Takeover Tracker
30%medium risk
Management Analysts
vs

49 shared · 36 different

core competencies

32%medium risk
Personal Financial Advisors

Side-by-Side Comparison

MetricManagement AnalystsPersonal Financial Advisors
Risk Score29.8%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile38th51th
Tasks at Risk (>50%)6 / 115 / 15
Median Salary$101,190$102,140
Employment894K270K

Skill Comparison

|

Sorted by largest difference

Provide Consultation and Advice to Others
Coordinating the Work and Activities of Others
Developing and Building Teams
Performing for or Working Directly with the Public
Sociology and Anthropology
Communicating with Supervisors, Peers, or Subordinates
Estimating the Quantifiable Characteristics of Products, Events, or Information
Personnel and Human Resources
Education and Training
Economics and Accounting
Production and Processing
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Management Analysts

33%

total discount

Personal Financial Advisors

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.

Personal Financial Advisors

5 of 15 at risk
86%Implement financial planning recommendations or refer clients to someone who can assist them with plan implementation.
86%Guide clients in the gathering of information, such as bank account records, income tax returns, life and disability insurance records, pension plans, or wills.
71%Explain to clients the personal financial advisor's responsibilities and the types of services to be provided.
68%Prepare or interpret for clients information such as investment performance reports, financial document summaries, or income projections.
51%Review clients' accounts and plans regularly to determine whether life changes, economic changes, environmental concerns, or financial performance indicate a need for plan reassessment.

Wage Comparison

Personal Financial Advisors earns +$950(+1%) vs Management Analysts
Management AnalystsPersonal Financial Advisors
10th
$59,720$49,990
25th
$76,770$70,620
Median
$101,190$102,140
75th
$133,140$172,540
90th
$174,140$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Management Analysts2028–2035
Personal Financial Advisors2028–2035
20242030203520402045

Management Analysts has a longer runway before significant displacement, projected 0 years later than Personal Financial Advisors.

Risk-Adjusted Salary

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

Management Analysts

$71,076

from $101,190

Personal Financial Advisors

$69,568

from $102,140

After adjusting for AI risk, Management Analysts offers $1,508 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Management

0

Unique to Personal

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Decision Complexity
Management AnalystsPersonal Financial Advisors
Find transitions from Management AnalystsFind transitions from Personal Financial Advisors