Takeover Tracker
33%medium risk
Insurance Sales Agents
vs

51 shared · 12 different

core competencies

40%medium risk
Bill and Account Collectors

Side-by-Side Comparison

MetricInsurance Sales AgentsBill and Account Collectors
Risk Score33.2%39.9%
Risk TierMedium RiskMedium Risk
Risk Percentile57th81th
Tasks at Risk (>50%)6 / 158 / 15
Median Salary$60,370$46,040
Employment469K165K

Skill Comparison

|

Sorted by largest difference

Sales and Marketing
Performing for or Working Directly with the Public
Education and Training
Thinking Creatively
Analyzing Data or Information
Judging the Qualities of Things, Services, or People
Developing Objectives and Strategies
Establishing and Maintaining Interpersonal Relationships
Reading ComprehensionAI-Vulnerable
Clerical
Evaluating Information to Determine Compliance with Standards
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Insurance Sales Agents

28%

total discount

Bill and Account Collectors

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Insurance Sales Agents

6 of 15 at risk
86%Perform administrative tasks, such as maintaining records and handling policy renewals.
84%Contact underwriter and submit forms to obtain binder coverage.
80%Ensure that policy requirements are fulfilled, including any necessary medical examinations and the completion of appropriate forms.
69%Calculate premiums and establish payment method.
54%Develop marketing strategies to compete with other individuals or companies who sell insurance.

Bill and Account Collectors

8 of 15 at risk
88%Receive payments and post amounts paid to customer accounts.
88%Perform various administrative functions for assigned accounts, such as recording address changes and purging the records of deceased customers.
87%Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.
86%Locate and monitor overdue accounts, using computers and a variety of automated systems.
85%Notify credit departments, order merchandise repossession or service disconnection, and turn over account records to attorneys when customers fail to respond to collection attempts.

Wage Comparison

Bill and Account Collectors earns -$14,330(-24%) vs Insurance Sales Agents
Insurance Sales AgentsBill and Account Collectors
10th
$36,390$33,960
25th
$45,520$38,290
Median
$60,370$46,040
75th
$91,150$54,990
90th
$135,660$65,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Insurance Sales Agents2028–2035
Bill and Account Collectors2028–2035
20242030203520402045

Insurance Sales Agents has a longer runway before significant displacement, projected 0 years later than Bill and Account Collectors.

Risk-Adjusted Salary

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

Insurance Sales Agents

$40,351

from $60,370

Bill and Account Collectors

$27,684

from $46,040

After adjusting for AI risk, Insurance Sales Agents offers $12,667 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Insurance

0

Unique to Bill

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Insurance Sales AgentsBill and Account Collectors
Find transitions from Insurance Sales AgentsFind transitions from Bill and Account Collectors