Takeover Tracker
25%low risk
Community Health Workers
vs

54 shared · 27 different

core competencies

31%medium risk
Health Educators

Side-by-Side Comparison

MetricCommunity Health WorkersHealth Educators
Risk Score24.5%31.3%
Risk TierLow RiskMedium Risk
Risk Percentile18th47th
Tasks at Risk (>50%)3 / 158 / 15
Median Salary$51,030$63,000
Employment61K65K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Monitor Processes, Materials, or Surroundings
Handling and Moving Objects
Communications and Media
Inspecting Equipment, Structures, or Material
English Language
Education and Training
Processing Information
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Assisting and Caring for Others
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Community Health Workers

36%

total discount

Health Educators

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Community Health Workers

3 of 15 at risk
62%Contact clients in person, by phone, or in writing to ensure they have completed required or recommended actions.
61%Maintain updated client records with plans, notes, appropriate forms, or related information.
51%Distribute flyers, brochures, or other informational or educational documents to inform members of a targeted community.
47%Identify the particular health care needs of individuals in a community or target area.
45%Transport or accompany clients to scheduled health appointments or referral sites.

Health Educators

8 of 15 at risk
86%Maintain databases, mailing lists, telephone networks, and other information to facilitate the functioning of health education programs.
72%Prepare and distribute health education materials, such as reports, bulletins, and visual aids, to address smoking, vaccines, and other public health concerns.
69%Document activities and record information, such as the numbers of applications completed, presentations conducted, and persons assisted.
53%Develop educational materials and programs for community agencies, local government, and state government.
52%Provide program information to the public by preparing and presenting press releases, conducting media campaigns, or maintaining program-related Web sites.

Wage Comparison

Health Educators earns +$11,970(+23%) vs Community Health Workers
Community Health WorkersHealth Educators
10th
$37,930$42,210
25th
$44,370$49,880
Median
$51,030$63,000
75th
$63,150$84,460
90th
$78,560$112,900

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Community Health Workers2028–2035
Health Educators2028–2035
20242030203520402045

Community Health Workers has a longer runway before significant displacement, projected 0 years later than Health Educators.

Risk-Adjusted Salary

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

Community Health Workers

$38,512

from $51,030

Health Educators

$43,281

from $63,000

After adjusting for AI risk, Health Educators offers $4,769 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Community

0

Unique to Health

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Decision Complexity
Community Health WorkersHealth Educators
Find transitions from Community Health WorkersFind transitions from Health Educators