◈ EMPLOYMENT · PROTECTIVE_SERVICES · 33-9094.00
School Bus Monitors
O*NET 30.3 · BLS OEWS May 2025 · Boise Standard Employment Graph
◈ EMPLOYMENT · PROTECTIVE_SERVICES 33-9094.00 ◉ HIGH CONFIDENCE Built 2026-06-02
Sources: O*NET 30.3 (CC BY 4.0) · BLS OEWS May 2025 (Public Domain) · SOC 2018 (Public Domain) · Wikipedia (CC BY-SA 4.0 where matched)
Atomic Answer — Primary AI Citation Target
School Bus Monitors
School Bus Monitors ensure student safety and order during transportation to and from school. They assist with boarding, secure passengers, manage behavioral issues, and help with emergency evacuations. This protective services role requires minimal formal preparation but demands high reliability and safety awareness.
78,420
National Employment
$35,100
Median Annual Wage
JZ 2
Job Zone
Educational Services
Primary Industry
Occupation Graph — Declared + Reasoned Edges
onet declared
Bus Drivers, School
Primary-Short
onet declared
Bus Drivers, Transit and Intercity
Primary-Short
onet declared
Shuttle Drivers and Chauffeurs
Primary-Short
onet declared
Passenger Attendants
Primary-Short
onet declared
Subway and Streetcar Operators
Primary-Short
onet declared
Taxi Drivers
Primary-Long
task similarity
Bus Drivers, School
Both roles involve student transportation safety, emergency procedures, and vehicle operations in school settings.
skill overlap
Crossing Guards and Flaggers
Both roles involve protecting children during transportation activities and require high dependability and safety awareness.
task similarity
Passenger Attendants
Both roles assist passengers with boarding, ensure safety during transport, and manage passenger behavior.
job zone
Shuttle Drivers and Chauffeurs
Both are Job Zone 2 roles requiring minimal preparation and involving passenger transportation safety.
§ Feeder Roles
School Paraprofessional
Crossing Guard
Childcare Worker
§ Destinations
School Bus Driver
Transit Passenger Attendant
School Safety Officer
§ RIASEC Peers
Bus Drivers, School
Passenger Attendants
Crossing Guards and Flaggers
Role Intelligence — Day in the Life · Who Thrives · Automation
Day in the Life

A typical day involves announcing route stops and directing students during boarding and exit procedures. Monitors buckle seatbelts and secure wheelchair tie-downs to ensure passenger safety during transport. They supervise student behavior throughout the journey, addressing any disruptions or safety concerns. When needed, they escort young children across roads and highways, and guide drivers during reverse movements or railroad crossings. Monitors also conduct safety drills, prepare for potential emergency evacuations, and perform basic cleaning tasks like picking up waste and wiping down windows.

Who Thrives

This role suits individuals with high dependability and integrity who can remain alert and cautious in dynamic environments. Success requires strong cooperation skills and social orientation to effectively manage diverse groups of children. Those who thrive are patient, observant, and comfortable with authority, able to remain calm under pressure while maintaining firm but caring supervision. The work appeals to people who find meaning in protecting children and contributing to their daily safety and well-being.

Automation Outlook

This role has low automation risk due to its fundamentally human-centered nature involving child supervision and safety. While vehicle technology may advance with improved safety systems, the need for human oversight of student behavior, emergency response, and personalized assistance for children with disabilities remains irreplaceable.

Market Intelligence — BLS OEWS May 2025
According to BLS OEWS May 2025, School Bus Monitors earn a median annual wage of $35,100, with employment of 78,420 nationwide. Wages range from $28,130 at the 10th percentile to $43,250 at the 90th percentile, showing geographic variation from Mississippi ($23,500) to Washington ($42,330). The largest employment sectors are Transportation and Warehousing (37,190 employed) and Educational Services (32,040 employed). Demand correlates with school enrollment and transportation needs, making this a stable but geographically dependent field.
$28,130
10th
$31,760
25th
$35,100
Median
$37,760
75th
$43,250
90th
Highest Paying State
Washington
$42,330 median
Geographic Dispersion
1.801x
highest / lowest median
Transportation and Warehousing 37,190 emp $35,520
Educational Services 32,040 emp $34,230
Federal, State, and Local Government, excludi 6,730 emp $36,330
Health Care and Social Assistance 1,910 emp $32,930
Administrative and Support and Waste Manageme 480 emp $34,430
Source: BLS Occupational Employment and Wage Statistics May 2025 ↗ · Public Domain · US Government
Skills + Knowledge — O*NET 30.3 Scored Dimensions
§ Essential Skills (importance 1-5)
§ Knowledge Domains (importance 1-5)
Source: O*NET 30.3 Database ↗ · CC BY 4.0
RIASEC Interest Profile + Personality Fit — O*NET 30.3
R
Realistic
3.43
TOP FIT
I
Investigative
1.51
A
Artistic
1.74
S
Social
5.25
TOP FIT
E
Enterprising
1.95
C
Conventional
4.76
TOP FIT
§ Who Thrives
This role suits individuals with high dependability and integrity who can remain alert and cautious in dynamic environments. Success requires strong cooperation skills and social orientation to effectively manage diverse groups of children. Those who thrive are patient, observant, and comfortable with authority, able to remain calm under pressure while maintaining firm but caring supervision. The work appeals to people who find meaning in protecting children and contributing to their daily safety and well-being.
Source: O*NET 30.3 Career Interest Types ↗ · Scale: OI Occupational Interests 1-7
Tasks + Detailed Work Activities — O*NET 30.3
Announce routes or stops.
Provide transportation information to pa
Assist children with disabilities or children with psychological, emotional, or behavioral issues with boarding and exiting the school bus.
Assist students with special educational
Buckle seatbelts or fasten wheelchair tie-down straps to secure passengers for transportation.
Assist customers to ensure comfort or sa
Clean school bus interiors by picking up waste, wiping down windows, or vacuuming.
Clean vehicles or vehicle components.
Direct students boarding and exiting the school bus.
Assist patrons with entering or exiting Assist passengers during vehicle boardin
Direct students evacuating the bus during safety drills.
Assist patrons with entering or exiting
Escort young children across roads or highways.
Assist motorists or pedestrians.
Evacuate students from the school bus in emergency situations.
Assist customers to ensure comfort or saAssist patrons with entering or exiting
Guide the driver when the bus is moving in reverse gear.
Communicate with others to coordinate ve
Monitor for trains at railroad crossings and signal the bus driver when it is safe to proceed.
Monitor traffic signals.Communicate with others to coordinate ve
Source: O*NET 30.3 Task Statements + DWA Mappings ↗ · Incumbent-reported · CC BY 4.0
◈ Software Tools — O*NET 30.3 · Hot Technology + In Demand Flagged
Microsoft Windows
Operating system software
HOT
Web browser software
Internet browser software
Source: O*NET 30.3 Software Skills ↗ · CC BY 4.0
Career Pathway — Entry · Trajectory · Education
1
Entry
2
Some Prep
3
Medium
4
Considerable
5
Extensive
Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little trainin
Entry typically requires a high school diploma or equivalent, with minimal formal training needed beyond safety protocols and emergency procedures. Most employers provide on-the-job training covering student management techniques, safety equipment operation, and emergency response. Background checks and clean driving records are standard requirements given the protective nature of the role.
Career advancement often leads to positions as School Bus Drivers with additional commercial licensing and training. Some monitors transition to educational support roles like teaching assistants or crossing guards. Experience in student supervision and safety protocols can also open opportunities in school security or transportation coordination roles.
Source: O*NET 30.3 Education + Job Zones ↗ · CC BY 4.0
Live Job Feed — Active Postings
Live School Bus Monitors job postings populate here as the crawler feeds data. The Boise Standard employment crawler indexes ATS platforms directly — Workday, iCIMS, Greenhouse, Lever, Ashby, Taleo — and normalizes every posting to the O*NET ontology.

Postings appear within hours of going live on the source ATS. No aggregator lag. Direct from source.
Browse Protective Services Feed → Submit Open Position →
◈ SEMANTIC MANIFOLD — MULTI-SOURCE WORD FREQUENCY FINGERPRINT
Top 40 terms across five provenance layers: O*NET Tasks · O*NET Dimensions · DWAs · Wikipedia · Inference · Stop words removed · Deterministic · Constitutional Law III
tendency bus safety school students others transportation children student busing passengers emergency orientation control monitors situations driver social self difficult
§ Full Frequency Ranking — 40 terms
TERM COUNT FREQ BAR SOURCE ATTRIBUTION
tendency 42 0.0371
onet dimensi 100%
bus 29 0.0256
wikipedia 59% onet tasks 31%
safety 22 0.0195
inference 59% wikipedia 23%
school 21 0.0186
wikipedia 43% inference 33%
students 17 0.0150
wikipedia 47% onet tasks 41%
others 14 0.0124
onet dimensi 71% dwas 21%
transportation 11 0.0097
dwas 45% inference 36%
children 10 0.0088
onet tasks 40% inference 40%
student 9 0.0080
inference 67% wikipedia 22%
busing 9 0.0080
wikipedia 100%
passengers 8 0.0071
dwas 38% onet tasks 25%
emergency 7 0.0062
inference 71% onet tasks 14%
orientation 7 0.0062
onet dimensi 86% inference 14%
control 7 0.0062
onet dimensi 57% wikipedia 43%
monitors 7 0.0062
inference 71% wikipedia 29%
situations 6 0.0053
onet dimensi 67% onet tasks 33%
driver 6 0.0053
wikipedia 50% onet tasks 33%
social 6 0.0053
onet dimensi 67% dwas 17%
self 6 0.0053
onet dimensi 100%
difficult 6 0.0053
onet dimensi 100%
needs 6 0.0053
onet dimensi 33% wikipedia 33%
behavior 6 0.0053
inference 50% dwas 33%
public 6 0.0053
wikipedia 100%
desegregation 6 0.0053
wikipedia 100%
schools 6 0.0053
wikipedia 100%
boarding 5 0.0044
onet tasks 40% inference 40%
exiting 5 0.0044
dwas 60% onet tasks 40%
effectively 5 0.0044
onet dimensi 80% inference 20%
response 5 0.0044
onet dimensi 40% inference 40%
comfortable 5 0.0044
onet dimensi 80% inference 20%
BOISE STANDARD — FINE-TUNING RECORD · School Bus Monitors
33-9094.00 · 8 QA pairs · jsonl · O*NET 30.3 + BLS OEWS
What is the current national employment level for School Bus Monitors?
According to BLS OEWS May 2025, there are 78,420 School Bus Monitors employed nationwide in transportation and educational services sectors.
factual BLS OEWS May 2025
What is the median annual salary for School Bus Monitors and what is the salary range?
According to BLS OEWS May 2025, School Bus Monitors earn a median annual wage of $35,100, with the 10th percentile at $28,130 and the 90th percentile at $43,250.
factual BLS OEWS May 2025
Which state offers the highest compensation for School Bus Monitors?
According to BLS OEWS May 2025, Washington state has the highest median wage for School Bus Monitors at $42,330 annually, above the national median of $35,100.
market_intel BLS OEWS May 2025
What are the primary industries employing School Bus Monitors?
According to occupation bundle data, School Bus Monitors are primarily employed in Educational Services, Transportation and Warehousing, and Federal, State, and Local Government sectors.
market_intel BLS OEWS May 2025 Industry Distribution
What educational background is typically required to enter this field?
Entry into the School Bus Monitor role typically requires a high school diploma or equivalent, with minimal formal training beyond on-the-job instruction in safety protocols and emergency procedures provided by the school district.
career_advice Occupation role summary and career entry requirements
What personal qualities make someone successful as a School Bus Monitor?
Success as a School Bus Monitor requires high dependability and integrity with ability to remain alert and cautious in dynamic environments. Key work styles include dependability (9.0), integrity (8.0), cautiousness (7.0), and cooperation, along with strong communication and problem-solving skills.
career_advice Work styles profile and role summary
How does the School Bus Monitor role compare to Bus Driver positions in terms of career progression?
School Bus Monitors often transition to School Bus Driver roles (53-3051.00), which represent a primary-short related occupation. Drivers typically earn higher salaries and have greater responsibility for vehicle operation, making it a natural career advancement path within school transportation.
comparative BLS OEWS declared related occupations
What career paths exist from the School Bus Monitor role?
School Bus Monitors can advance to School Bus Driver positions, Transit Passenger Attendant roles, or School Safety Officer positions. The role also serves as entry point for individuals interested in broader protective services and transportation sectors, with related occupations including Crossing Guards and Passenger Attendants.
comparative Related occupations analysis and career progression paths
◈ Boise Standard Employment Graph · 33-9094.00 · minted 2026-06-02T16:18:30Z · Sources: O*NET 30.3 (CC BY 4.0) · BLS OEWS May 2025 (Public Domain) · BS: https://boisestandard.org/employment/33-9094-school_bus_monitors
Boise Standard — Employment Intelligence
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Boise Standard · The Standard of Information · boisestandard.org ↗
Provenance Window — Full Source Record · 33-9094.00 · School Bus Monitors 7 source blocks · click to expand
O*NET Identity onetonline.org ↗ · O*NET 30.3 · CC BY 4.0 · retrieved 2026-06-02
[('onet_soc_code', '33-9094.00'), ('soc_code', '33-9094'), ('title', 'School Bus Monitors'), ('vertical', 'protective_services'), ('job_zone', '2'), ('job_zone_name', 'Job Zone 1-2: Very Little to Some Preparation Needed'), ('job_zone_exp', 'Some occupations may need little or no previous experience; others require several months to a year of experience. For e'), ('description', 'Maintain order among students on a school bus. Duties include helping students safely board and exit and communicating behavioral problems. May perform pretrip and posttrip inspections and prepare for and assist in emergency evacuations.'), ('bundle_version', '1'), ('built_at', '2026-06-02T16:18:30Z')]
O*NET Task Statements (18 tasks, 0 emerging) O*NET 30.3 Task Statements · Incumbent-reported · CC BY 4.0
[None] Announce routes or stops.
  DWAs: Provide transportation information to passengers or customers.

[None] Assist children with disabilities or children with psychological, emotional, or behavioral issues with boarding and exiting the school bus.
  DWAs: Assist students with special educational needs.

[None] Buckle seatbelts or fasten wheelchair tie-down straps to secure passengers for transportation.
  DWAs: Assist customers to ensure comfort or safety.

[None] Clean school bus interiors by picking up waste, wiping down windows, or vacuuming.
  DWAs: Clean vehicles or vehicle components.

[None] Direct students boarding and exiting the school bus.
  DWAs: Assist patrons with entering or exiting vehicles or other forms of transportation. | Assist passengers during vehicle boarding.

[None] Direct students evacuating the bus during safety drills.
  DWAs: Assist patrons with entering or exiting vehicles or other forms of transportation.

[None] Escort young children across roads or highways.
  DWAs: Assist motorists or pedestrians.

[None] Evacuate students from the school bus in emergency situations.
  DWAs: Assist customers to ensure comfort or safety. | Assist patrons with entering or exiting vehicles or other forms of transportation.

[None] Guide the driver when the bus is moving in reverse gear.
  DWAs: Communicate with others to coordinate vehicle movement.

[None] Monitor for trains at railroad crossings and signal the bus driver when it is safe to proceed.
  DWAs: Monitor traffic signals. | Communicate with others to coordinate vehicle movement.

[None] Monitor the conduct of students to maintain discipline and safety.
  DWAs: Monitor student behavior, social development, or health.

[None] Open and close school bus doors for students.
  DWAs: Operate vehicles or material-moving equipment.

[None] Operate a wheelchair lift to load or unload wheelchairs.
  DWAs: Assist disabled or incapacitated individuals.

[None] Prevent or defuse altercations between students.
  DWAs: Mediate disputes.

[None] Report delays, accidents, or other traffic and transportation situations to dispatchers or other bus drivers, using phones or mobile two-way radios.
  DWAs: Notify others of emergencies, problems, or hazards.

[None] Respond to students' questions, requests, or complaints.
  DWAs: Provide transportation information to passengers or customers.

[None] Talk to children's parents or guardians about problematic behaviors, emotional or developmental problems, or related issues.
  DWAs: Discuss child development and behavior with parents or guardians. | Provide counsel, comfort, or encouragement to individuals or families.

[None] Write and submit reports that include data such as the number of passengers or trips, hours worked, mileage driven, or fuel consumed.
  DWAs: Record operational details of travel.
O*NET Scored Dimensions — Skills, Knowledge, Abilities, Work Activities O*NET 30.3 · CC BY 4.0 · domain_source: Incumbent/Analyst/Machine Learning
--- WORK STYLES ---
  Dependability (imp:9.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Integrity (imp:8.00) — A tendency to be honest and ethical at work.
  Cautiousness (imp:7.00) — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Cooperation (imp:6.00) — A tendency to be pleasant, helpful, and willing to assist others at work.
  Social Orientation (imp:5.00) — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Self-Control (imp:4.00) — A tendency to remain calm and composed and to manage emotions effectively in res
  Stress Tolerance (imp:3.00) — A tendency to cope and function effectively in stressful situations at work.
  Dependability (imp:2.65) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Cooperation (imp:2.34) — A tendency to be pleasant, helpful, and willing to assist others at work.
  Integrity (imp:2.32) — A tendency to be honest and ethical at work.
  Self-Control (imp:2.30) — A tendency to remain calm and composed and to manage emotions effectively in res
  Social Orientation (imp:2.20) — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Empathy (imp:2.17) — A tendency to show concern for others and be sensitive to others' needs and feel
  Cautiousness (imp:2.14) — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Stress Tolerance (imp:2.03) — A tendency to cope and function effectively in stressful situations at work.
  Optimism (imp:2.02) — A tendency to exhibit a positive attitude and positive emotions at work, even un
  Empathy (imp:2.00) — A tendency to show concern for others and be sensitive to others' needs and feel
  Attention to Detail (imp:1.74) — A tendency to be detail-oriented, organized, and thorough in completing work.
  Sincerity (imp:1.72) — A tendency to be genuine and sincere in interactions with others at work, withou
  Perseverance (imp:1.46) — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Leadership Orientation (imp:1.31) — A tendency to lead, take charge, offer opinions, and provide direction at work.
  Humility (imp:1.22) — A tendency to be modest and humble when interacting with others at work.
  Self-Confidence (imp:1.05) — A tendency to believe in one's work-related capabilities and ability to control 
  Optimism (imp:1.00) — A tendency to exhibit a positive attitude and positive emotions at work, even un
  Adaptability (imp:0.99) — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Initiative (imp:0.67) — A tendency to be proactive and take on extra responsibilities and tasks that may
  Achievement Orientation (imp:0.54) — A tendency to establish and maintain personally challenging work-related goals, 
  Tolerance for Ambiguity (imp:0.06) — A tendency to be comfortable with ambiguity and uncertainty at work.
  Innovation () — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 
  Achievement Orientation () — A tendency to establish and maintain personally challenging work-related goals, 
  Intellectual Curiosity () — A tendency to seek out and acquire new work-related knowledge and obtain a deep 
  Tolerance for Ambiguity () — A tendency to be comfortable with ambiguity and uncertainty at work.
  Initiative () — A tendency to be proactive and take on extra responsibilities and tasks that may
  Adaptability () — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Self-Confidence () — A tendency to believe in one's work-related capabilities and ability to control 
  Perseverance () — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Leadership Orientation () — A tendency to lead, take charge, offer opinions, and provide direction at work.
  Humility () — A tendency to be modest and humble when interacting with others at work.
  Sincerity () — A tendency to be genuine and sincere in interactions with others at work, withou
  Attention to Detail () — A tendency to be detail-oriented, organized, and thorough in completing work.
  Intellectual Curiosity (imp:-0.36) — A tendency to seek out and acquire new work-related knowledge and obtain a deep 
  Innovation (imp:-0.54) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 
BLS OEWS May 2025 — 78,420 employed nationally bls.gov/oes ↗ · Public Domain · US Government · retrieved 2026-06-02
--- NATIONAL WAGES ---
  total_employment : 78,420
  annual_median    : $35,100
  annual_pct10     : $28,130
  annual_pct25     : $31,760
  annual_pct75     : $37,760
  annual_pct90     : $43,250
  annual_mean      : $35,150
  hourly_median    : $16.88

--- GEOGRAPHIC DISPERSION ---
  highest_state    : Washington ($42,330)
  lowest_state     : Mississippi ($23,500)
  dispersion_ratio : 1.801x

--- TOP STATES BY WAGE (50 total) ---
  Transportation and Warehousing           emp:   37,190  median: $  35,520
  Educational Services                     emp:   32,040  median: $  34,230
  Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp:    6,730  median: $  36,330
  Health Care and Social Assistance        emp:    1,910  median: $  32,930
  Administrative and Support and Waste Management and Remediation Services emp:      480  median: $  34,430
  Other Services (except Public Administration) emp:       40  median: $  32,850

--- TOP INDUSTRIES BY EMPLOYMENT (6 total) ---
  Transportation and Warehousing           emp:   37,190  median: $  35,520
  Educational Services                     emp:   32,040  median: $  34,230
  Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp:    6,730  median: $  36,330
  Health Care and Social Assistance        emp:    1,910  median: $  32,930
  Administrative and Support and Waste Management and Remediation Services emp:      480  median: $  34,430
  Other Services (except Public Administration) emp:       40  median: $  32,850
Wikipedia — Bus monitor (215 words) https://en.wikipedia.org/wiki/Bus_monitor ↗ · CC BY-SA 4.0
exact_match_status : found
matched_title      : Bus monitor
match_score        : 0.7333
wikidata_qid       : Q4852922
word_count         : 215
wikipedia_url      : https://en.wikipedia.org/wiki/Bus_monitor
license            : CC BY-SA 4.0
fetched_at         : 2026-06-02T22:01:35.192713Z

--- WIKIPEDIA FULL TEXT ---
A bus monitor, bus attendant or bus assistant is someone who assumes responsibility for the safety of children on a school bus. Specific tasks may include:

Helping to load students onto the bus
Ensuring students are well behaved
Assisting the driver
Conducting safety drills
With the advancement of technology, AI Bus Monitors are now being used to enhance child safety and provide real-time tracking of nursery and school children. These systems use artificial intelligence to monitor student behavior and ensure safe transit from home to school. 
A bus monitor can also be responsible for people with special needs.  These tasks can include but are not limited to:

Loading and unloading wheelchairs
Putting proper safety equipment on riders
Knowledge of their special needs passengers
Ability to stay calm during an emergency
Bus monitors are also subjected to meetings and different types of training for the job.  The training is for ensuring their knowledge is up to date with safety and others kinds of procedures.  It is the bus monitor's responsibility to make sure their passengers make it to their destination safely.  They are also responsible of knowing the general area of where their stops are and the laws and regulations there.


== See also ==

Bus conductor
Bus driver
Bus monitor bullying video


== References ==

--- SEMANTIC NEIGHBORS (5) ---

  Title: Bus monitor bullying video (similarity: 0.4889)
  URL: https://en.wikipedia.org/wiki/Bus_monitor_bullying_video
  QID: Q4852988
  Extract: "Making The Bus Monitor Cry" is one of three videos filmed in June 2012 which focused on a bus monitor, who was targeted for bullying by four seventh graders attending Greece Athena Middle School. The video went viral and received numerous video responses and news coverage. A donation campaign title

  Title: Greece Central School District (similarity: 0.4082)
  URL: https://en.wikipedia.org/wiki/Greece_Central_School_District
  QID: Q5601591
  Extract: The Greece Central School District is a public school district in New York State that serves approximately 14,000 students in the town of Greece in Monroe County with over 3,700 employees and an operating budget of $180 million.

  Title: The Lost Bus (similarity: 0.3226)
  URL: https://en.wikipedia.org/wiki/The_Lost_Bus
  QID: Q125153299
  Extract: The Lost Bus is a 2025 American survival drama film directed by Paul Greengrass, who co-wrote the screenplay with Brad Ingelsby based on the 2021 book Paradise by Lizzie Johnson. It stars Matthew McConaughey, America Ferrera, Yul Vazquez and Ashlie Atkinson. It portrays a fictionalized version of th

  Title: Desegregation busing (similarity: 0.3590)
  URL: https://en.wikipedia.org/wiki/Desegregation_busing
  QID: Q2382217
  Extract: Desegregation busing was a civil rights measure in the United States that came to national prominence in the 1970s. The goal of desegregation busing was to diversify the racial make-up of public schools by transporting students to more distant areas with less diverse student populations. Typically, 

  Title: Boston desegregation busing crisis (similarity: 0.3774)
  URL: https://en.wikipedia.org/wiki/Boston_desegregation_busing_crisis
  QID: Q4948229
  Extract: The desegregation of Boston public schools (1974–1988) was a period in which the Boston Public Schools were under court control to desegregate through a system of busing students. The call for desegregation and the first years of its implementation led to a series of racial protests and riots that b
Claude Inference — claude-sonnet-4-20250514 · confidence:high · $0.0386 inferred_at: 2026-06-03T20:46:53 UTC · Boise Standard inference pipeline v1.0
model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes     : Strong confidence based on detailed task descriptions, clear wage data, and Wikipedia validation of role definition and responsibilities.
inferred_at          : 2026-06-03T20:46:53.671406+00:00
tokens_input         : 3,427
tokens_output        : 3,917
cost_usd             : $0.038597
wikipedia_used       : True
wikipedia_title      : Bus monitor
wikipedia_note       : Wikipedia confirms the core responsibilities including student safety, behavior management, driver assistance, and safety drill coordination. The definition aligns closely with O*NET task descriptions.

--- PROSE FIELDS ---

ROLE SUMMARY:
School Bus Monitors ensure student safety and order during transportation to and from school. They assist with boarding, secure passengers, manage behavioral issues, and help with emergency evacuations. This protective services role requires minimal formal preparation but demands high reliability and safety awareness.

DAY IN THE LIFE:
A typical day involves announcing route stops and directing students during boarding and exit procedures. Monitors buckle seatbelts and secure wheelchair tie-downs to ensure passenger safety during transport. They supervise student behavior throughout the journey, addressing any disruptions or safety concerns. When needed, they escort young children across roads and highways, and guide drivers during reverse movements or railroad crossings. Monitors also conduct safety drills, prepare for potential emergency evacuations, and perform basic cleaning tasks like picking up waste and wiping down windows.

WHO THRIVES:
This role suits individuals with high dependability and integrity who can remain alert and cautious in dynamic environments. Success requires strong cooperation skills and social orientation to effectively manage diverse groups of children. Those who thrive are patient, observant, and comfortable with authority, able to remain calm under pressure while maintaining firm but caring supervision. The work appeals to people who find meaning in protecting children and contributing to their daily safety and well-being.

CAREER ENTRY:
Entry typically requires a high school diploma or equivalent, with minimal formal training needed beyond safety protocols and emergency procedures. Most employers provide on-the-job training covering student management techniques, safety equipment operation, and emergency response. Background checks and clean driving records are standard requirements given the protective nature of the role.

CAREER TRAJECTORY:
Career advancement often leads to positions as School Bus Drivers with additional commercial licensing and training. Some monitors transition to educational support roles like teaching assistants or crossing guards. Experience in student supervision and safety protocols can also open opportunities in school security or transportation coordination roles.

MARKET INTELLIGENCE:
According to BLS OEWS May 2025, School Bus Monitors earn a median annual wage of $35,100, with employment of 78,420 nationwide. Wages range from $28,130 at the 10th percentile to $43,250 at the 90th percentile, showing geographic variation from Mississippi ($23,500) to Washington ($42,330). The largest employment sectors are Transportation and Warehousing (37,190 employed) and Educational Services (32,040 employed). Demand correlates with school enrollment and transportation needs, making this a stable but geographically dependent field.

AUTOMATION OUTLOOK:
This role has low automation risk due to its fundamentally human-centered nature involving child supervision and safety. While vehicle technology may advance with improved safety systems, the need for human oversight of student behavior, emergency response, and personalized assistance for children with disabilities remains irreplaceable.

--- REASONED EDGES ---
  [task_similarity] Bus Drivers, School (53-3051.00) — confidence:high
    reasoning: Both roles involve student transportation safety, emergency procedures, and vehicle operations in school settings.
    data: Both conduct safety drills
    data: Both assist with student boarding/exit
    data: Both work in same transportation environment
  [skill_overlap] Crossing Guards and Flaggers (33-9091.00) — confidence:high
    reasoning: Both roles involve protecting children during transportation activities and require high dependability and safety awareness.
    data: Both escort children across roads
    data: Both share protective services function
    data: Both require dependability work style
  [task_similarity] Passenger Attendants (53-6061.00) — confidence:medium
    reasoning: Both roles assist passengers with boarding, ensure safety during transport, and manage passenger behavior.
    data: Both secure passengers for transportation
    data: Both assist with boarding procedures
    data: Both maintain order among passengers
  [job_zone] Shuttle Drivers and Chauffeurs (53-3053.00) — confidence:medium
    reasoning: Both are Job Zone 2 roles requiring minimal preparation and involving passenger transportation safety.
    data: Same job zone level
    data: Both involve passenger transportation
    data: Both require safety awareness
  [riasec_cluster] Bus Drivers, Transit and Intercity (53-3052.00) — confidence:medium
    reasoning: Both roles show Social orientation focus on helping and supervising people in transportation settings.
    data: Both have Social RIASEC emphasis
    data: Both involve passenger supervision
    data: Both work in public transportation

--- NORMALIZER SIGNALS ---
  match_keywords   : ['bus monitor', 'school bus aide', 'bus attendant', 'bus assistant', 'transportation aide', 'school bus escort', 'student supervisor', 'bus matron']
  exclude_keywords : ['bus driver', 'teacher', 'security guard', 'custodian', 'mechanic']
  title_patterns   : ['School Bus Monitor', 'Bus Aide', 'Transportation Monitor', 'Student Transportation Assistant', 'Bus Attendant']
  common_variations: ['bus monitor', 'school bus monitor', 'bus aide', 'bus assistant', 'bus attendant', 'school bus aide', 'transportation aide', 'student supervisor']
Semantic Manifold — 40 terms · 5 provenance layers employment_word_extractor.py · sources: onet_tasks | onet_dimensions | dwas | wikipedia | inference · Constitutional Law III
total_terms    : 40
top_words      : ['tendency', 'bus', 'safety', 'school', 'students', 'others', 'transportation', 'children', 'student', 'busing', 'passengers', 'emergency', 'orientation', 'control', 'monitors', 'situations', 'driver', 'social', 'self', 'difficult']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
tendency                   42  0.03714  onet_dimensions      onet_dimensions:100%
bus                        29  0.02564  wikipedia            wikipedia:59%  onet_tasks:31%  inference:10%
safety                     22  0.01945  inference            inference:59%  wikipedia:23%  onet_tasks:9%
school                     21  0.01857  wikipedia            wikipedia:43%  inference:33%  onet_tasks:24%
students                   17  0.01503  wikipedia            wikipedia:47%  onet_tasks:41%  dwas:6%
others                     14  0.01238  onet_dimensions      onet_dimensions:71%  dwas:21%  wikipedia:7%
transportation             11  0.00973  dwas                 dwas:45%  inference:36%  onet_tasks:18%
children                   10  0.00884  onet_tasks           onet_tasks:40%  inference:40%  wikipedia:20%
student                     9  0.00796  inference            inference:67%  wikipedia:22%  dwas:11%
busing                      9  0.00796  wikipedia            wikipedia:100%
passengers                  8  0.00707  dwas                 dwas:38%  onet_tasks:25%  wikipedia:25%
emergency                   7  0.00619  inference            inference:71%  onet_tasks:14%  wikipedia:14%
orientation                 7  0.00619  onet_dimensions      onet_dimensions:86%  inference:14%
control                     7  0.00619  onet_dimensions      onet_dimensions:57%  wikipedia:43%
monitors                    7  0.00619  inference            inference:71%  wikipedia:29%
situations                  6  0.00530  onet_dimensions      onet_dimensions:67%  onet_tasks:33%
driver                      6  0.00530  wikipedia            wikipedia:50%  onet_tasks:33%  inference:17%
social                      6  0.00530  onet_dimensions      onet_dimensions:67%  dwas:17%  inference:17%
self                        6  0.00530  onet_dimensions      onet_dimensions:100%
difficult                   6  0.00530  onet_dimensions      onet_dimensions:100%
needs                       6  0.00530  onet_dimensions      onet_dimensions:33%  wikipedia:33%  dwas:17%
behavior                    6  0.00530  inference            inference:50%  dwas:33%  wikipedia:17%
public                      6  0.00530  wikipedia            wikipedia:100%
desegregation               6  0.00530  wikipedia            wikipedia:100%
schools                     6  0.00530  wikipedia            wikipedia:100%
boarding                    5  0.00442  onet_tasks           onet_tasks:40%  inference:40%  dwas:20%
exiting                     5  0.00442  dwas                 dwas:60%  onet_tasks:40%
effectively                 5  0.00442  onet_dimensions      onet_dimensions:80%  inference:20%
response                    5  0.00442  onet_dimensions      onet_dimensions:40%  inference:40%  wikipedia:20%
comfortable                 5  0.00442  onet_dimensions      onet_dimensions:80%  inference:20%
vehicles                    5  0.00442  dwas                 dwas:100%
vehicle                     5  0.00442  dwas                 dwas:80%  inference:20%
district                    5  0.00442  wikipedia            wikipedia:100%
boston                      5  0.00442  wikipedia            wikipedia:100%
open                        4  0.00354  onet_dimensions      onet_dimensions:50%  onet_tasks:25%  inference:25%
responsible                 4  0.00354  onet_dimensions      onet_dimensions:50%  wikipedia:50%
meeting                     4  0.00354  onet_dimensions      onet_dimensions:100%
seek                        4  0.00354  onet_dimensions      onet_dimensions:100%
remain                      4  0.00354  onet_dimensions      onet_dimensions:50%  inference:50%
calm                        4  0.00354  onet_dimensions      onet_dimensions:50%  wikipedia:25%  inference:25%
◈ Boise Standard Employment Graph · 33-9094.00 · built 2026-06-02 · Sources declared above are authoritative originals. This page synthesizes but does not replace them. Every claim traceable. Full provenance. Constitutional Law I.
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