entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-2053-00"
socCode = "29-2053.00"
title = "Psychiatric Technicians"
summary = "Care for individuals with mental or emotional conditions or disabilities, following the instructions of physicians or other health practitioners. Monitor patients' physical and emotional well-being and report to medical staff. May participate in rehabilitation and treatment programs, help with personal hygiene, and administer oral or injectable medications."
aliases = ["MHW (Mental Health Worker)", "Mental Health Associate", "Mental Health Technician (MHT)", "Psychiatric Technician (PT)", "BHT (Behavioral Health Technician)", "Health Care Technician (Health Care Tech)", "LPT (Licensed Psychiatric Technician)", "MHA (Mental Health Assistant)", "Mental Health Specialist", "Residential Aide (RA)", "Autism Behavior Technician (Autism Behavior Tech)", "Behavior Technician (Behavior Tech)"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 19.77

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 5.02

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 3.18

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 2.13

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 42590
meanWage = 45000
pct10Wage = 32980
pct25Wage = 37170
pct75Wage = 48910
pct90Wage = 60150
employment = 136300
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 122430
medianWage = 41870
lq = 5.99

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 21290
medianWage = 44720
lq = 99.6

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 12210
medianWage = 38120
lq = 53.4

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 10050
medianWage = 43360
lq = 36.72

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 7950
medianWage = 43490
lq = 18.87

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 5110
medianWage = 42530
lq = 2.4

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 4140
medianWage = 45180
lq = 0.34

[[industries.top]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 3160
medianWage = 44190
lq = 9.18

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2280
medianWage = 39520
lq = 0.29

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1210
medianWage = 51430
lq = 0.52

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 36690

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
medianWage = 55780

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 21290
lq = 99.6

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 12210
lq = 53.4

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 10050
lq = 36.72

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 7950
lq = 18.87

[[industries.concentrated]]
naics = "623210"
slug = "623210"
title = "Residential Intellectual and Developmental Disability Facilities"
level = "National industry"
employment = 3160
lq = 9.18

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 122430
lq = 5.99

[[industries.concentrated]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 5110
lq = 2.4

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1210
lq = 0.52

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 28
percentile = 26
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 42
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 28
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 15
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.043
percentile = 23
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 = 0.12
gamma = 0.24

[aiOutlook.bls]
growthPercent = 20
growthPercentile = 99
direction = "Growing fast"
annualOpeningsThousands = 15.9
annualOpeningsPercentile = 74
employment2024Thousands = 144.5
employment2034Thousands = 173.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.2203484
percentile = 42
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 = 0.24
percentile = 28
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 = 0.0623078443703132
percentile = 15
band = "Low"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

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

[[aiOutlook.sources]]
source = "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"

[counts]
tasks = 16
skills = 35
capabilities = 120
tools = 13
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "b1abd4386398b612"

[[tasks]]
text = "Provide nursing, psychiatric, or personal care to patients with cognitive, intellectual, or developmental disabilities."
type = "Core"
iwa = "4.A.4.a.5.b"

[[tasks]]
text = "Administer oral medications or hypodermic injections, following physician's prescriptions and hospital procedures."
type = "Supplemental"
iwa = "4.A.4.a.5.c"

[[tasks]]
text = "Encourage patients to develop work skills and to participate in social, recreational, or other therapeutic activities that enhance interpersonal skills or develop social relationships."
type = "Core"
iwa = "4.A.4.b.2.a"

[[tasks]]
text = "Restrain violent, potentially violent, or suicidal patients by verbal or physical means as required."
type = "Core"
iwa = "4.A.4.a.5.k"

[[tasks]]
text = "Lead prescribed individual or group therapy sessions as part of specific therapeutic procedures."
type = "Core"
iwa = "4.A.4.a.5.b"

[[tasks]]
text = "Issue medications from dispensary and maintain records in accordance with specified procedures."
type = "Supplemental"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Monitor patients' physical and emotional well-being and report unusual behavior or physical ailments to medical staff."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Observe and influence patients' behavior, communicating and interacting with them and teaching, counseling, or befriending them."
type = "Core"
iwa = "4.A.4.b.2.a"

[[tasks]]
text = "Take and record measures of patients' physical condition, using devices such as thermometers or blood pressure gauges."
type = "Core"
iwa = "4.A.1.b.2.i"

[[tasks]]
text = "Aid patients in performing tasks, such as bathing or keeping beds, clothing, or living areas clean."
type = "Core"
iwa = "4.A.4.a.5.i"

[[tasks]]
text = "Collaborate with or assist doctors, psychologists, or rehabilitation therapists in working with patients with cognitive, intellectual, or developmental disabilities to treat, rehabilitate, and return patients to the community."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Interview new patients to complete admission forms, to assess their mental health status, or to obtain their mental health and treatment history."
type = "Supplemental"
iwa = "4.A.1.a.1.l"

[[activities]]
name = "Train medical providers."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Move patients to or from treatment areas."
iwa = "4.A.3.a.1.m"

[[activities]]
name = "Inform medical professionals regarding patient conditions and care."
iwa = "4.A.4.a.2.d"

[[activities]]
name = "Treat patients using psychological therapies."
iwa = "4.A.4.a.5.b"

[[activities]]
name = "Care for patients with mental illnesses."
iwa = "4.A.4.a.5.l"

[[activities]]
name = "Interact with patients to build rapport or provide emotional support."
iwa = "4.A.4.b.2.a"

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

[[activities]]
name = "Operate diagnostic or therapeutic medical instruments or equipment."
iwa = "4.A.3.a.3.d"

[[activities]]
name = "Record patient medical histories."
iwa = "4.A.3.b.6.k"

[[activities]]
name = "Encourage patients or clients to develop life skills."
iwa = "4.A.4.b.2.a"

[[activities]]
name = "Collaborate with healthcare professionals to plan or provide treatment."
iwa = "4.A.4.a.2.d"

[[activities]]
name = "Assist healthcare practitioners during examinations or treatments."
iwa = "4.A.4.a.5.k"

[[activities]]
name = "Teach health management classes."
iwa = "4.A.4.b.3.f"

[[activities]]
name = "Position patients for treatment or examination."
iwa = "4.A.4.a.5.k"

[[activities]]
name = "Assist patients with hygiene or daily living activities."
iwa = "4.A.4.a.5.i"

[[activities]]
name = "Administer non-intravenous medications."
iwa = "4.A.4.a.5.c"

[[activities]]
name = "Administer intravenous medications."
iwa = "4.A.4.a.5.c"

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

[[activities]]
name = "Maintain inventory of medical supplies or equipment."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Collect medical information from patients, family members, or other medical professionals."
iwa = "4.A.1.a.1.l"

[[activities]]
name = "Perform clerical work in medical settings."
iwa = "4.A.4.c.1.a"

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 4.2

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4.12

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 4.08

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.07

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

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

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

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.96

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.88

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

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.75

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.7

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.62

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.62

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.55

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.53

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.23

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.17

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

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.12

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.09

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "ADL Data Systems OptimumClinicals Electronic Health Record"
category = "Medical software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Epic EpicCare Inpatient Clinical System"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "GE Healthcare Centricity EMR"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "InfoLogix HealthTrax Engine"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "MEDITECH Behavioral Health Clinicals"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Netsmart Technologies Avatar Clinical Workstation CWS"
category = "Medical software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.88

[[workContext]]
name = "Contact With Others"
value = 4.68

[[workContext]]
name = "Telephone Conversations"
value = 4.67

[[workContext]]
name = "Physical Proximity"
value = 4.62

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.47

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.42

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.25

[[workContext]]
name = "Conflict Situations"
value = 4.17

[[workContext]]
name = "E-Mail"
value = 4.12

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.96

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.83

[[workContext]]
name = "Written Letters and Memos"
value = 3.78

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.76

[[workContext]]
name = "Spend Time Standing"
value = 3.62

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

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

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.54

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 3.51

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.5

[[workContext]]
name = "Frequency of Decision Making"
value = 3.48

[[workContext]]
name = "Time Pressure"
value = 3.46

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.06

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.01

[[workContext]]
name = "Spend Time Sitting"
value = 2.98

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.95

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.89

[[workContext]]
name = "Consequence of Error"
value = 2.77

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.56

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.52

[[workContext]]
name = "Exposed to Contaminants"
value = 2.48

[[workContext]]
name = "Level of Competition"
value = 2.48

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 2.38

[[workContext]]
name = "Public Speaking"
value = 2.35

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.32

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.27

[[workContext]]
name = "Degree of Automation"
value = 2.16

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.98

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 1.96

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.95

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.91

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 10

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

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

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.93

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

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 6.18

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

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

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

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 4.4

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

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 3.71

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.46

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.29

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

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

[[relatedRoles]]
socCode = "31-2021.00"
slug = "role-31-2021-00"
title = "Physical Therapist Assistants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-2012.00"
slug = "role-31-2012-00"
title = "Occupational Therapy Aides"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-2022.00"
slug = "role-31-2022-00"
title = "Physical Therapist Aides"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-2011.00"
slug = "role-31-2011-00"
title = "Occupational Therapy Assistants"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-2043.00"
slug = "role-29-2043-00"
title = "Paramedics"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-1121.00"
slug = "role-31-1121-00"
title = "Home Health Aides"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1141.01"
slug = "role-29-1141-01"
title = "Acute Care Nurses"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1141.00"
slug = "role-29-1141-00"
title = "Registered Nurses"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1141.02"
slug = "role-29-1141-02"
title = "Advanced Practice Psychiatric Nurses"
tier = "Supplemental"

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.043
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.2203484
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.6648577
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.0011
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
