Average realistic automation risk across all Market Research Analyst profiles in the dataset.
Raw potential
74%
Realistic risk
47%
Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context.
Score spread
Distribution across 35 profiles.
Middle half of Market Research Analysts score between 43% and 53%.
0%
50%
100%
p10 · 37%
55% · p90
Task breakdown by work type
On-screen work68%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen26%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action0%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person7%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Market Research Analyst, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Collecting and compiling data from various online databases, industry reports, and surveys to gather market statistics and trends
25%AD
34%
Analyzing market data using statistical tools (e.g., regression analysis, segmentation) to identify patterns, trends, or insights
24%DD
66%
Creating visual reports (e.g., charts, graphs, dashboards) to present findings to stakeholders or clients in an easy-to-understand format
deep expertisesocial element
15%DD
25%
Meeting with clients or internal teams to discuss research objectives, present findings, or refine project scopes based on feedback
deep expertisesocial core
14%AA
0%
Writing detailed reports or summaries that interpret data findings, explain implications, and provide actionable recommendations for business decisions
deep expertisesocial element
10%DD
30%
Conducting primary research, such as designing and distributing surveys or interviews to gather direct feedback from consumers or industry experts
deep expertisesocial core
7%AD
4%
Cleaning and organizing raw data (e.g., removing duplicates, correcting errors, standardizing formats) to prepare it for analysis
1%DD
86%
TaskTimeTypeExposure
Analyzing market data using statistical tools (e.g., regression analysis, segmentation) to identify patterns, trends, or insights
26%DD
87%
Cleaning and organizing raw data (e.g., removing duplicates, correcting errors, standardizing formats) to prepare it for analysis
21%DD
62%
Collecting and compiling data from various online databases, industry reports, and surveys to gather market statistics and trends
20%AD
28%
Conducting primary research, such as designing and distributing surveys or interviews to gather direct feedback from consumers or industry experts
deep expertisesocial core
10%AD
10%
Writing detailed reports or summaries that interpret data findings, explain implications, and provide actionable recommendations for business decisions
deep expertisesocial element
9%DD
28%
Meeting with clients or internal teams to discuss research objectives, present findings, or refine project scopes based on feedback
deep expertisesocial core
6%AA
4%
Creating visual reports (e.g., charts, graphs, dashboards) to present findings to stakeholders or clients in an easy-to-understand format
4%DD
47%
TaskTimeTypeExposure
Analyzing market data using statistical tools (e.g., regression analysis, segmentation) to identify patterns, trends, or insights
25%DD
92%
Writing detailed reports or summaries that interpret data findings, explain implications, and provide actionable recommendations for business decisions
21%DD
54%
Creating visual reports (e.g., charts, graphs, dashboards) to present findings to stakeholders or clients in an easy-to-understand format
19%DD
52%
Collecting and compiling data from various online databases, industry reports, and surveys to gather market statistics and trends
16%AD
48%
Cleaning and organizing raw data (e.g., removing duplicates, correcting errors, standardizing formats) to prepare it for analysis
8%DD
67%
Conducting primary research, such as designing and distributing surveys or interviews to gather direct feedback from consumers or industry experts
deep expertisesocial element
8%AD
20%
Meeting with clients or internal teams to discuss research objectives, present findings, or refine project scopes based on feedback
deep expertisesocial core
1%AA
0%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
