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Government
Management Analyst
Based on 10 assessments · 1 from real users
36%
Moderate risk
Average realistic automation risk across all Management Analyst profiles in the dataset.
Score spread
Distribution across 10 profiles.
Middle half of Management Analysts score between 29% and 43%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Management Analyst, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Analyze operational metrics, identify trends, and prepare written recommendations for process improvements
deep expertise
social element
28%
DD
25%
Follow up on previous recommendations, monitor implementation progress, and adjust analysis based on stakeholder feedback
deep expertise
social core
23%
AA
0%
Conduct meetings with department heads and stakeholders to understand pain points, document findings, and present findings back
23%
AA
4%
Review budgets, track spending against forecasts, and prepare variance analysis reports
11%
DD
90%
Gather data from multiple systems and departments, compile into spreadsheets, and create summary reports for leadership meetings
8%
DD
49%
Create and maintain dashboards, charts, and visualizations to track KPIs and business performance over time
5%
DD
49%
Document standard operating procedures, create process maps, and identify bottlenecks in existing workflows
deep expertise
social core
1%
AD
10%
Gather data from multiple systems and departments, compile into spreadsheets, and create summary reports for leadership meetings
22%
DD
63%
Follow up on previous recommendations, monitor implementation progress, and adjust analysis based on stakeholder feedback
deep expertise
social core
18%
AA
4%
Analyze operational metrics, identify trends, and prepare written recommendations for process improvements
deep expertise
social element
17%
DD
32%
Review budgets, track spending against forecasts, and prepare variance analysis reports
14%
DD
94%
Document standard operating procedures, create process maps, and identify bottlenecks in existing workflows
deep expertise
social core
10%
AD
9%
Conduct meetings with department heads and stakeholders to understand pain points, document findings, and present findings back
deep expertise
social core
9%
AA
6%
Create and maintain dashboards, charts, and visualizations to track KPIs and business performance over time
6%
DD
53%
Gather data from multiple systems and departments, compile into spreadsheets, and create summary reports for leadership meetings
25%
DD
69%
Review budgets, track spending against forecasts, and prepare variance analysis reports
16%
DD
92%
Document standard operating procedures, create process maps, and identify bottlenecks in existing workflows
deep expertise
social core
14%
AD
15%
Analyze operational metrics, identify trends, and prepare written recommendations for process improvements
deep expertise
social element
13%
DD
32%
Create and maintain dashboards, charts, and visualizations to track KPIs and business performance over time
12%
DD
49%
Follow up on previous recommendations, monitor implementation progress, and adjust analysis based on stakeholder feedback
deep expertise
social core
10%
AA
6%
Conduct meetings with department heads and stakeholders to understand pain points, document findings, and present findings back
deep expertise
social core
7%
AA
4%
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