entityType = "role"
schemaVersion = "role.v1"
slug = "role-21-1093-00"
socCode = "21-1093.00"
title = "Social and Human Service Assistants"
summary = "Assist other social and human service providers in providing client services in a wide variety of fields, such as psychology, rehabilitation, or social work, including support for families. May assist clients in identifying and obtaining available benefits and social and community services. May assist social workers with developing, organizing, and conducting programs to prevent and resolve problems relevant to substance abuse, human relationships, rehabilitation, or dependent care."
aliases = ["Advocate", "Clinical Assistant", "Social Work Associate", "Social Worker Assistant", "Addictions Counselor Assistant", "Residential Care Assistant", "Social Services Aide", "Social Services Assistant", "Social Work Assistant", "Case Aide", "Case Management Assistant", "Case Management Coordinator"]

[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 = 39.39

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 17.99

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 16.21

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 10.41

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 7.39

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 3.77

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 3.77

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

[market]
medianWage = 45120
meanWage = 47090
pct10Wage = 33280
pct25Wage = 37770
pct75Wage = 53040
pct90Wage = 63850
employment = 424220
areaTitle = "U.S."

[industries]
count = 25

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 277510
medianWage = 43830
lq = 4.37

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 33640
medianWage = 43740
lq = 5.07

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 29220
medianWage = 46260
lq = 2.4

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 20770
medianWage = 43070
lq = 24.38

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 20290
medianWage = 40150
lq = 28.51

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 16980
medianWage = 43440
lq = 0.45

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 8450
medianWage = 41710
lq = 7.89

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 6510
medianWage = 48290
lq = 0.84

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 5100
medianWage = 44210
lq = 7.67

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3560
medianWage = 45100
lq = 0.14

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1890
medianWage = 42470
lq = 1.44

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1810
medianWage = 45210
lq = 0.06

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 20290
lq = 28.51

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 20770
lq = 24.38

[[industries.concentrated]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 8450
lq = 7.89

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 5100
lq = 7.67

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 33640
lq = 5.07

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 277510
lq = 4.37

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 29220
lq = 2.4

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1890
lq = 1.44

[aiOutlook]
teleworkable = false
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 = 59
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 48
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 82
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.13
percentile = 30
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 = 0.21428571428571427
beta = 0.39285714285714285
gamma = 0.5714285714285714

[aiOutlook.bls]
growthPercent = 6.4
growthPercentile = 83
direction = "About average"
annualOpeningsThousands = 50.6
annualOpeningsPercentile = 90
employment2024Thousands = 449.6
employment2034Thousands = 478.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.4652255
percentile = 59
band = "Moderate"
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 = 0.5714285714285714
percentile = 48
band = "Moderate"
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 = 0.25544443362266633
percentile = 82
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 = "Assist in locating housing for displaced individuals."
usagePercent = 0.00523809719443406
importance = 3.78

[[aiOutlook.usageTasks]]
task = "Provide information or refer individuals to public or private agencies or community services for assistance."
usagePercent = 0.002464986915027793
importance = 3.64

[[aiOutlook.usageTasks]]
task = "Assist in planning food budgets, using charts or sample budgets."
usagePercent = 0.0019514479743970028
importance = 3.14

[[aiOutlook.usageTasks]]
task = "Observe clients' food selections and recommend alternate economical and nutritional food choices."
usagePercent = 0.0017460323981446867
importance = 2.9

[[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 = 4
taskCount = 4
totalSample = 165
autonomyMedian = 3
dominantCollaboration = "learning"
automationShare = 13.33
augmentationShare = 29.09
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 29.09

[[aiPlaybook.collaboration]]
label = "directive"
percent = 13.33

[[aiPlaybook.useCase]]
label = "personal"
percent = 90.91

[[aiPlaybook.delegatedTasks]]
task = "Observe clients' food selections and recommend alternate economical and nutritional food choices."
usagePercent = 0.00580072509063633
collaboration = "directive"
autonomyMedian = 3
sampleCount = 58

[[aiPlaybook.delegatedTasks]]
task = "Assist in locating housing for displaced individuals."
usagePercent = 0.003800475059382423
collaboration = "learning"
autonomyMedian = 3
sampleCount = 38

[[aiPlaybook.delegatedTasks]]
task = "Assist in planning food budgets, using charts or sample budgets."
usagePercent = 0.003500437554694337
autonomyMedian = 3
sampleCount = 35

[[aiPlaybook.delegatedTasks]]
task = "Provide information or refer individuals to public or private agencies or community services for assistance."
usagePercent = 0.0034004250531316418
collaboration = "learning"
autonomyMedian = 4
sampleCount = 34

[[aiPlaybook.boundaryTasks]]
task = "Observe clients' food selections and recommend alternate economical and nutritional food choices."
humanNeededPercent = 100
sampleCount = 58

[[aiPlaybook.boundaryTasks]]
task = "Assist in locating housing for displaced individuals."
humanNeededPercent = 97.36842105263158
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Assist in planning food budgets, using charts or sample budgets."
humanNeededPercent = 97.14285714285714
sampleCount = 35

[[aiPlaybook.boundaryTasks]]
task = "Provide information or refer individuals to public or private agencies or community services for assistance."
humanNeededPercent = 97.05882352941177
sampleCount = 34

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: observe clients' food selections and recommend alternate economical and nutritional food choices. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to assist in locating housing for displaced individuals, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: assist in planning food budgets, using charts or sample budgets"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide information or refer individuals to public or private agencies or community services for assistance, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 19
skills = 39
capabilities = 120
tools = 12
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "a2bcc0f62c5f5a23"

[[tasks]]
text = "Assess clients' cognitive abilities and physical and emotional needs to determine appropriate interventions."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Develop and implement behavioral management and care plans for clients."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Oversee day-to-day group activities of residents in institution."
type = "Supplemental"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Keep records or prepare reports for owner or management concerning visits with clients."
type = "Core"
iwa = "4.A.3.b.6.c"

[[tasks]]
text = "Visit individuals in homes or attend group meetings to provide information on agency services, requirements, or procedures."
type = "Core"
iwa = "4.A.4.b.2.a"

[[tasks]]
text = "Submit reports and review reports or problems with superior."
type = "Core"
iwa = "4.A.3.b.6.c"

[[tasks]]
text = "Assist in locating housing for displaced individuals."
type = "Supplemental"
iwa = "4.A.4.a.5.a"

[[tasks]]
text = "Interview individuals or family members to compile information on social, educational, criminal, institutional, or drug history."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Provide information or refer individuals to public or private agencies or community services for assistance."
type = "Core"
iwa = "4.A.4.a.3.b"

[[tasks]]
text = "Consult with supervisor concerning programs for individual families."
type = "Supplemental"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Advise clients regarding food stamps, child care, food, money management, sanitation, or housekeeping."
type = "Core"
iwa = "4.A.4.b.3.a"

[[tasks]]
text = "Demonstrate use and care of equipment for tenant use."
type = "Supplemental"
iwa = "4.A.4.b.3.e"

[[emergingTasks]]
text = "Teach parenting techniques to family members."

[[activities]]
name = "Conduct diagnostic tests to determine patient health."
iwa = "4.A.1.b.2.a"

[[activities]]
name = "Examine patients to assess general physical condition."
iwa = "4.A.1.b.2.i"

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

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

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

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

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

[[activities]]
name = "Visit individuals in their homes to provide support or information."
iwa = "4.A.4.b.2.a"

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

[[activities]]
name = "Monitor activities of individuals to ensure safety or compliance with rules."
iwa = "4.A.1.a.2.f"

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

[[activities]]
name = "Transport clients to appointments."
iwa = "4.A.3.a.1.m"

[[activities]]
name = "Explain regulations, policies, or procedures."
iwa = "4.A.4.a.1.b"

[[activities]]
name = "Monitor nutrition related activities of individuals or groups."
iwa = "4.A.1.a.2.e"

[[activities]]
name = "Advise clients or community groups on health issues."
iwa = "4.A.4.b.6.f"

[[activities]]
name = "Demonstrate activity techniques or equipment use."
iwa = "4.A.4.b.3.e"

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

[[activities]]
name = "Provide basic information to guests, visitors, or clients."
iwa = "4.A.4.a.3.c"

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

[[activities]]
name = "Assist clients in handling details of daily life."
iwa = "4.A.4.a.5.i"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.48

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 4.28

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

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

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

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

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.94

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.74

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.62

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.62

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.34

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.27

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.25

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.21

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.14

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Originality"
family = "ability"
value = 3

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft Word"
type = "Common 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 = "Information Ordering"
type = "Specialized Skill"

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

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

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

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

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

[[skills]]
name = "Depth Perception"
type = "Common Skill"

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

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

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

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

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

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

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

[[skills]]
name = "Physics"
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 = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[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 Excel"
category = "Spreadsheet 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 Word"
category = "Word processing software"
hot = true
inDemand = false

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

[[tools]]
example = "Electronic medical record EMR software"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Nuance Dragon NaturallySpeaking"
category = "Voice recognition software"
hot = false
inDemand = false

[[tools]]
example = "PointClickCare healthcare software"
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 = 4.97

[[workContext]]
name = "Contact With Others"
value = 4.88

[[workContext]]
name = "E-Mail"
value = 4.79

[[workContext]]
name = "Telephone Conversations"
value = 4.76

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.61

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.5

[[workContext]]
name = "Written Letters and Memos"
value = 4.38

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.31

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.22

[[workContext]]
name = "Time Pressure"
value = 4.12

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.08

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.07

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.94

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.84

[[workContext]]
name = "Conflict Situations"
value = 3.79

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

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.72

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.57

[[workContext]]
name = "Physical Proximity"
value = 3.44

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.42

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.41

[[workContext]]
name = "Spend Time Sitting"
value = 3.4

[[workContext]]
name = "Public Speaking"
value = 3.24

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.14

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.13

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.94

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.93

[[workContext]]
name = "Consequence of Error"
value = 2.71

[[workContext]]
name = "Exposed to Contaminants"
value = 2.66

[[workContext]]
name = "Level of Competition"
value = 2.54

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.41

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.38

[[workContext]]
name = "Spend Time Standing"
value = 2.33

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.29

[[workContext]]
name = "Degree of Automation"
value = 2.23

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.21

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.09

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.93

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.88

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.86

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 6.49

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.09

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

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 5

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.57

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 4.38

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 4

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 3.97

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.69

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 3.62

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.61

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

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 2.99

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.8

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.68

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

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

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

[[relatedRoles]]
socCode = "21-1013.00"
slug = "role-21-1013-00"
title = "Marriage and Family Therapists"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "21-1094.00"
slug = "role-21-1094-00"
title = "Community Health Workers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "21-1012.00"
slug = "role-21-1012-00"
title = "Educational, Guidance, and Career Counselors and Advisors"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "31-1133.00"
slug = "role-31-1133-00"
title = "Psychiatric Aides"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Family and Consumer Sciences/Human Sciences"
slug = "family-and-consumer-sciences-human-sciences"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.13
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.4652255
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.0715957
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.5573961
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
