Takeover Tracker
27%medium risk
Patient Representatives
vs

52 shared · 21 different

core competencies

34%medium risk
Speech-Language Pathology Assistants

Side-by-Side Comparison

MetricPatient RepresentativesSpeech-Language Pathology Assistants
Risk Score27.3%34.5%
Risk TierMedium RiskMedium Risk
Risk Percentile26th64th
Tasks at Risk (>50%)6 / 136 / 11
Median Salary$42,830$46,050
Employment2.7M104K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Therapy and Counseling
Law and Government
Sociology and Anthropology
Resolving Conflicts and Negotiating with Others
Communicating with Persons Outside Organization
Scheduling Work and Activities
Assisting and Caring for Others
Public Safety and Security
Education and Training
Speech Recognition
PersuasionAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Patient Representatives

35%

total discount

Speech-Language Pathology Assistants

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Patient Representatives

6 of 13 at risk
87%Analyze patients' abilities to pay to determine charges on a sliding scale.
84%Maintain knowledge of community services and resources available to patients.
73%Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.
66%Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.
53%Identify and share research, recommendations, or other information regarding legal liabilities, risk management, or quality of care.

Speech-Language Pathology Assistants

6 of 11 at risk
88%Select or prepare speech-language instructional materials.
86%Document clients' progress toward meeting established treatment objectives.
86%Collect and compile data to document clients' performance or assess program quality.
84%Perform support duties, such as preparing materials, keeping records, maintaining supplies, and scheduling activities.
77%Prepare charts, graphs, or other visual displays to communicate clients' performance information.

Wage Comparison

Speech-Language Pathology Assistants earns +$3,220(+8%) vs Patient Representatives
Patient RepresentativesSpeech-Language Pathology Assistants
10th
$30,690$32,450
25th
$35,970$37,570
Median
$42,830$46,050
75th
$50,140$57,650
90th
$62,730$68,180

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Patient Representatives2028–2035
Speech-Language Pathology Assistants2028–2035
20242030203520402045

Patient Representatives has a longer runway before significant displacement, projected 0 years later than Speech-Language Pathology Assistants.

Risk-Adjusted Salary

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

Patient Representatives

$31,155

from $42,830

Speech-Language Pathology Assistants

$30,181

from $46,050

After adjusting for AI risk, Patient Representatives offers $973 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Patient

0

Unique to Speech-Language

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Fine Manipulation
Patient RepresentativesSpeech-Language Pathology Assistants
Find transitions from Patient RepresentativesFind transitions from Speech-Language Pathology Assistants