Takeover Tracker
32%medium risk
Personal Financial Advisors
vs

51 shared · 24 different

core competencies

37%medium risk
Loan Officers

Side-by-Side Comparison

MetricPersonal Financial AdvisorsLoan Officers
Risk Score31.9%36.6%
Risk TierMedium RiskMedium Risk
Risk Percentile51th71th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$102,140$74,180
Employment270K291K

Skill Comparison

|

Sorted by largest difference

Developing Objectives and Strategies
Analyzing Data or Information
Identifying Objects, Actions, and Events
Evaluating Information to Determine Compliance with Standards
Monitoring and Controlling Resources
Monitor Processes, Materials, or Surroundings
Making Decisions and Solving Problems
Coaching and Developing Others
Psychology
Thinking Creatively
Guiding, Directing, and Motivating Subordinates
Systems Evaluation

Protective Factors

Higher values indicate stronger protection against AI displacement

Personal Financial Advisors

31%

total discount

Loan Officers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Loan Officers

7 of 15 at risk
89%Compute payment schedules.
87%Submit applications to credit analysts for verification and recommendation.
86%Review loan agreements to ensure that they are complete and accurate according to policy.
86%Review and update credit and loan files.
65%Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.

Wage Comparison

Loan Officers earns -$27,960(-27%) vs Personal Financial Advisors
Personal Financial AdvisorsLoan Officers
10th
$49,990$38,490
25th
$70,620$50,460
Median
$102,140$74,180
75th
$172,540$101,920
90th
$239,200$145,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Personal Financial Advisors2028–2035
Loan Officers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Personal Financial Advisors

$69,568

from $102,140

Loan Officers

$47,038

from $74,180

After adjusting for AI risk, Personal Financial Advisors offers $22,530 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Personal

0

Unique to Loan

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Personal Financial AdvisorsLoan Officers
Find transitions from Personal Financial AdvisorsFind transitions from Loan Officers