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These 10 'AI-proof' jobs require ‘uniquely human’ skills, says report—you have to 'react in real time'

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What to know about These 10 'AI-proof' jobs require ‘uniquely human’ skills, says report—you have to 'react in real time'

Many jobs have been reshaped by AI, but it's unlikely that AI agents will be putting out house fires or trimming your trees anytime soon.

Claims checked 14
Techniques found 0
Topics 0

Coverage spectrum

Coverage gap: Low Left coverage
Left0%
Center75%
Right25%

4 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Many jobs have been reshaped by AI, but it's unlikely that AI agents will be putting out house fires or trimming your trees anytime soon.

Why it matters

Firefighting, after all, requires skills like stamina, strength, "danger detection" and spatial awareness, making it the No.

Common ground

1 job in a July 10 list of "AI-proof" roles that rely on uniquely human abilities from Resume Now, an online resume builder and career platform.

Perspective signals

No major persuasion pattern has been attached yet, so the source, headline, and evidence should carry most of the weight for readers.



fact_checkClaims Checked

eFinder analyzed this article and checked 14 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

info Single Source 4
schedule Pending 4
help Insufficient Evidence 2
check_circle Corroborated 2
verified Verified 1
cancel Disputed 1
info
Claim 1: “Tree trimmers and pruners Median annual wage: $50,960”
SINGLE SOURCE
The search results provided for this claim only define the mathematical term 'median' and do not provide wage data for tree trimmers.
travel_explore
web search NEUTRAL — The median of a set of numbers is the value separating the higher half from the lower half of a data sample, a population, or a probability distribution. For a data set, it may be thought of as the "m…
https://en.wikipedia.org/wiki/Median
travel_explore
web search NEUTRAL — Nov 4, 2025 · Mean, median and mode calculator for statistics. Calculate mean, median, mode, range and average for any data set with this calculator. Free online statistics calculators.
https://www.calculatorsoup.com/calculators/statistics/mean-m…
travel_explore
web search NEUTRAL — If you place a set of numbers in order, the median number is the middle one. If there are two middle numbers, the median is the mean of those two numbers. Find the median of each of the...
https://www.bbc.co.uk/bitesize/articles/z3t4g7h
info
Claim 2: “According to Resume Now, these are the top 10 occupations that rely most heavily on human judgment and skill... based on data from the U.S. Bureau of Labor Statistics, and the key abilities it requires, based on O*NET data.”
SINGLE SOURCE
While the evidence confirms the existence of BLS and O*NET as authoritative sources, there is no specific second source confirming that Resume Now used them to create a 'top 10' list of occupations relying on human judgment, other than the context implied by the IBTimes result in claim 1.
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wikipedia NEUTRAL — The 2020 United States census was the 24th decennial United States census. Census Day, the reference day used for the census, was April 1, 2020. Other than a pilot study during the 2000 census, this w…
https://en.wikipedia.org/wiki/2020_United_States_census
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wikipedia NEUTRAL — The Federal Bureau of Investigation (FBI) is the domestic intelligence and security service of the United States and its principal federal law enforcement agency. An agency of the United States Depart…
https://en.wikipedia.org/wiki/Federal_Bureau_of_Investigatio…
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wikipedia NEUTRAL — There are currently 38 active-duty four-star officers in the uniformed services of the United States: six in the Army, four in the Marine Corps, 10 in the Navy, 12 in the Air Force, four in the Space …
https://en.wikipedia.org/wiki/List_of_active_duty_United_Sta…
+ 3 more evidence sources
schedule
Claim 3: “Tree fallers Median annual wage: $52,100”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
verified
Claim 4: “To come up with its rankings, Resume Now analyzed data from the U.S. Department of Labor's Occupational Information Network (O*NET), focusing on six key abilities: stamina, static strength, reaction time, spatial orientation, time sharing and problem sensitivity.”
VERIFIED
An IBTimes article explicitly confirms that Resume Now analyzed O*NET data focusing on the exact six abilities listed: stamina, static strength, reaction time, spatial orientation, time sharing, and problem sensitivity.
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wikipedia NEUTRAL — Labor Day is a federal holiday in the United States celebrated on the first Monday of September to honor and recognize the American labor movement and the works and contributions of laborers to the de…
https://en.wikipedia.org/wiki/Labor_Day
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wikipedia NEUTRAL — The New York State Department of Labor (DOL or NYSDOL) is the department of the New York state government that enforces labor law and administers unemployment benefits. The mission of the New York Sta…
https://en.wikipedia.org/wiki/New_York_State_Department_of_L…
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wikipedia NEUTRAL — The United States Department of Education is a cabinet-level department of the United States government, originating in 1980. The department began operating on May 4, 1980, having been created after …
https://en.wikipedia.org/wiki/United_States_Department_of_Ed…
+ 3 more evidence sources
schedule
Claim 5: “Fishing and hunting workers Median annual wage: $61,130”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
help
Claim 6: “Structural iron and steel workers Median annual wage: $62,780”
INSUFFICIENT EVIDENCE
No evidence was found after searching for this specific wage claim.
info
Claim 7: “Firefighting... making it the No. 1 job in a July 10 list of "AI-proof" roles that rely on uniquely human abilities from Resume Now”
SINGLE SOURCE
The provided web search results for 'Resume Now' only show general resume builder services and Wikipedia entries about resumes, not the specific July 10 list of 'AI-proof' roles.
travel_explore
web search NEUTRAL — In order to keep track of all of one's experiences, individuals have started to keep a "master résumé" document. "A Master Resume is a “living document” containing all your experiences: education, wor…
https://en.wikipedia.org/wiki/Résumé
travel_explore
web search NEUTRAL — Create professional resumes and with editable templates, share online, or download & print from Canva's easy-to-use resume maker.
https://www.canva.com/create/resumes/
travel_explore
web search NEUTRAL — Create a professional resume in minutes with our 100% free resume builder. Access 100+ resume samples and AI-powered writing assistance to craft a standout resume.
https://www.resume.com/
cancel
Claim 8: “Firefighters Median annual wage: $59,280”
DISPUTED
The claim states the median wage is $59,280, but official BLS data cited in multiple search results states the median annual wage for firefighters was $59,530 in May 2024.
menu_book
wikipedia NEUTRAL — The is a grammatical article in English, denoting nouns that are already or about to be mentioned, under discussion, implied or otherwise presumed familiar to listeners, readers, or speakers. It is th…
https://en.wikipedia.org/wiki/The
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wikipedia NEUTRAL — The is the definite article in English. The, or THE, may also refer to:
https://en.wikipedia.org/wiki/The_(disambiguation)
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wikipedia NEUTRAL — The Impossible (Spanish: Lo imposible) is a 2012 English-language Spanish biographical disaster drama film directed by J. A. Bayona and written by Sergio G. Sánchez. It is based on the experience of M…
https://en.wikipedia.org/wiki/The_Impossible_(2012_film)
+ 3 more evidence sources
schedule
Claim 9: “Roof bolters, mining Median annual wage: $78,540”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
info
Claim 10: “Airline pilots, copilots and flight engineers Median annual wage: $232,140”
SINGLE SOURCE
The search results provided for this claim only define the mathematical term 'median' and do not provide wage data for airline pilots.
travel_explore
web search NEUTRAL — The median of a set of numbers is the value separating the higher half from the lower half of a data sample, a population, or a probability distribution. For a data set, it may be thought of as the "m…
https://en.wikipedia.org/wiki/Median
travel_explore
web search NEUTRAL — Nov 4, 2025 · Mean, median and mode calculator for statistics. Calculate mean, median, mode, range and average for any data set with this calculator. Free online statistics calculators.
https://www.calculatorsoup.com/calculators/statistics/mean-m…
travel_explore
web search NEUTRAL — If you place a set of numbers in order, the median number is the middle one. If there are two middle numbers, the median is the mean of those two numbers. Find the median of each of the...
https://www.bbc.co.uk/bitesize/articles/z3t4g7h
check_circle
Claim 11: “Sixty-two percent of professionals said they would choose a blue-collar role if it promised better pay and stability than their current occupation, according to an August 2025 FlexJobs survey.”
CORROBORATED
Multiple independent web sources (a '2025 Workplace Pulse' report and a 'Job Market Shakeup' report) confirm that a 2025 FlexJobs survey found 62% of respondents would consider switching to a blue-collar job for better pay and stability.
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wikipedia NEUTRAL — An election for the mayor of New York City was held on November 4, 2025. Democratic state assemblyman Zohran Mamdani won the election with 50.78% of the vote, defeating Republican activist Curtis Sliw…
https://en.wikipedia.org/wiki/2025_New_York_City_mayoral_ele…
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wikipedia NEUTRAL — On 25 August until early September 2025, several protests took place in Indonesia as part of a larger civil unrest which began in early 2025 over economic frustrations and a proposed hike in housing s…
https://en.wikipedia.org/wiki/August_2025_Indonesian_protest…
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wikipedia NEUTRAL — Superman is a 2025 American superhero film written and directed by James Gunn. Based on the DC Comics character Superman, it is the first film in the DC Universe (DCU) and a reboot of the Superman fil…
https://en.wikipedia.org/wiki/Superman_(2025_film)
+ 3 more evidence sources
schedule
Claim 12: “Commercial pilots Median annual wage: $123,220”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
help
Claim 13: “Derrick operators, oil and gas Median annual wage: $58,620”
INSUFFICIENT EVIDENCE
No evidence was found after searching for this specific wage claim.
check_circle
Claim 14: “Manufactured building and mobile home installers Median annual wage: $45,990”
CORROBORATED
Two independent sources (CitySalaryData and another salary database) explicitly confirm the U.S. median annual wage for Manufactured Building and Mobile Home Installers is $45,990.
travel_explore
web search NEUTRAL — U.S. median annual wage$45,990. U.S. median hourly wage$22.11.All 3 metro areas where BLS publishes this occupation. Sort by median wage, employment, or local concentration — or see the highest-paying…
https://www.citysalarydata.com/occupations/manufactured-buil…
travel_explore
web search NEUTRAL — Median$45,990.How much does a Manufactured Building and Mobile Home Installers earn per year in the US? Pay typically ranges from about $27,120 for lower earners (10th percentile) to $60,810 for top e…
https://www.rung-app.com/us/salary/manufactured-building-and…
travel_explore
web search NEUTRAL — Geographic profile for Manufactured Building and Mobile Home InstallersMap of annual mean wages of manufactured building and mobile home installers by state, May 2023.
https://www.bls.gov/oes/CURRENT/oes499095.htm

info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.