Embalmers vs Physical Therapist Assistants AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Embalmers

63 shared · 21 different

core competencies

low risk

Physical Therapist Assistants

Side-by-Side Comparison

Embalmers leads 3–2

Metric	Embalmers	Physical Therapist Assistants
Risk Score	17.6%	22.5%
Risk Tier	Low Risk	Low Risk
Risk Percentile	3th	12th
Tasks at Risk (>50%)	2 / 15	1 / 15
Median Salary	$56,280	$65,510
Employment	3K	108K

Skill Comparison

Sorted by largest difference

Chemistry

Controlling Machines and Processes

Customer and Personal Service

Documenting/Recording Information

Handling and Moving Objects

Operating Vehicles, Mechanized Devices, or Equipment

Administration and Management

Communicating with Persons Outside Organization

Medicine and Dentistry

Making Decisions and Solving Problems

Performing for or Working Directly with the Public

Visual Color Discrimination

Protective Factors

Higher values indicate stronger protection against AI displacement

Embalmers

32%

total discount

Physical Therapist Assistants

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Embalmers

2 of 15 at risk

85%Maintain records, such as itemized lists of clothing or valuables delivered with body and names of persons embalmed.

77%Conform to laws of health and sanitation and ensure that legal requirements concerning embalming are met.

37%Clean and disinfect areas in which bodies are prepared and embalmed.

33%Dress bodies and place them in caskets.

33%Wash and dry bodies, using germicidal soap and towels or hot air dryers.

Physical Therapist Assistants

1 of 15 at risk

86%Document patient information, such as notes on their progress.

43%Observe patients during treatments to compile and evaluate data on their responses and progress and provide results to physical therapist in person or through progress notes.

43%Clean work area and check and store equipment after treatment.

42%Instruct, motivate, safeguard, and assist patients as they practice exercises or functional activities.

39%Secure patients into or onto therapy equipment.

Wage Comparison

Physical Therapist Assistants earns +$9,230(+16%) vs Embalmers

EmbalmersPhysical Therapist Assistants

10th

$35,160$46,020

25th

$46,160$58,240

Median

$56,280$65,510

75th

$64,760$77,270

90th

$78,740$87,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Embalmers2028–2035

Physical Therapist Assistants2028–2035

20242030203520402045

Embalmers has a longer runway before significant displacement, projected 0 years later than Physical Therapist Assistants.

Risk-Adjusted Salary

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

Embalmers

$46,403

from $56,280

Physical Therapist Assistants

$50,757

from $65,510

After adjusting for AI risk, Physical Therapist Assistants offers $4,354 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Embalmers

Unique to Physical

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Social Intelligence

EmbalmersPhysical Therapist Assistants

Find transitions from Embalmers Find transitions from Physical Therapist Assistants