Takeover Tracker
30%medium risk
Management Analysts
vs

55 shared · 28 different

core competencies

32%medium risk
Market Research Analysts and Marketing Specialists

Side-by-Side Comparison

MetricManagement AnalystsMarket Research Analysts and Marketing Specialists
Risk Score29.8%32.4%
Risk TierMedium RiskMedium Risk
Risk Percentile38th52th
Tasks at Risk (>50%)6 / 114 / 13
Median Salary$101,190$76,950
Employment894K861K

Skill Comparison

|

Sorted by largest difference

Education and Training
Evaluating Information to Determine Compliance with Standards
Personnel and Human Resources
Developing and Building Teams
Provide Consultation and Advice to Others
Resolving Conflicts and Negotiating with Others
Production and Processing
Communicating with Persons Outside Organization
Monitor Processes, Materials, or Surroundings
MathematicsAI-Vulnerable
Coaching and Developing Others
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Management Analysts

33%

total discount

Market Research Analysts and Marketing Specialists

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.

Market Research Analysts and Marketing Specialists

4 of 13 at risk
71%Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
70%Monitor industry statistics and follow trends in trade literature.
55%Measure and assess customer and employee satisfaction.
50%Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
49%Develop and implement procedures for identifying advertising needs.

Wage Comparison

Market Research Analysts and Marketing Specialists earns -$24,240(-24%) vs Management Analysts
Management AnalystsMarket Research Analysts and Marketing Specialists
10th
$59,720$42,070
25th
$76,770$56,220
Median
$101,190$76,950
75th
$133,140$104,870
90th
$174,140$144,610

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Management Analysts2028–2035
Market Research Analysts and Marketing Specialists2028–2035
20242030203520402045

Management Analysts has a longer runway before significant displacement, projected 0 years later than Market Research Analysts and Marketing Specialists.

Risk-Adjusted Salary

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

Management Analysts

$71,076

from $101,190

Market Research Analysts and Marketing Specialists

$52,057

from $76,950

After adjusting for AI risk, Management Analysts offers $19,019 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Management

0

Unique to Market

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Fine Manipulation
Management AnalystsMarket Research Analysts and Marketing Specialists
Find transitions from Management AnalystsFind transitions from Market Research Analysts and Marketing Specialists