What it pays
Government survey numbers — not estimates, not ads.
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.
Assess public opinion and voting patterns
+Assess recent public opinion polls and turnout records in Michigan and Wisconsin, merge demographic and…
Assess public opinion and voting patterns
+Teach political science.
+Design this semester's introductory lecture series: draft three lecture outlines on elections, institutions,…
Teach political science.
+Compare different political systems
+Compare parliamentary, presidential, and semi-presidential systems by building a three-column brief that…
Compare different political systems
+Gather data through surveys and empirical research
+Draft a survey plan to measure voter attitudes on healthcare and taxation: define target sample quotas by…
Gather data through surveys and empirical research
+Evaluate the impact of policies and laws
+Evaluate the 2023 housing law by assembling outcome indicators—eviction rates, rental prices, housing…
Evaluate the impact of policies and laws
+Conduct media commentary on political issues
+Prepare a 90-second media commentary on the new budget: craft a clear opening line, three evidence-backed…
Conduct media commentary on political issues
+Publish articles and give presentations on research findings
+Draft and publish three op-eds and a 12-slide presentation summarising our vaccine uptake study, assign…
Publish articles and give presentations on research findings
+Identify issues for research and analysis.
+Map the top five policy problems from constituent feedback and briefing notes, rank them by political…
Identify issues for research and analysis.
+Conduct research using quantitative methods
+Run the agreed quantitative study: clean the survey dataset, compute descriptive stats and regression models…
Conduct research using quantitative methods
+Serve on committees.
+Prepare my committee brief: summarise agenda items, note our recommendations, attach evidence links and a…
Serve on committees.
+Prepare legislative proposals for government
+Analyse the latest administrative dataset to estimate program impact: select variables, run matching and…
Prepare legislative proposals for government
+Use statistical methods to interpret data
+Take the raw survey and administrative files, clean and merge them, calculate means, variances and subgroup…
Use statistical methods to interpret data
+Scientific research methodology
+Design a rigorous study protocol to test whether the carbon pricing pilot reduces emissions from public…
Scientific research methodology
+Report analysis results
+Produce a clear results report summarising the carbon pricing pilot evaluation for council leaders: executive…
Report analysis results
+Interpret constitutions and legal frameworks
+Read the constitution and recent constitutional court rulings, extract clauses that limit executive emergency…
Interpret constitutions and legal frameworks
+Examine topical matters such as decision-making processes
+Map the ministry's current decision-making steps for infrastructure approvals, identify bottlenecks and where…
Examine topical matters such as decision-making processes
+Advise governments and institutional organisations on governance matters
+Review the governance code and the agency's last annual report, identify three governance weaknesses that…
Advise governments and institutional organisations on governance matters
+Government policy
+Draft a policy brief that synthesises current evidence on urban transport subsidies, estimate fiscal impact…
Government policy
+Government policy implementation
+Turn the implementation plan into a checklist of required approvals, staffing and procurement steps, assign…
Government policy implementation
+Apply statistical analysis techniques
+Run statistical tests on the household survey to estimate treatment effects on voter turnout, produce a…
Apply statistical analysis techniques
+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 rest of the map
Same library, five ways in.
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