Takeover Tracker
vs

48 shared · 30 different

core competencies

Side-by-Side Comparison

MetricMarket Research Analysts and Marketing SpecialistsSales Agents, Securities and Commodities
Risk Score32.4%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile52th60th
Tasks at Risk (>50%)4 / 137 / 15
Median Salary$76,950$78,140
Employment861K472K

Skill Comparison

|

Sorted by largest difference

Provide Consultation and Advice to Others
Thinking Creatively
Evaluating Information to Determine Compliance with Standards
Sociology and Anthropology
Monitoring and Controlling Resources
Interpreting the Meaning of Information for Others
Coordinating the Work and Activities of Others
Processing Information
Communications and Media
Analyzing Data or Information
PersuasionAI-Resistant
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Market Research Analysts and Marketing Specialists

31%

total discount

Sales Agents, Securities and Commodities

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Market Research Analysts and Marketing Specialists

4 of 13 at risk
71%Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
70%Monitor industry statistics and follow trends in trade literature.
55%Measure and assess customer and employee satisfaction.
50%Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
49%Develop and implement procedures for identifying advertising needs.

Sales Agents, Securities and Commodities

7 of 15 at risk
88%Calculate costs for billings or commissions.
87%Keep accurate records of transactions.
86%Complete sales order tickets and submit for processing of client-requested transactions.
71%Prepare documents needed to implement plans selected by clients.
66%Review all securities transactions to ensure accuracy of information and conformance to governing agency regulations.

Wage Comparison

Sales Agents, Securities and Commodities earns +$1,190(+2%) vs Market Research Analysts and Marketing Specialists
Market Research Analysts and Marketing SpecialistsSales Agents, Securities and Commodities
10th
$42,070$47,080
25th
$56,220$51,600
Median
$76,950$78,140
75th
$104,870$129,480
90th
$144,610$215,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Market Research Analysts and Marketing Specialists20282035
Sales Agents, Securities and Commodities20282035
20242030203520402045

Market Research Analysts and Marketing Specialists has a longer runway before significant displacement, projected 0 years later than Sales Agents, Securities and Commodities.

Risk-Adjusted Salary

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

Market Research Analysts and Marketing Specialists

$52,057

from $76,950

Sales Agents, Securities and Commodities

$51,768

from $78,140

After adjusting for AI risk, Market Research Analysts and Marketing Specialists offers $289 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Market

0

Unique to Sales

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Market Research Analysts and Marketing SpecialistsSales Agents, Securities and Commodities