Funeral Attendants vs Parking Enforcement Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Funeral Attendants

51 shared · 14 different

core competencies

medium risk

Parking Enforcement Workers

Side-by-Side Comparison

Funeral Attendants leads 4–1

Metric	Funeral Attendants	Parking Enforcement Workers
Risk Score	26.2%	42.9%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	23th	87th
Tasks at Risk (>50%)	3 / 15	9 / 15
Median Salary	$34,610	$47,150
Employment	31K	8K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Repairing and Maintaining Electronic Equipment

Handling and Moving Objects

Performing for or Working Directly with the Public

Law and Government

Communicating with Supervisors, Peers, or Subordinates

Assisting and Caring for Others

Getting Information

Public Safety and Security

Education and Training

Making Decisions and Solving Problems

Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Funeral Attendants

27%

total discount

Parking Enforcement Workers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Funeral Attendants

3 of 15 at risk

86%Manage funeral home finances, including receiving payments, making bank deposits, or performing general bookkeeping duties.

84%Obtain burial permits and register deaths.

83%Obtain doctors' signatures on death certificate and complete other paperwork, such as insurance claims forms.

41%Clean and drive funeral vehicles, such as cars or hearses, in funeral processions.

39%Attend to the needs of the bereaved, such as by offering comfort, counseling, or after care programs.

Parking Enforcement Workers

9 of 15 at risk

87%Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.

87%Write warnings and citations for illegally parked vehicles.

86%Identify vehicles in violation of parking codes, checking with dispatchers when necessary to confirm identities or to determine whether vehicles need to be booted or towed.

86%Locate lost, stolen, and counterfeit parking permits, and take necessary enforcement action.

85%Respond to and make radio dispatch calls regarding parking violations and complaints.

Wage Comparison

Parking Enforcement Workers earns +$12,540(+36%) vs Funeral Attendants

Funeral AttendantsParking Enforcement Workers

10th

$26,820$35,410

25th

$29,420$39,930

Median

$34,610$47,150

75th

$39,230$61,210

90th

$46,690$76,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Funeral Attendants2028–2035

Parking Enforcement Workers2028–2035

20242030203520402045

Funeral Attendants has a longer runway before significant displacement, projected 0 years later than Parking Enforcement Workers.

Risk-Adjusted Salary

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

Funeral Attendants

$25,542

from $34,610

Parking Enforcement Workers

$26,904

from $47,150

After adjusting for AI risk, Parking Enforcement Workers offers $1,362 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Funeral

Unique to Parking

Combined Protection Strategy

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

Regulatory Barriers

Fine Manipulation

Creativity

Decision Complexity

Funeral AttendantsParking Enforcement Workers

Find transitions from Funeral Attendants Find transitions from Parking Enforcement Workers