entityType = "role"
schemaVersion = "role.v1"
slug = "role-21-1013-00"
socCode = "21-1013.00"
title = "Marriage and Family Therapists"
summary = "Diagnose and treat mental and emotional disorders, whether cognitive, affective, or behavioral, within the context of marriage and family systems. Apply psychotherapeutic and family systems theories and techniques in the delivery of services to individuals, couples, and families for the purpose of treating such diagnosed nervous and mental disorders."
aliases = ["Clinical Therapist", "Licensed Marriage and Family Therapist (LMFT)", "Marriage and Family Therapist (MFT)", "Outpatient Therapist", "Counselor", "Family Therapist", "Human Relations Counselor", "Licensed Professional Counselor (LPC)", "Marriage and Family Counselor", "Play Therapist", "ABA Behavior Therapist (Applied Behavior Analysis Behavior Therapist)", "Behavior Intervention Specialist"]

[preparation]
jobZone = "5"
jobZoneName = "Job Zone Five: Extensive Preparation Needed"
education = "Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree)."
experience = "Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job."
svpRange = "(8.0 and above)"

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 78.96

[[preparation.educationDistribution]]
label = "First Professional Degree"
percentage = 9.75

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 4.95

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 2.6

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 2.05

[[preparation.educationDistribution]]
label = "Post-Doctoral Training"
percentage = 1.7

[educationLevel]
category = "Master's degree"
slug = "master-s-degree"

[market]
medianWage = 63780
meanWage = 72720
pct10Wage = 42610
pct25Wage = 48600
pct75Wage = 85020
pct90Wage = 111610
employment = 65870
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 57920
medianWage = 62820
lq = 5.87

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 20900
medianWage = 60140
lq = 202.32

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 7590
medianWage = 69890
lq = 57.38

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 2400
medianWage = 47770
lq = 11.79

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 2280
medianWage = 49280
lq = 2.21

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 1910
medianWage = 74410
lq = 17.28

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1570
medianWage = 58160
lq = 0.27

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 590
medianWage = 64920
lq = 0.15

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 450
medianWage = 71830
lq = 0.37

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 340
lq = 0.3

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 230
medianWage = 57820
lq = 0.12

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 100
medianWage = 62180
lq = 0.6

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 20900
lq = 202.32

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 7590
lq = 57.38

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 1910
lq = 17.28

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 2400
lq = 11.79

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 57920
lq = 5.87

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 2280
lq = 2.21

[[industries.concentrated]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 100
lq = 0.6

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 450
lq = 0.37

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

[aiOutlook.index]
value = 63
percentile = 62
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 94
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 19
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 75
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.014
percentile = 9
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 = 0.07407407407407407
beta = 0.1111111111111111
gamma = 0.14814814814814814

[aiOutlook.bls]
growthPercent = 12.6
growthPercentile = 95
direction = "Growing fast"
annualOpeningsThousands = 7.7
annualOpeningsPercentile = 57
employment2024Thousands = 77.8
employment2034Thousands = 87.7

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.367434
percentile = 94
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 = 0.14814814814814814
percentile = 19
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 = 0.23077946819286144
percentile = 75
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.usageTasks]]
task = "Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner."
usagePercent = 0.053099926461223704
importance = 4.77

[[aiOutlook.usageTasks]]
task = "Ask questions that will help clients identify their feelings and behaviors."
usagePercent = 0.016433246100185286
importance = 4.74

[[aiOutlook.usageTasks]]
task = "Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods."
usagePercent = 0.013249304668274384
importance = 3.36

[[aiOutlook.usageTasks]]
task = "Provide instructions to clients on how to obtain help with legal, financial, and other personal issues."
usagePercent = 0.00883286977884959
importance = 3.37

[[aiOutlook.usageTasks]]
task = "Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues."
usagePercent = 0.007805791897588011
importance = 4.64

[[aiOutlook.usageTasks]]
task = "Gather information from doctors, schools, social workers, juvenile counselors, law enforcement personnel, and others to make recommendations to courts for resolution of child custody or visitation disputes."
usagePercent = 0.0017460323981446867
importance = 3.28

[[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 = 6
taskCount = 7
totalSample = 1311
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 21.75
augmentationShare = 65.63
workUsePercent = 12.38
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 38.54

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 21.83

[[aiPlaybook.collaboration]]
label = "directive"
percent = 17.88

[[aiPlaybook.collaboration]]
label = "none"
percent = 7.43

[[aiPlaybook.collaboration]]
label = "validation"
percent = 5.26

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 3.87

[[aiPlaybook.useCase]]
label = "personal"
percent = 79.88

[[aiPlaybook.useCase]]
label = "work"
percent = 12.38

[[aiPlaybook.useCase]]
label = "coursework"
percent = 3.56

[[aiPlaybook.delegatedTasks]]
task = "Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner."
usagePercent = 0.07450931366420803
collaboration = "learning"
autonomyMedian = 4
sampleCount = 745

[[aiPlaybook.delegatedTasks]]
task = "Ask questions that will help clients identify their feelings and behaviors."
usagePercent = 0.02060257532191524
collaboration = "learning"
autonomyMedian = 4
sampleCount = 206

[[aiPlaybook.delegatedTasks]]
task = "Provide instructions to clients on how to obtain help with legal, financial, and other personal issues."
usagePercent = 0.012401550193774221
collaboration = "learning"
autonomyMedian = 3.5
sampleCount = 124

[[aiPlaybook.delegatedTasks]]
task = "Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods."
usagePercent = 0.011301412676584573
collaboration = "learning"
autonomyMedian = 4
sampleCount = 113

[[aiPlaybook.delegatedTasks]]
task = "Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues."
usagePercent = 0.0068008501062632835
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 68

[[aiPlaybook.delegatedTasks]]
task = "Collect information about clients, using techniques such as testing, interviewing, discussion, and observation."
usagePercent = 0.003600450056257032
collaboration = "directive"
autonomyMedian = 3
sampleCount = 36

[[aiPlaybook.boundaryTasks]]
task = "Provide instructions to clients on how to obtain help with legal, financial, and other personal issues."
humanNeededPercent = 99.19354838709677
sampleCount = 124

[[aiPlaybook.boundaryTasks]]
task = "Collect information about clients, using techniques such as testing, interviewing, discussion, and observation."
humanNeededPercent = 97.22222222222221
sampleCount = 36

[[aiPlaybook.boundaryTasks]]
task = "Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner."
humanNeededPercent = 95.9731543624161
sampleCount = 745

[[aiPlaybook.boundaryTasks]]
task = "Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods."
humanNeededPercent = 93.80530973451327
sampleCount = 113

[[aiPlaybook.boundaryTasks]]
task = "Ask questions that will help clients identify their feelings and behaviors."
humanNeededPercent = 80.09708737864078
sampleCount = 206

[[aiPlaybook.boundaryTasks]]
task = "Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues."
humanNeededPercent = 75
sampleCount = 68

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to ask questions that will help clients identify their feelings and behaviors, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide instructions to clients on how to obtain help with legal, financial, and other personal issues, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 15
skills = 42
capabilities = 120
tools = 32
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "32a9e7ff21bb8383"

[[tasks]]
text = "Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner."
type = "Core"
iwa = "4.A.4.b.3.a"

[[tasks]]
text = "Ask questions that will help clients identify their feelings and behaviors."
type = "Core"
iwa = "4.A.4.b.6.j"

[[tasks]]
text = "Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Maintain case files that include activities, progress notes, evaluations, and recommendations."
type = "Core"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, or financial difficulties."
type = "Core"
iwa = "4.A.4.b.6.j"

[[tasks]]
text = "Collect information about clients, using techniques such as testing, interviewing, discussion, or observation."
type = "Core"
iwa = "4.A.1.a.1.l"

[[tasks]]
text = "Confer with clients to develop plans for posttreatment activities."
type = "Core"
iwa = "4.A.4.a.1.e"

[[tasks]]
text = "Confer with other counselors, doctors, and professionals to analyze individual cases and to coordinate counseling services."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid."
type = "Core"
iwa = "4.A.2.a.1.a"

[[tasks]]
text = "Follow up on results of counseling programs and clients' adjustments to determine effectiveness of programs."
type = "Supplemental"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Supervise other counselors, social service staff, and assistants."
type = "Supplemental"
iwa = "4.A.4.b.4.a"

[[tasks]]
text = "Provide instructions to clients on how to obtain help with legal, financial, and other personal issues."
type = "Core"
iwa = "4.A.4.a.5.a"

[[emergingTasks]]
text = "Diagnose mental and emotional disorders in clients."

[[activities]]
name = "Develop treatment plans for patients or clients."
iwa = "4.A.2.b.2.a"

[[activities]]
name = "Collaborate with other professionals to assess client needs or plan treatments."
iwa = "4.A.4.a.2.d"

[[activities]]
name = "Counsel clients or patients regarding personal issues."
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Counsel clients regarding interpersonal issues."
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Teach life skills or strategies to clients or their families."
iwa = "4.A.4.b.3.a"

[[activities]]
name = "Maintain client records."
iwa = "4.A.3.b.6.k"

[[activities]]
name = "Collect information about clients."
iwa = "4.A.1.a.1.l"

[[activities]]
name = "Interview clients to gather information about their backgrounds, needs, or progress."
iwa = "4.A.1.a.1.w"

[[activities]]
name = "Evaluate characteristics of individuals to determine needs or eligibility."
iwa = "4.A.2.a.1.a"

[[activities]]
name = "Refer clients to community or social service programs."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Confer with clients to discuss treatment plans or progress."
iwa = "4.A.4.a.1.e"

[[activities]]
name = "Monitor clients to evaluate treatment progress."
iwa = "4.A.1.a.2.e"

[[activities]]
name = "Evaluate the effectiveness of counseling or educational programs."
iwa = "4.A.2.a.1.b"

[[activities]]
name = "Help clients get needed services or resources."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Present social services program information to the public."
iwa = "4.A.4.a.3.b"

[[activities]]
name = "Lead classes or community events."
iwa = "4.A.4.b.3.b"

[[activities]]
name = "Advise others on social or educational issues."
iwa = "4.A.4.b.6.g"

[[activities]]
name = "Supervise workers providing client or patient services."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Write reports or evaluations."
iwa = "4.A.3.b.6.c"

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 5

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 4.93

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4.88

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4.38

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4.25

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

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

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

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

[[capabilities]]
name = "Service Orientation"
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 = "Customer and Personal Service"
family = "knowledge"
value = 4

[[capabilities]]
name = "Written Comprehension"
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 Recognition"
family = "ability"
value = 4

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.88

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.75

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.64

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.62

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.4

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.28

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.25

[[capabilities]]
name = "Philosophy and Theology"
family = "knowledge"
value = 3.16

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.12

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

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

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

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

[[skills]]
name = "Speech Recognition"
type = "Specialized 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 = "Critical Thinking"
type = "Common Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

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

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

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

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

[[skills]]
name = "Project Management Software"
type = "Specialized Skill"

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

[[skills]]
name = "Medical Software"
type = "Specialized Skill"

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

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[tools]]
example = "Zoom"
category = "Video conferencing software"
hot = true
inDemand = true

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

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

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

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

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

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

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

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

[[tools]]
example = "Google Meet"
category = "Video conferencing software"
hot = false
inDemand = true

[[tools]]
example = "Advantage Software Psych Advantage"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "American Medical Billing Software PMA"
category = "Billing and invoicing software"
hot = false
inDemand = false

[[tools]]
example = "Anasazi Software Client Data System"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Beaver Creek Software The THERAPIST"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Blueberry Harbor Software Clinical Record Keeper"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Care Paths eRecord"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Casamba Smart"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Cornucopia Software Practice MAGIC"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "DocuTrac QuicDoc"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "eMDs Medisoft"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "EZ2Bill Confidant"
category = "Billing and invoicing software"
hot = false
inDemand = false

[[tools]]
example = "EZClaim medical billing software"
category = "Billing and invoicing software"
hot = false
inDemand = false

[[tools]]
example = "Hypertext preprocessor PHP"
category = "Web platform development software"
hot = false
inDemand = false

[[tools]]
example = "Mdansby The PsychReport"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Netsmart Technologies Helper"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "PM/2 Clinical Planner"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "PracticePRO Software Systems QuickPractice"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Saner Software ShrinkRapt"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "SumTime Software SumTime"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Synergistic Office Solutions SOS Case Manager"
category = "Medical software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.96

[[workContext]]
name = "E-Mail"
value = 4.85

[[workContext]]
name = "Contact With Others"
value = 4.66

[[workContext]]
name = "Frequency of Decision Making"
value = 4.6

[[workContext]]
name = "Time Pressure"
value = 4.58

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.57

[[workContext]]
name = "Telephone Conversations"
value = 4.46

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.4

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.34

[[workContext]]
name = "Spend Time Sitting"
value = 4.31

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.98

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.75

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.68

[[workContext]]
name = "Conflict Situations"
value = 3.65

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.59

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.55

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.22

[[workContext]]
name = "Written Letters and Memos"
value = 3.11

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.04

[[workContext]]
name = "Physical Proximity"
value = 2.88

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.73

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.72

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.72

[[workContext]]
name = "Spend Time Standing"
value = 2.66

[[workContext]]
name = "Level of Competition"
value = 2.45

[[workContext]]
name = "Consequence of Error"
value = 2.43

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.38

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.02

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 1.97

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 1.89

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.78

[[workContext]]
name = "Public Speaking"
value = 1.71

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.45

[[workContext]]
name = "Exposed to Contaminants"
value = 1.43

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 1.39

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.38

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.38

[[workContext]]
name = "Degree of Automation"
value = 1.38

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.36

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.35

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

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

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.83

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.22

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 6.06

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 6

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 5.72

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.32

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 5

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 4.67

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 4

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.58

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.14

[[personFit]]
name = "Empathy"
family = "work_style"
value = 3

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.95

[[relatedRoles]]
socCode = "21-1023.00"
slug = "role-21-1023-00"
title = "Mental Health and Substance Abuse Social Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "21-1014.00"
slug = "role-21-1014-00"
title = "Mental Health Counselors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "21-1021.00"
slug = "role-21-1021-00"
title = "Child, Family, and School Social Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-3033.00"
slug = "role-19-3033-00"
title = "Clinical and Counseling Psychologists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "21-1022.00"
slug = "role-21-1022-00"
title = "Healthcare Social Workers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "21-1093.00"
slug = "role-21-1093-00"
title = "Social and Human Service Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "21-1011.00"
slug = "role-21-1011-00"
title = "Substance Abuse and Behavioral Disorder Counselors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1125.00"
slug = "role-29-1125-00"
title = "Recreational Therapists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-2053.00"
slug = "role-29-2053-00"
title = "Psychiatric Technicians"
tier = "Supplemental"

[[relatedRoles]]
socCode = "29-1223.00"
slug = "role-29-1223-00"
title = "Psychiatrists"
tier = "Supplemental"

[[careerClusters]]
cluster = "Healthcare & Human Services"
slug = "healthcare-human-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 = 0.014
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.367434
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.8573037
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.47313
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
