Evolving

Last Update: 2/18/2026

Your role’s AI Resilience Score is

52.4%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low

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 Weapons Specialists/Crew Members

They oversee weapons teams, making sure everyone follows safety rules and performs their tasks correctly during training and missions.

This role is evolving

This career is labeled as "Evolving" because AI is starting to be used to assist, but not replace, the tasks of supervising weapons teams. While robots and AI tools can handle some tasks like moving supplies or guiding drones, human skills in leadership and making quick, critical decisions are still essential.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is evolving

This career is labeled as "Evolving" because AI is starting to be used to assist, but not replace, the tasks of supervising weapons teams. While robots and AI tools can handle some tasks like moving supplies or guiding drones, human skills in leadership and making quick, critical decisions are still essential.

Read full analysis

Contributing 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

Learn about this score
Evolving iconEvolving

52.4%

52.4%

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

N/A

Growth Percentile:

N/A

Annual Openings:

N/A

Annual Openings Pct:

N/A

Analysis of Current AI Resilience

Weapons Supervisors

Updated Quarterly • Last Update: 2/18/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

First-line weapons supervisors lead teams that handle heavy weapons. Right now, there are few examples of fully automated tools doing this job on their own. In fact, O*NET notes that this is a military-specific role and there is no civilian data on it [1] – meaning the tasks are unique to soldiers.

Soldiers do use some new machines. For example, Ukrainian troops use remote-controlled ground robots to move supplies in dangerous areas [2]. But even the Ukrainian commander said those robots “cannot fully replace people” [2].

Similarly, small AI modules help guide attack drones in Ukraine, which makes hits more accurate, but soldiers stress “AI assists the drone operator but does not replace them” [3]. A defense article also notes modern tank turrets are trending toward “uncrewed” designs [4], but even those systems still rely on humans to supervise them. In short, the technology today usually augments these crews (e.g. helping with targeting or supply), but the core tasks of leading people and making quick judgments are still done by humans [2] [3].

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AI Adoption

AI in the real world

Whether AI is adopted quickly depends on several factors. On the plus side, there are reasons to use more AI now. For example, low-cost sensors and software can help a lot.

One report says a simple AI guidance chip for a drone costs only about $50–$100, which is “less than 10%” of the drone’s cost [3]. This makes upgrades cheap and attractive. Also, if armies have fewer soldiers or want to keep people safe, they will try robots – Ukraine felt this when it turned to “robots on wheels” because of a soldier shortage [2].

Big tech tools are even being used faster now: one news story noted that military forces are starting to use common AI products (like those from Microsoft and OpenAI) in combat [2].

On the other hand, many reasons could slow adoption. Weapons crews are specialized, and governments often use custom-built systems rather than off-the-shelf software [2]. Developing and testing new systems takes time and money.

There are also legal and ethical concerns: people worry about mistakes in weapons AI. For example, researchers noted that using foreign AIs on the battlefield can have “enormous” implications and even cause unlawful, unethical warfare if things go wrong [2]. Companies themselves sometimes limit how their AI can be used in war.

Overall, while new tech can help, these jobs still need trained people. Leaders, trainers, and supervisors bring judgment and teamwork that AI can’t easily copy. Observers report that AI will likely assist human crews rather than replace them [3].

In other words, human skills like decision-making, clear thinking, and communication remain very valuable. If you join this field, focusing on leadership and learning to work alongside new tools will keep you in demand.

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