Takeover Tracker
vs

35 shared · 13 different

core competencies

Side-by-Side Comparison

MetricPayroll and Timekeeping ClerksTitle Examiners, Abstractors, and Searchers
Risk Score58.9%55.0%
Risk TierHigh RiskHigh Risk
Risk Percentile99th99th
Tasks at Risk (>50%)15 / 1513 / 15
Median Salary$55,290$54,980
Employment157K48K

Skill Comparison

|

Sorted by largest difference

Performing Administrative Activities
Law and Government
Clerical
Identifying Objects, Actions, and Events
Mathematical Reasoning
Interpreting the Meaning of Information for Others
Documenting/Recording Information
Making Decisions and Solving Problems
MathematicsAI-Vulnerable
Getting Information
Analyzing Data or Information
Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Payroll and Timekeeping Clerks

23%

total discount

Title Examiners, Abstractors, and Searchers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Payroll and Timekeeping Clerks

15 of 15 at risk
87%Process and issue employee paychecks and statements of earnings and deductions.
87%Complete time sheets showing employees' arrival and departure times.
87%Keep track of leave time, such as vacation, personal, and sick leave, for employees.
86%Compile employee time, production, and payroll data from time sheets and other records.
86%Verify attendance, hours worked, and pay adjustments, and post information onto designated records.

Title Examiners, Abstractors, and Searchers

13 of 15 at risk
86%Prepare and issue title commitments and title insurance policies based on information compiled from title searches.
85%Verify accuracy and completeness of land-related documents accepted for registration, preparing rejection notices when documents are not acceptable.
85%Prepare lists of all legal instruments applying to a specific piece of land and the buildings on it.
84%Examine individual titles to determine if restrictions, such as delinquent taxes, will affect titles and limit property use.
84%Retrieve and examine real estate closing files for accuracy and to ensure that information included is recorded and executed according to regulations.

Wage Comparison

Title Examiners, Abstractors, and Searchers earns -$310(-1%) vs Payroll and Timekeeping Clerks
Payroll and Timekeeping ClerksTitle Examiners, Abstractors, and Searchers
10th
$36,670$36,710
25th
$45,440$45,020
Median
$55,290$54,980
75th
$65,750$70,290
90th
$78,830$87,240

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Payroll and Timekeeping Clerks20282035
Title Examiners, Abstractors, and Searchers20282035
20242030203520402045

Title Examiners, Abstractors, and Searchers has a longer runway before significant displacement, projected 0 years later than Payroll and Timekeeping Clerks.

Risk-Adjusted Salary

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

Payroll and Timekeeping Clerks

$22,746

from $55,290

Title Examiners, Abstractors, and Searchers

$24,736

from $54,980

After adjusting for AI risk, Title Examiners, Abstractors, and Searchers offers $1,989 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Payroll

0

Unique to Title

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Payroll and Timekeeping ClerksTitle Examiners, Abstractors, and Searchers