Takeover Tracker
55%high risk
Title Examiners, Abstractors, and Searchers
vs

31 shared · 17 different

core competencies

51%high risk
Data Entry Keyers

Side-by-Side Comparison

MetricTitle Examiners, Abstractors, and SearchersData Entry Keyers
Risk Score55.0%50.9%
Risk TierHigh RiskHigh Risk
Risk Percentile99th97th
Tasks at Risk (>50%)13 / 157 / 9
Median Salary$54,980$39,850
Employment48K135K

Skill Comparison

|

Sorted by largest difference

English Language
Getting Information
Identifying Objects, Actions, and Events
Clerical
Performing Administrative Activities
Judging the Qualities of Things, Services, or People
Oral Expression
Customer and Personal Service
Interpreting the Meaning of Information for Others
Analyzing Data or Information
Monitor Processes, Materials, or Surroundings
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Title Examiners, Abstractors, and Searchers

25%

total discount

Data Entry Keyers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Data Entry Keyers

7 of 9 at risk
88%Maintain logs of activities and completed work.
87%Compare data with source documents, or re-enter data in verification format to detect errors.
86%Locate and correct data entry errors, or report them to supervisors.
85%Resolve garbled or indecipherable messages, using cryptographic procedures and equipment.
64%Compile, sort, and verify the accuracy of data before it is entered.

Wage Comparison

Data Entry Keyers earns -$15,130(-28%) vs Title Examiners, Abstractors, and Searchers
Title Examiners, Abstractors, and SearchersData Entry Keyers
10th
$36,710$30,100
25th
$45,020$34,900
Median
$54,980$39,850
75th
$70,290$47,260
90th
$87,240$56,930

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Title Examiners, Abstractors, and Searchers2028–2035
Data Entry Keyers2028–2035
20242030203520402045

Data Entry Keyers has a longer runway before significant displacement, projected 0 years later than Title Examiners, Abstractors, and Searchers.

Risk-Adjusted Salary

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

Title Examiners, Abstractors, and Searchers

$24,736

from $54,980

Data Entry Keyers

$19,570

from $39,850

After adjusting for AI risk, Title Examiners, Abstractors, and Searchers offers $5,165 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Title

0

Unique to Data

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
Title Examiners, Abstractors, and SearchersData Entry Keyers
Find transitions from Title Examiners, Abstractors, and SearchersFind transitions from Data Entry Keyers