entityType = "role"
schemaVersion = "role.v1"
slug = "role-11-9111-00"
socCode = "11-9111.00"
title = "Medical and Health Services Managers"
summary = "Plan, direct, or coordinate medical and health services in hospitals, clinics, managed care organizations, public health agencies, or similar organizations."
aliases = ["Clinical Director", "Health Information Management Director (HIM Director)", "Health Information Manager (HIM Manager)", "Nursing Director", "Cancer Center Director", "Healthcare System Director", "Medical Records Director", "Medical Records Manager", "Mental Health Program Manager", "Nurse Manager", "Assisted Living Administrator", "Assisted Living Manager"]
emergingTasks = []

[preparation]
jobZone = "4"
jobZoneName = "Job Zone Four: Considerable Preparation Needed"
education = "Most of these occupations require a four-year bachelor's degree, but some do not."
experience = "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified."
svpRange = "(7.0 to < 8.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 46.43

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 21.43

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10.71

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 7.14

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 3.57

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 3.57

[[preparation.educationDistribution]]
label = "First Professional Degree"
percentage = 3.57

[educationLevel]
category = "Bachelor's degree"
slug = "bachelor-s-degree"

[market]
medianWage = 117960
meanWage = 137730
pct10Wage = 69680
pct25Wage = 88560
pct75Wage = 162420
pct90Wage = 219080
employment = 565840
areaTitle = "U.S."

[industries]
count = 30

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 445150
medianWage = 108040
lq = 5.25

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 17930
medianWage = 152000
lq = 1.74

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 17060
medianWage = 162860
lq = 0.43

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 15880
medianWage = 97670
lq = 9.08

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 11160
medianWage = 164350
lq = 0.49

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 10440
medianWage = 94450
lq = 9.19

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 10030
medianWage = 114410
lq = 0.2

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 9740
medianWage = 124240
lq = 0.29

[[industries.top]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 8020
medianWage = 167130
lq = 4.87

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 6500
medianWage = 97410
lq = 7.32

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 5920
medianWage = 90380
lq = 0.67

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 5570
medianWage = 93490
lq = 5.87

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 10440
lq = 9.19

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 15880
lq = 9.08

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 6500
lq = 7.32

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 5570
lq = 5.87

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 445150
lq = 5.25

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 8020
lq = 4.87

[[industries.concentrated]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
employment = 2050
lq = 3.4

[[industries.concentrated]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 1590
lq = 2.84

[aiOutlook]
teleworkable = true
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 70
percentile = 70
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 84
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 72
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 55
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0073
percentile = 5
band = "Low"
note = "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking."

[aiOutlook.eloundou]
alpha = 0
beta = 0.42857142857142855
gamma = 0.8571428571428571

[aiOutlook.bls]
growthPercent = 23.2
growthPercentile = 99
direction = "Growing fast"
annualOpeningsThousands = 62.1
annualOpeningsPercentile = 91
employment2024Thousands = 616.2
employment2034Thousands = 759.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.260259
percentile = 84
band = "High"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.8571428571428571
percentile = 72
band = "High"
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 = 0.1632890896536952
percentile = 55
band = "Moderate"
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.usageTasks]]
task = "Develop instructional materials and conduct in-service and community-based educational programs."
usagePercent = 0.02239029781150245
importance = 3.41

[[aiOutlook.usageTasks]]
task = "Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options."
usagePercent = 0.004519142677550953
importance = 4.16

[[aiOutlook.usageTasks]]
task = "Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives."
usagePercent = 0.0033893570081632153
importance = 3.78

[[aiOutlook.usageTasks]]
task = "Develop and implement organizational policies and procedures for the facility or medical unit."
usagePercent = 0.0016433246100185286
importance = 3.92

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

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

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

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

[aiPlaybook]
trustedTaskCount = 3
taskCount = 6
totalSample = 579
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 46.02
augmentationShare = 49.51
workUsePercent = 72.23
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 42.91

[[aiPlaybook.collaboration]]
label = "directive"
percent = 40.58

[[aiPlaybook.collaboration]]
label = "learning"
percent = 6.6

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 5.44

[[aiPlaybook.useCase]]
label = "work"
percent = 72.23

[[aiPlaybook.useCase]]
label = "coursework"
percent = 17.48

[[aiPlaybook.useCase]]
label = "personal"
percent = 6.02

[[aiPlaybook.delegatedTasks]]
task = "Develop instructional materials and conduct in-service and community-based educational programs."
usagePercent = 0.03720465058132266
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 372

[[aiPlaybook.delegatedTasks]]
task = "Develop and maintain computerized record management systems to store and process data such as personnel activities and information, and to produce reports."
usagePercent = 0.01050131266408301
collaboration = "directive"
autonomyMedian = 4
sampleCount = 105

[[aiPlaybook.delegatedTasks]]
task = "Develop and implement organizational policies and procedures for the facility or medical unit."
usagePercent = 0.003800475059382423
collaboration = "directive"
autonomyMedian = 4
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Develop instructional materials and conduct in-service and community-based educational programs."
humanNeededPercent = 91.39784946236558
sampleCount = 372

[[aiPlaybook.boundaryTasks]]
task = "Develop and implement organizational policies and procedures for the facility or medical unit."
humanNeededPercent = 86.8421052631579
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Develop and maintain computerized record management systems to store and process data such as personnel activities and information, and to produce reports."
humanNeededPercent = 72.38095238095238
sampleCount = 105

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: develop instructional materials and conduct in-service and community-based educational programs. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: develop and maintain computerized record management systems to store and process data such as personnel activities and information, and to produce reports. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: develop and implement organizational policies and procedures for the facility or medical unit. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 18
skills = 68
capabilities = 120
tools = 126
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "e84d8e41fa09ea16"

[[tasks]]
text = "Direct, supervise and evaluate work activities of medical, nursing, technical, clerical, service, maintenance, and other personnel."
type = "Core"
iwa = "4.A.2.a.1.d"

[[tasks]]
text = "Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Plan, implement, and administer programs and services in a health care or medical facility, including personnel administration, training, and coordination of medical, nursing and physical plant staff."
type = "Core"
iwa = "4.A.2.b.1.i"

[[tasks]]
text = "Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishing rates for services, and coordinating financial reporting."
type = "Core"
iwa = "4.A.4.b.4.h"

[[tasks]]
text = "Maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Establish work schedules and assignments for staff, according to workload, space, and equipment availability."
type = "Core"
iwa = "4.A.4.b.1.f"

[[tasks]]
text = "Monitor the use of diagnostic services, inpatient beds, facilities, and staff to ensure effective use of resources and assess the need for additional staff, equipment, and services."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Direct or conduct recruitment, hiring, and training of personnel."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Manage change in integrated health care delivery systems, such as work restructuring, technological innovations, and shifts in the focus of care."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Maintain communication between governing boards, medical staff, and department heads by attending board meetings and coordinating interdepartmental functioning."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Establish objectives and evaluative or operational criteria for units managed."
type = "Core"
iwa = "4.A.2.b.2.v"

[[tasks]]
text = "Develop and implement organizational policies and procedures for the facility or medical unit."
type = "Core"
iwa = "4.A.2.b.1.i"

[[activities]]
name = "Evaluate employee performance."
iwa = "4.A.2.a.1.d"

[[activities]]
name = "Supervise employees."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Develop organizational goals or objectives."
iwa = "4.A.2.b.2.v"

[[activities]]
name = "Develop procedures to evaluate organizational activities."
iwa = "4.A.3.b.2.f"

[[activities]]
name = "Conduct employee training programs."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Hire personnel."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Recruit personnel."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Develop computer or information systems."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Maintain operational records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Implement organizational process or policy changes."
iwa = "4.A.2.b.1.i"

[[activities]]
name = "Develop organizational policies or programs."
iwa = "4.A.2.b.4.a"

[[activities]]
name = "Develop operating strategies, plans, or procedures."
iwa = "4.A.2.b.4.a"

[[activities]]
name = "Direct financial operations."
iwa = "4.A.4.b.4.h"

[[activities]]
name = "Prepare operational budgets."
iwa = "4.A.4.b.4.h"

[[activities]]
name = "Prepare staff schedules or work assignments."
iwa = "4.A.4.b.1.f"

[[activities]]
name = "Liaise between departments or other groups to improve function or communication."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Monitor performance of organizational members or partners."
iwa = "4.A.1.a.2.f"

[[activities]]
name = "Monitor resources."
iwa = "4.A.4.c.3.g"

[[activities]]
name = "Maintain knowledge of current developments in area of expertise."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Manage operations, research, or logistics projects."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Prepare operational progress or status reports."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Manage human resources activities."
iwa = "4.A.4.b.4.f"

[[activities]]
name = "Coordinate operational activities with external stakeholders."
iwa = "4.A.4.b.1.c"

[[activities]]
name = "Inspect condition or functioning of facilities or equipment."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Advise others on legal or regulatory compliance matters."
iwa = "4.A.4.b.6.h"

[[activities]]
name = "Monitor facilities or operational systems."
iwa = "4.A.1.a.2.b"

[[activities]]
name = "Analyze risks to minimize losses or damages."
iwa = "4.A.2.a.4.c"

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 4.68

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.37

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4.25

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.22

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.12

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 4.11

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 4

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.93

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.88

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.79

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.68

[[capabilities]]
name = "Operations Analysis"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.62

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.41

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

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

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

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

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Psychology"
type = "Specialized Skill"

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

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

[[skills]]
name = "Microsoft Visio"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Teams"
type = "Specialized Skill"

[[skills]]
name = "Microsoft SharePoint"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Project"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

[[skills]]
name = "Google Sheets"
type = "Common Skill"

[[skills]]
name = "Google Docs"
type = "Specialized Skill"

[[skills]]
name = "Facebook"
type = "Specialized Skill"

[[skills]]
name = "Cisco WebEx"
type = "Specialized Skill"

[[skills]]
name = "Autodesk Revit"
type = "Specialized Skill"

[[skills]]
name = "Apache Maven"
type = "Specialized Skill"

[[skills]]
name = "Apache Hadoop"
type = "Specialized Skill"

[[skills]]
name = "Adobe Acrobat"
type = "Specialized Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

[[tools]]
example = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Apache Hadoop"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Maven"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Autodesk Revit"
category = "Computer aided design CAD software"
hot = true
inDemand = false

[[tools]]
example = "Cisco Webex"
category = "Video conferencing software"
hot = true
inDemand = false

[[tools]]
example = "eClinicalWorks EHR software"
category = "Medical software"
hot = true
inDemand = false

[[tools]]
example = "Epic Systems"
category = "Medical software"
hot = true
inDemand = false

[[tools]]
example = "Facebook"
category = "Web page creation and editing software"
hot = true
inDemand = false

[[tools]]
example = "Google Docs"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Google Sheets"
category = "Spreadsheet software"
hot = true
inDemand = false

[[tools]]
example = "Henry Schein Dentrix"
category = "Medical software"
hot = true
inDemand = false

[[tools]]
example = "IBM SPSS Statistics"
category = "Analytical or scientific software"
hot = true
inDemand = false

[[tools]]
example = "Intuit QuickBooks"
category = "Accounting software"
hot = true
inDemand = false

[[tools]]
example = "Marketo Marketing Automation"
category = "Sales and marketing software"
hot = true
inDemand = false

[[tools]]
example = "MEDITECH software"
category = "Medical software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Project"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft SharePoint"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft SQL Server"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft SQL Server Integration Services SSIS"
category = "Enterprise application integration software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft SQL Server Reporting Services SSRS"
category = "Data base reporting software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Teams"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visio"
category = "Process mapping and design software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Basic"
category = "Development environment software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Oracle PeopleSoft"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Oracle Primavera Enterprise Project Portfolio Management"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "R"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Salesforce software"
category = "Customer relationship management CRM software"
hot = true
inDemand = false

[[tools]]
example = "SAS"
category = "Analytical or scientific software"
hot = true
inDemand = false

[[tools]]
example = "Structured query language SQL"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Tableau"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

[[tools]]
example = "Teradata Database"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Trimble SketchUp Pro"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Yardi software"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[workContext]]
name = "E-Mail"
value = 5

[[workContext]]
name = "Telephone Conversations"
value = 4.93

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.93

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.86

[[workContext]]
name = "Contact With Others"
value = 4.82

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.61

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.36

[[workContext]]
name = "Spend Time Sitting"
value = 4.25

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.11

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.11

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.07

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.96

[[workContext]]
name = "Time Pressure"
value = 3.93

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.89

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.79

[[workContext]]
name = "Frequency of Decision Making"
value = 3.74

[[workContext]]
name = "Written Letters and Memos"
value = 3.71

[[workContext]]
name = "Conflict Situations"
value = 3.71

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.54

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.52

[[workContext]]
name = "Level of Competition"
value = 3.43

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.39

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.37

[[workContext]]
name = "Physical Proximity"
value = 3

[[workContext]]
name = "Public Speaking"
value = 2.96

[[workContext]]
name = "Degree of Automation"
value = 2.86

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.54

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.54

[[workContext]]
name = "Consequence of Error"
value = 2.41

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.36

[[workContext]]
name = "Spend Time Standing"
value = 2.25

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.11

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.96

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.89

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.56

[[workContext]]
name = "Exposed to Contaminants"
value = 1.54

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.44

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.39

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.37

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.36

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 10

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

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 8

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 7

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 6.78

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 6

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 5.95

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.17

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 5

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 5

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 4.98

[[personFit]]
name = "Business Initiatives"
family = "specific_interest_area"
value = 4.96

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 4.64

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.4

[[personFit]]
name = "Adaptability"
family = "work_style"
value = 4

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.98

[[relatedRoles]]
socCode = "15-1211.01"
slug = "role-15-1211-01"
title = "Health Informatics Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "21-1091.00"
slug = "role-21-1091-00"
title = "Health Education Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-1141.04"
slug = "role-29-1141-04"
title = "Clinical Nurse Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "11-9151.00"
slug = "role-11-9151-00"
title = "Social and Community Service Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "25-1071.00"
slug = "role-25-1071-00"
title = "Health Specialties Teachers, Postsecondary"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-1111.00"
slug = "role-13-1111-00"
title = "Management Analysts"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-9021.00"
slug = "role-29-9021-00"
title = "Health Information Technologists and Medical Registrars"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1229.05"
slug = "role-29-1229-05"
title = "Preventive Medicine Physicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9031.00"
slug = "role-11-9031-00"
title = "Education and Childcare Administrators, Preschool and Daycare"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1214.00"
slug = "role-29-1214-00"
title = "Emergency Medicine Physicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "21-1015.00"
slug = "role-21-1015-00"
title = "Rehabilitation Counselors"
tier = "Supplemental"

[[relatedRoles]]
socCode = "29-2099.08"
slug = "role-29-2099-08"
title = "Patient Representatives"
tier = "Supplemental"

[[careerClusters]]
cluster = "Healthcare & Human Services"
slug = "healthcare-human-services"

[[studyPrograms]]
title = "Agriculture, Agriculture Operations, and Related Sciences"
slug = "agriculture-agriculture-operations-and-related-sciences"

[[studyPrograms]]
title = "Biological and Biomedical Sciences"
slug = "biological-and-biomedical-sciences"

[[studyPrograms]]
title = "Business, Management, Marketing, and Related Support Services"
slug = "business-management-marketing-and-related-support-services"

[[studyPrograms]]
title = "Health Professions and Related Programs"
slug = "health-professions-and-related-programs"

[[studyPrograms]]
title = "Public Administration and Social Service Professions"
slug = "public-administration-and-social-service-professions"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.0073
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.260259
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.8518099
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.314992
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
