Takeover Tracker
30%medium risk
Management Analysts
vs

44 shared · 41 different

core competencies

38%medium risk
Risk Management Specialists

Side-by-Side Comparison

MetricManagement AnalystsRisk Management Specialists
Risk Score29.8%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile38th77th
Tasks at Risk (>50%)6 / 119 / 15
Median Salary$101,190$80,190
Employment894K127K

Skill Comparison

|

Sorted by largest difference

Provide Consultation and Advice to Others
Sales and Marketing
Education and Training
Monitor Processes, Materials, or Surroundings
Sociology and Anthropology
Developing and Building Teams
Psychology
Selling or Influencing Others
Developing Objectives and Strategies
Interpreting the Meaning of Information for Others
Scheduling Work and Activities
Operations Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Management Analysts

33%

total discount

Risk Management 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.

Risk Management Specialists

9 of 15 at risk
87%Gather risk-related data from internal or external resources.
85%Document, and ensure communication of, key risks.
71%Produce reports or presentations that outline findings, explain risk positions, or recommend changes.
67%Maintain input or data quality of risk management systems.
53%Evaluate the risks related to green investments, such as renewable energy company stocks.

Wage Comparison

Risk Management Specialists earns -$21,000(-21%) vs Management Analysts
Management AnalystsRisk Management Specialists
10th
$59,720$46,420
25th
$76,770$60,140
Median
$101,190$80,190
75th
$133,140$109,120
90th
$174,140$151,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Management Analysts2028–2035
Risk Management Specialists2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Management Analysts

$71,076

from $101,190

Risk Management Specialists

$49,349

from $80,190

After adjusting for AI risk, Management Analysts offers $21,727 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Management

0

Unique to Risk

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Decision Complexity
Management AnalystsRisk Management Specialists
Find transitions from Management AnalystsFind transitions from Risk Management Specialists