.

All mapped skills

Browse the complete catalog mapping by repository popularity or latest source activity.

Skill names and descriptions remain in the language supplied by their source repository.

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survey-data-processing

brycewang-stanford/Auto-Empirical-Research-Skills

Clean, recode, and prepare survey response data for analysis

survey-design-administration

a5c-ai/babysitter

Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection

research-protocol

mohitagw15856/pm-claude-skills

Write a structured research protocol or study design document. Use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. Produces a complete protocol with objectives, methodology, ethical considerations, and analysis plan.

grad-meta-analysis

asgard-ai-platform/skills

Apply meta-analysis to synthesize effect sizes across multiple studies, assess heterogeneity, and evaluate publication bias. Use this skill when the user needs to combine findings from prior research, compare fixed-effect vs random-effects models, compute pooled effect sizes, or when they ask 'what does the overall evidence say', 'how do I combine results across studies', or 'is there publication bias'.

grad-survey-design

asgard-ai-platform/skills

Apply rigorous survey design principles including construct operationalization, Likert scale development, reliability and validity assessment, and common method variance control. Use this skill when the user designs questionnaires, develops measurement items, needs to evaluate Cronbach's alpha or AVE, or when they ask 'how do I operationalize this construct', 'is my scale reliable', or 'how do I control for CMV'.

unemployment-statistics

FDU-INS/Insurance-Skills

Query Estonian Unemployment Insurance Fund statistics and studies for labor-market, unemployment, and employment-service indicators.

academic-research

Search academic papers across arXiv, PubMed, Semantic Scholar, bioRxiv, medRxiv, Google Scholar, and more. Get BibTeX citations, download PDFs, analyze citation networks. Use for literature reviews, finding papers, and academic research.

collaborative-deep-research/agent-papers-cli

Verify a specific claim by searching for evidence across web and academic sources. Use when the user asks to verify, fact-check, or confirm a statement.

conjoint-design

scdenney/open-science-skills

Design conjoint experiments. Attributes, power, AMCE/AMIE estimation.

cross-national-design

scdenney/open-science-skills

Design cross-national survey experiments. Power, equivalence, localization.

hypothesis-building

scdenney/open-science-skills

Build falsifiable causal hypotheses. DAGs, FPCI, equivalence testing.

rootnode-domain-research-analysis

drayline/rootnode-skills

Specialized research and analysis prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output) for data analysis, policy research, systematic evidence review, investigative research, and research-specific deliverables. Use when building prompts for quantitative data interpretation, evidence-based policy recommendations, literature reviews, causal analysis, hypothesis-driven investigation, or briefing documents. Trigger on: "prompt for data analysis," "research prompt," "policy brief prompt," "literature review prompt," "prompt for investigating," "systematic review prompt," "build a prompt for evidence synthesis," "causal analysis prompt," "briefing document prompt." Also use when user describes a research or analytical task and needs a structured Claude prompt for it. Do NOT use for evaluating existing prompts (use rootnode-prompt-validation if available) or auditing Claude Projects (use rootnode-project-audit if available).