Takeover Tracker
48%medium risk
Radio Operators
vs

34 shared · 26 different

core competencies

Side-by-Side Comparison

MetricRadio OperatorsLibrary Assistants, Clerical
Risk Score48.0%47.2%
Risk TierMedium RiskMedium Risk
Risk Percentile96th95th
Tasks at Risk (>50%)12 / 1510 / 15
Median SalaryN/A$36,010
EmploymentN/A80K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Communicating with Persons Outside Organization
Telecommunications
Auditory Attention
Performing for or Working Directly with the Public
Making Decisions and Solving Problems
Customer and Personal Service
Public Safety and Security
Training and Teaching Others
Scheduling Work and Activities
Communications and Media
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Radio Operators

28%

total discount

Library Assistants, Clerical

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Radio Operators

12 of 15 at risk
88%Maintain station logs of messages transmitted and received for activities such as flight testing and fire locations.
88%Determine and obtain bearings of sources from which signals originate, using direction-finding procedures and equipment.
84%Communicate with receiving operators to exchange transmission instructions.
84%Review applicable regulations regarding radio communications, and report violations.
78%Operate radio equipment to communicate with ships, aircraft, mining crews, offshore oil rigs, logging camps and other remote operations.

Library Assistants, Clerical

10 of 15 at risk
86%Enter and update patrons' records on computers.
86%Answer routine inquiries and refer patrons in need of professional assistance to librarians.
86%Maintain records of items received, stored, issued, and returned and file catalog cards according to system used.
86%Register new patrons and issue borrower identification cards that permit patrons to borrow books and other materials.
84%Manage reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-dated items.

Wage Comparison

Radio OperatorsLibrary Assistants, Clerical
10th
N/A$25,090
25th
N/A$30,190
Median
N/A$36,010
75th
N/A$44,200
90th
N/A$52,790

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Radio Operators20282035
Library Assistants, Clerical20282035
20242030203520402045

Library Assistants, Clerical has a longer runway before significant displacement, projected 0 years later than Radio Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Radio

0

Unique to Library

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Radio OperatorsLibrary Assistants, Clerical