entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-9094-00"
socCode = "33-9094.00"
title = "School Bus Monitors"
summary = "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."
aliases = ["Bus Monitor", "School Bus Aide", "School Bus Assistant", "School Bus Attendant", "School Bus Escort", "School Bus Matron", "School Bus Monitor"]
emergingTasks = []
capabilities = []
workContext = []
studyPrograms = []
aiSignals = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "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 training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"
educationDistribution = []

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 34980
meanWage = 35270
pct10Wage = 27250
pct25Wage = 31200
pct75Wage = 38840
pct90Wage = 43240
employment = 72140
areaTitle = "U.S."

[industries]
count = 6

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 32040
medianWage = 33160
lq = 5.02

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 31840
medianWage = 36060
lq = 9.21

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1300
medianWage = 30530
lq = 0.12

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 500
medianWage = 35360
lq = 0.12

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 140
medianWage = 27560
lq = 0.12

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
medianWage = 35360

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 31840
lq = 9.21

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 32040
lq = 5.02

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 500
lq = 0.12

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1300
lq = 0.12

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 140
lq = 0.12

[aiOutlook]
usageTasks = []

[aiOutlook.index]
value = 53
percentile = 52
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 2

[[aiOutlook.index.components]]
percentile = 21
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 85
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.16666666666666666
beta = 0.16666666666666666
gamma = 0.16666666666666666

[aiOutlook.bls]
growthPercent = -2.7
growthPercentile = 17
direction = "Declining"
annualOpeningsThousands = 12.6
annualOpeningsPercentile = 67
employment2024Thousands = 71.4
employment2034Thousands = 69.5

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.16666666666666666
percentile = 21
band = "Low"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.27468439117644905
percentile = 85
band = "High"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 18
skills = 1
capabilities = 0
tools = 2
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "7f322cbd4c0d57b8"

[[tasks]]
text = "Announce routes or stops."
type = "n/a"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Assist children with disabilities or children with psychological, emotional, or behavioral issues with boarding and exiting the school bus."
type = "n/a"
iwa = "4.A.4.a.5.i"

[[tasks]]
text = "Buckle seatbelts or fasten wheelchair tie-down straps to secure passengers for transportation."
type = "n/a"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Clean school bus interiors by picking up waste, wiping down windows, or vacuuming."
type = "n/a"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Direct students boarding and exiting the school bus."
type = "n/a"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Direct students evacuating the bus during safety drills."
type = "n/a"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Escort young children across roads or highways."
type = "n/a"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Evacuate students from the school bus in emergency situations."
type = "n/a"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Guide the driver when the bus is moving in reverse gear."
type = "n/a"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Monitor for trains at railroad crossings and signal the bus driver when it is safe to proceed."
type = "n/a"
iwa = "4.A.1.a.2.d"

[[tasks]]
text = "Monitor the conduct of students to maintain discipline and safety."
type = "n/a"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Open and close school bus doors for students."
type = "n/a"
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Provide transportation information to passengers or customers."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Assist students with special educational needs."
iwa = "4.A.4.a.5.i"

[[activities]]
name = "Assist customers to ensure comfort or safety."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Clean vehicles or vehicle components."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Assist patrons with entering or exiting vehicles or other forms of transportation."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Assist passengers during vehicle boarding."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Assist motorists or pedestrians."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Communicate with others to coordinate vehicle movement."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Monitor traffic signals."
iwa = "4.A.1.a.2.d"

[[activities]]
name = "Monitor student behavior, social development, or health."
iwa = "4.A.1.a.2.f"

[[activities]]
name = "Operate vehicles or material-moving equipment."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Assist disabled or incapacitated individuals."
iwa = "4.A.4.a.5.i"

[[activities]]
name = "Mediate disputes."
iwa = "4.A.4.a.7.a"

[[activities]]
name = "Notify others of emergencies, problems, or hazards."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Discuss child development and behavior with parents or guardians."
iwa = "4.A.4.b.6.g"

[[activities]]
name = "Provide counsel, comfort, or encouragement to individuals or families."
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Record operational details of travel."
iwa = "4.A.3.b.6.h"

[[skills]]
name = "Microsoft Windows"
type = "Common Skill"

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[personFit]]
name = "Dependability"
family = "work_style"
value = 9

[[personFit]]
name = "Integrity"
family = "work_style"
value = 8

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 7

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 6

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 5.25

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 5

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.76

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 4.3

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 4

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.43

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 3.28

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 3

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.5

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.44

[[personFit]]
name = "Empathy"
family = "work_style"
value = 2.17

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.12

[[relatedRoles]]
socCode = "53-3051.00"
slug = "role-53-3051-00"
title = "Bus Drivers, School"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-3052.00"
slug = "role-53-3052-00"
title = "Bus Drivers, Transit and Intercity"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-3053.00"
slug = "role-53-3053-00"
title = "Shuttle Drivers and Chauffeurs"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-6061.00"
slug = "role-53-6061-00"
title = "Passenger Attendants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-4041.00"
slug = "role-53-4041-00"
title = "Subway and Streetcar Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-3054.00"
slug = "role-53-3054-00"
title = "Taxi Drivers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-9091.00"
slug = "role-33-9091-00"
title = "Crossing Guards and Flaggers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-4031.00"
slug = "role-53-4031-00"
title = "Railroad Conductors and Yardmasters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-5032.00"
slug = "role-43-5032-00"
title = "Dispatchers, Except Police, Fire, and Ambulance"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-2031.00"
slug = "role-53-2031-00"
title = "Flight Attendants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9032.00"
slug = "role-11-9032-00"
title = "Education Administrators, Kindergarten through Secondary"
tier = "Supplemental"

[[relatedRoles]]
socCode = "19-3034.00"
slug = "role-19-3034-00"
title = "School Psychologists"
tier = "Supplemental"

[[careerClusters]]
cluster = "Public Service & Safety"
slug = "public-service-safety"
