Payroll and Timekeeping Clerks vs Medical Secretaries AI Risk

Job 1

Job 2

Job 1

Job 2

high risk

Payroll and Timekeeping Clerks

41 shared · 10 different

core competencies

high risk

Medical Secretaries

Side-by-Side Comparison

Medical Secretaries leads 4–1

Metric	Payroll and Timekeeping Clerks	Medical Secretaries
Risk Score	58.9%	52.4%
Risk Tier	High Risk	High Risk
Risk Percentile	99th	98th
Tasks at Risk (>50%)	15 / 15	13 / 15
Median Salary	$55,290	$44,640
Employment	157K	831K

Skill Comparison

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards

Customer and Personal Service

MathematicsAI-Vulnerable

Assisting and Caring for Others

Scheduling Work and Activities

Performing Administrative Activities

Processing Information

Communicating with Persons Outside Organization

Analyzing Data or Information

Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Payroll and Timekeeping Clerks

23%

total discount

Medical Secretaries

26%

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.

Medical Secretaries

13 of 15 at risk

88%Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.

87%Transmit correspondence or medical records by mail, e-mail, or fax.

86%Maintain medical records, technical library, or correspondence files.

86%Receive and route messages or documents, such as laboratory results, to appropriate staff.

85%Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.

Wage Comparison

Medical Secretaries earns -$10,650(-19%) vs Payroll and Timekeeping Clerks

Payroll and Timekeeping ClerksMedical Secretaries

10th

$36,670$35,050

25th

$45,440$37,880

Median

$55,290$44,640

75th

$65,750$49,720

90th

$78,830$60,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Payroll and Timekeeping Clerks2028–2035

Medical Secretaries2028–2035

20242030203520402045

Medical Secretaries 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

Medical Secretaries

$21,258

from $44,640

After adjusting for AI risk, Payroll and Timekeeping Clerks offers $1,489 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Payroll

Unique to Medical

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Social Intelligence

Decision Complexity

Payroll and Timekeeping ClerksMedical Secretaries

Find transitions from Payroll and Timekeeping Clerks Find transitions from Medical Secretaries