Takeover Tracker
49%medium risk
Freight Forwarders
vs

55 shared · 17 different

core competencies

41%medium risk
Hotel, Motel, and Resort Desk Clerks

Side-by-Side Comparison

MetricFreight ForwardersHotel, Motel, and Resort Desk Clerks
Risk Score49.0%41.1%
Risk TierMedium RiskMedium Risk
Risk Percentile96th84th
Tasks at Risk (>50%)14 / 1510 / 15
Median Salary$49,900$34,270
Employment98K261K

Skill Comparison

|

Sorted by largest difference

Transportation
Performing for or Working Directly with the Public
Communicating with Persons Outside Organization
Law and Government
Evaluating Information to Determine Compliance with Standards
MathematicsAI-Vulnerable
Scheduling Work and Activities
Mathematical Reasoning
Resolving Conflicts and Negotiating with Others
Estimating the Quantifiable Characteristics of Products, Events, or Information
Processing Information
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Freight Forwarders

27%

total discount

Hotel, Motel, and Resort Desk Clerks

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Freight Forwarders

14 of 15 at risk
89%Provide shipment status notification to exporters, consignees, or insurers.
88%Calculate weight, volume, or cost of goods to be moved.
87%Prepare invoices or cost quotations for freight transportation.
85%Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts.
84%Review the environmental records of freight carriers to inform shipping decisions.

Hotel, Motel, and Resort Desk Clerks

10 of 15 at risk
88%Verify customers' credit, and establish how the customer will pay for the accommodation.
88%Post charges, such as those for rooms, food, liquor, or telephone calls, to ledgers, manually or by using computers.
88%Advise housekeeping staff when rooms have been vacated and are ready for cleaning.
88%Perform bookkeeping activities, such as balancing accounts and conducting nightly audits.
86%Contact housekeeping or maintenance staff when guests report problems.

Wage Comparison

Hotel, Motel, and Resort Desk Clerks earns -$15,630(-31%) vs Freight Forwarders
Freight ForwardersHotel, Motel, and Resort Desk Clerks
10th
$37,240$26,600
25th
$43,490$29,210
Median
$49,900$34,270
75th
$62,230$37,430
90th
$76,350$44,720

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Freight Forwarders2028–2035
Hotel, Motel, and Resort Desk Clerks2028–2035
20242030203520402045

Hotel, Motel, and Resort Desk Clerks has a longer runway before significant displacement, projected 0 years later than Freight Forwarders.

Risk-Adjusted Salary

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

Freight Forwarders

$25,454

from $49,900

Hotel, Motel, and Resort Desk Clerks

$20,185

from $34,270

After adjusting for AI risk, Freight Forwarders offers $5,269 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Freight

0

Unique to Hotel,

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
Freight ForwardersHotel, Motel, and Resort Desk Clerks
Find transitions from Freight ForwardersFind transitions from Hotel, Motel, and Resort Desk Clerks