BETA
Updated: Mar 2
BETA
Updated: Mar 2
Evolving
Last Update: 2/17/2026
Your role’s AI Resilience Score is
52.6%
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
First-Line Supervisors of Transportation Workers, All Other
They oversee transportation workers, making sure everyone follows safety rules and schedules to keep things running smoothly and on time.
This role is evolving
This career is labeled as "Evolving" because AI is changing how some tasks are done, like planning routes and checking vehicle health, making these processes quicker and more efficient. However, human supervisors are still crucial for making important decisions, solving problems, and supporting their teams, as these tasks require people skills and judgment that AI can't yet replace.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is evolving
This career is labeled as "Evolving" because AI is changing how some tasks are done, like planning routes and checking vehicle health, making these processes quicker and more efficient. However, human supervisors are still crucial for making important decisions, solving problems, and supporting their teams, as these tasks require people skills and judgment that AI can't yet replace.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Evolving68.8%
68.8%
Will Robots Take My Job
Automation Resilience
Evolving50.5%
50.5%
Medium Demand
Labor Market Outlook
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
4.9%
Growth Percentile:
71.7%
Annual Openings:
1,100
Annual Openings Pct:
12.3%
Analysis of Current AI Resilience
Sup. of Trans. Workers
Updated Quarterly • Last Update: 2/17/2026
What's changing and what's not
In transportation, some routine tasks are getting tech support. For example, software can now suggest the best routes using real-time data on traffic and weather [1]. Big fleets use AI “smart” systems to watch vehicle sensors and predict when repairs are needed.
These tools sound an early warning, so a supervisor can fix a truck before it breaks down [2]. Companies also use digital logs and telematics to automatically gather data for reports.
However, most people skills and judgment calls still need a human. Explaining complex rules or solving workers’ personal problems have no simple AI solution yet. Supervisors often rely on their experience and communication to guide teams.
In short, computers can augment work (by handling data and routine checks) but human supervisors remain key for decisions and team support [1] [2].
Sources
AI in the real world
Whether firms adopt AI quickly depends on costs and benefits. Many logistics companies face worker shortages and rising labor costs, so tools that save time or money are appealing [3]. For instance, cloud-based maintenance software is now affordable even for smaller fleets and can extend vehicle life, showing a strong return on investment [2].
On the other hand, small and midsize companies often move more slowly to new tech [1]. High setup costs, data needs, and strict safety rules can slow adoption. Also, people trust humans more for complex, safety-critical choices.
Overall, AI is already helping with data-heavy tasks (like planning routes and monitoring vehicles), but it works with supervisors rather than replacing them. Young workers’ people skills, creativity, and safety judgment will stay valuable even as these smart tools grow more common [1] [3].
Sources
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More Career Info
Career: First-Line Supervisors of Transportation Workers, All Other
Parent Careers
Similar Careers
Employment & Wage Data
* Data estimated from parent occupation
Median Wage
$63,940
Jobs (2024)
10,300
Growth (2024-34)
+4.9%
Annual Openings
1,100
Education
High school diploma or equivalent
Experience
Less than 5 years
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Resolve worker problems or collaborate with employees to assist in problem resolution.
2
Monitor field work to ensure proper performance and use of materials.
3
Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.
4
Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.
5
Enforce safety rules and regulations.
6
Maintain or verify records of time, materials, expenditures, or crew activities.
7
Requisition needed personnel, supplies, equipment, parts, or repair services.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
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