Takeover Tracker
30%medium risk
Management Analysts
vs

53 shared · 31 different

core competencies

30%medium risk
Survey Researchers

Side-by-Side Comparison

MetricManagement AnalystsSurvey Researchers
Risk Score29.8%30.1%
Risk TierMedium RiskMedium Risk
Risk Percentile38th40th
Tasks at Risk (>50%)6 / 115 / 15
Median Salary$101,190$63,380
Employment894K8K

Skill Comparison

|

Sorted by largest difference

Provide Consultation and Advice to Others
Monitor Processes, Materials, or Surroundings
Education and Training
Communicating with Persons Outside Organization
Production and Processing
Resolving Conflicts and Negotiating with Others
Mathematical Reasoning
Personnel and Human Resources
Developing Objectives and Strategies
Number Facility
Administration and Management
Sales and Marketing

Protective Factors

Higher values indicate stronger protection against AI displacement

Management Analysts

33%

total discount

Survey Researchers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Management Analysts

6 of 11 at risk
82%Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.
69%Gather and organize information on problems or procedures.
53%Recommend purchase of storage equipment and design area layout to locate equipment in space available.
53%Analyze data gathered and develop solutions or alternative methods of proceeding.
53%Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

Survey Researchers

5 of 15 at risk
85%Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting.
68%Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.
63%Review, classify, and record survey data in preparation for computer analysis.
51%Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.
51%Write proposals to win new projects.

Wage Comparison

Survey Researchers earns -$37,810(-37%) vs Management Analysts
Management AnalystsSurvey Researchers
10th
$59,720$36,950
25th
$76,770$46,110
Median
$101,190$63,380
75th
$133,140$85,370
90th
$174,140$118,730

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Management Analysts2028–2035
Survey Researchers2028–2035
20242030203520402045

Management Analysts has a longer runway before significant displacement, projected 0 years later than Survey Researchers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Management Analysts

$71,076

from $101,190

Survey Researchers

$44,277

from $63,380

After adjusting for AI risk, Management Analysts offers $26,799 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Management

0

Unique to Survey

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Management AnalystsSurvey Researchers
Find transitions from Management AnalystsFind transitions from Survey Researchers