Takeover Tracker
32%medium risk
Market Research Analysts and Marketing Specialists
vs

59 shared · 18 different

core competencies

40%medium risk
Logistics Analysts

Side-by-Side Comparison

MetricMarket Research Analysts and Marketing SpecialistsLogistics Analysts
Risk Score32.4%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile52th82th
Tasks at Risk (>50%)4 / 1311 / 15
Median Salary$76,950$80,880
Employment861K236K

Skill Comparison

|

Sorted by largest difference

Sales and Marketing
Interpreting the Meaning of Information for Others
Selling or Influencing Others
Customer and Personal Service
Communications and Media
Processing Information
Production and Processing
Analyzing Data or Information
English Language
Written Expression
Thinking Creatively
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Market Research Analysts and Marketing Specialists

31%

total discount

Logistics Analysts

30%

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.

Logistics Analysts

11 of 15 at risk
85%Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.
74%Prepare reports on logistics performance measures.
71%Develop or maintain payment systems to ensure accuracy of vendor payments.
69%Maintain databases of logistics information.
69%Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.

Wage Comparison

Logistics Analysts earns +$3,930(+5%) vs Market Research Analysts and Marketing Specialists
Market Research Analysts and Marketing SpecialistsLogistics Analysts
10th
$42,070$49,260
25th
$56,220$62,920
Median
$76,950$80,880
75th
$104,870$104,330
90th
$144,610$132,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Market Research Analysts and Marketing Specialists2028–2035
Logistics Analysts2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Market Research Analysts and Marketing Specialists

$52,057

from $76,950

Logistics Analysts

$48,148

from $80,880

After adjusting for AI risk, Market Research Analysts and Marketing Specialists offers $3,909 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Market

0

Unique to Logistics

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Market Research Analysts and Marketing SpecialistsLogistics Analysts
Find transitions from Market Research Analysts and Marketing SpecialistsFind transitions from Logistics Analysts