Takeover Tracker
51%high risk
Data Entry Keyers
vs

31 shared · 17 different

core competencies

55%high risk
Title Examiners, Abstractors, and Searchers

Side-by-Side Comparison

MetricData Entry KeyersTitle Examiners, Abstractors, and Searchers
Risk Score50.9%55.0%
Risk TierHigh RiskHigh Risk
Risk Percentile97th99th
Tasks at Risk (>50%)7 / 913 / 15
Median Salary$39,850$54,980
Employment135K48K

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

Data Entry Keyers

27%

total discount

Title Examiners, Abstractors, and Searchers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 +$15,130(+38%) vs Data Entry Keyers
Data Entry KeyersTitle Examiners, Abstractors, and Searchers
10th
$30,100$36,710
25th
$34,900$45,020
Median
$39,850$54,980
75th
$47,260$70,290
90th
$56,930$87,240

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Data Entry Keyers2028–2035
Title Examiners, Abstractors, and Searchers2028–2035
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%)

Data Entry Keyers

$19,570

from $39,850

Title Examiners, Abstractors, and Searchers

$24,736

from $54,980

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 Data

0

Unique to Title

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
Data Entry KeyersTitle Examiners, Abstractors, and Searchers
Find transitions from Data Entry KeyersFind transitions from Title Examiners, Abstractors, and Searchers