entityType = "role"
schemaVersion = "role.v1"
slug = "role-21-1011-00"
socCode = "21-1011.00"
title = "Substance Abuse and Behavioral Disorder Counselors"
summary = "Counsel and advise individuals with alcohol, tobacco, drug, or other problems, such as gambling and eating disorders. May counsel individuals, families, or groups or engage in prevention programs."
aliases = ["Addictions Counselor", "Chemical Dependency Counselor (CD Counselor)", "Counselor", "Substance Abuse Counselor (SA Counselor)", "Case Manager", "Certified Alcohol and Drug Counselor (ADAC)", "Chemical Dependency Professional", "Clinical Counselor", "Drug and Alcohol Treatment Specialist (DATS)", "Prevention Specialist", "Addiction Counselor", "Addiction Recovery Specialist"]
emergingTasks = []
careerClusters = []

[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 = 41.41

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 23.66

[[preparation.educationDistribution]]
label = "Post-Master's Certificate"
percentage = 8.2

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 3.07

[market]

[industries]
top = []
concentrated = []

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

[aiOutlook.index]
value = 54
percentile = 53
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 2

[[aiOutlook.index.components]]
percentile = 76
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 33
source = "openai_gpts_are_gpts"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.033
percentile = 20
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 = 0.08888888888888889
beta = 0.2
gamma = 0.3111111111111111

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.030841
percentile = 76
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 = 0.3111111111111111
percentile = 33
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.usageTasks]]
task = "Provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary."
usagePercent = 0.022287590023376293
importance = 4.19

[[aiOutlook.usageTasks]]
task = "Instruct others in program methods, procedures, or functions."
usagePercent = 0.017460323981446865
importance = 4.28

[[aiOutlook.usageTasks]]
task = "Counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes."
usagePercent = 0.01304388909202207
importance = 4.7

[[aiOutlook.usageTasks]]
task = "Modify treatment plans to comply with changes in client status."
usagePercent = 0.004416434889424795
importance = 4.46

[[aiOutlook.usageTasks]]
task = "Complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information."
usagePercent = 0.0026704024912801087
importance = 4.82

[[aiOutlook.usageTasks]]
task = "Develop client treatment plans based on research, clinical experience, and client histories."
usagePercent = 0.002156863550649319
importance = 4.46

[[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 = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[aiPlaybook]
trustedTaskCount = 4
taskCount = 6
totalSample = 1119
autonomyMedian = 4
dominantCollaboration = "learning"
automationShare = 19.78
augmentationShare = 73.32
workUsePercent = 14.35
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 55.38

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 15.18

[[aiPlaybook.collaboration]]
label = "directive"
percent = 14.81

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 4.97

[[aiPlaybook.collaboration]]
label = "none"
percent = 3.86

[[aiPlaybook.collaboration]]
label = "validation"
percent = 2.76

[[aiPlaybook.useCase]]
label = "personal"
percent = 73.41

[[aiPlaybook.useCase]]
label = "work"
percent = 14.35

[[aiPlaybook.useCase]]
label = "coursework"
percent = 10.3

[[aiPlaybook.delegatedTasks]]
task = "Provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary."
usagePercent = 0.039104888111013876
collaboration = "learning"
autonomyMedian = 4
sampleCount = 391

[[aiPlaybook.delegatedTasks]]
task = "Counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes."
usagePercent = 0.0365045630703838
collaboration = "learning"
autonomyMedian = 4
sampleCount = 365

[[aiPlaybook.delegatedTasks]]
task = "Instruct others in program methods, procedures, or functions."
usagePercent = 0.025003125390673835
collaboration = "learning"
autonomyMedian = 4
sampleCount = 250

[[aiPlaybook.delegatedTasks]]
task = "Modify treatment plans to comply with changes in client status."
usagePercent = 0.008101012626578323
collaboration = "learning"
autonomyMedian = 4
sampleCount = 81

[[aiPlaybook.boundaryTasks]]
task = "Provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary."
humanNeededPercent = 96.41943734015345
sampleCount = 391

[[aiPlaybook.boundaryTasks]]
task = "Instruct others in program methods, procedures, or functions."
humanNeededPercent = 95.19999999999999
sampleCount = 250

[[aiPlaybook.boundaryTasks]]
task = "Counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes."
humanNeededPercent = 80.54794520547945
sampleCount = 365

[[aiPlaybook.boundaryTasks]]
task = "Modify treatment plans to comply with changes in client status."
humanNeededPercent = 76.5432098765432
sampleCount = 81

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide clients or family members with information about addiction issues and about available services or programs, making appropriate referrals when necessary, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to instruct others in program methods, procedures, or functions, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to modify treatment plans to comply with changes in client status, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 23
skills = 41
capabilities = 120
tools = 28
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "e33ec14af0749353"

[[tasks]]
text = "Complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information."
type = "Core"
iwa = "4.A.3.b.6.c"

[[tasks]]
text = "Counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes."
type = "Core"
iwa = "4.A.4.b.6.j"

[[tasks]]
text = "Assess individuals' degree of drug dependency by collecting and analyzing urine samples."
type = "Core"
iwa = "4.A.1.b.2.a"

[[tasks]]
text = "Conduct chemical dependency program orientation sessions."
type = "Core"
iwa = "4.A.4.b.3.b"

[[tasks]]
text = "Follow progress of discharged patients to determine effectiveness of treatments."
type = "Core"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Review and evaluate clients' progress in relation to measurable goals described in treatment and care plans."
type = "Core"
iwa = "4.A.1.a.2.e"

[[tasks]]
text = "Coordinate activities with courts, probation officers, community services, or other post-treatment agencies."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Develop client treatment plans based on research, clinical experience, and client histories."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Modify treatment plans to comply with changes in client status."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Coordinate counseling efforts with mental health professionals or other health professionals, such as doctors, nurses, or social workers."
type = "Core"
iwa = "4.A.4.a.2.d"

[[tasks]]
text = "Plan or implement follow-up or aftercare programs for clients to be discharged from treatment programs."
type = "Core"
iwa = "4.A.2.b.2.a"

[[tasks]]
text = "Intervene as an advocate for clients or patients to resolve emergency problems in crisis situations."
type = "Core"
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Administer drug screening tests."
iwa = "4.A.1.b.2.a"

[[activities]]
name = "Train staff members in social services skills."
iwa = "4.A.4.b.3.d"

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

[[activities]]
name = "Counsel clients or patients with substance abuse issues."
iwa = "4.A.4.b.6.j"

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

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

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

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

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

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

[[activities]]
name = "Intervene in crisis situations to assist clients."
iwa = "4.A.4.b.6.j"

[[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 = "Modify treatment plans to accommodate client needs."
iwa = "4.A.2.b.2.a"

[[activities]]
name = "Maintain professional social services knowledge."
iwa = "4.A.2.b.3.a"

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

[[activities]]
name = "Counsel family members of clients or patients."
iwa = "4.A.4.b.6.j"

[[activities]]
name = "Advocate for individual or community needs."
iwa = "4.A.4.a.6.a"

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

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

[[activities]]
name = "Plan programs to address community health issues."
iwa = "4.A.2.b.2.n"

[[activities]]
name = "Collaborate with other professionals to develop education or assistance programs."
iwa = "4.A.4.a.2.f"

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 4.99

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 4.95

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.49

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4.25

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.17

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.17

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

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.12

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4.12

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 4.12

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

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

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.88

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

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

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.57

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.42

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.38

[[capabilities]]
name = "Philosophy and Theology"
family = "knowledge"
value = 3.3

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

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

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.25

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Finger Dexterity"
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"

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

[[tools]]
example = "ACMS Casewatch Millenium"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Addison Health Systems WritePad EHR"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Anasazi Software Assessment and Treatment Plan Systems"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Athena Software Penelope Case Management"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Cadence Solutions extendedReach"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "CaseManagement.com E-Reports"
category = "Medical software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Economic Analysis Group EAG CaseTrack"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "IBM Lotus Notes"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "IMA Technologies CaseTrakker"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Libera System7"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Practice Technology Prevail"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Scheduling software"
category = "Calendar and scheduling software"
hot = false
inDemand = false

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

[[tools]]
example = "STI Computer Services ChartMaker"
category = "Medical software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.99

[[workContext]]
name = "Contact With Others"
value = 4.93

[[workContext]]
name = "Telephone Conversations"
value = 4.92

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.81

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.68

[[workContext]]
name = "E-Mail"
value = 4.57

[[workContext]]
name = "Time Pressure"
value = 4.46

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.11

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.1

[[workContext]]
name = "Spend Time Sitting"
value = 4.1

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.05

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.94

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.93

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.92

[[workContext]]
name = "Written Letters and Memos"
value = 3.82

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.78

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.72

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.63

[[workContext]]
name = "Conflict Situations"
value = 3.6

[[workContext]]
name = "Public Speaking"
value = 3.47

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 3.4

[[workContext]]
name = "Physical Proximity"
value = 3.27

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.09

[[workContext]]
name = "Consequence of Error"
value = 3.03

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 2.83

[[workContext]]
name = "Frequency of Decision Making"
value = 2.54

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.47

[[workContext]]
name = "Level of Competition"
value = 2.16

[[workContext]]
name = "Spend Time Standing"
value = 1.91

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.81

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 1.81

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.78

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.77

[[workContext]]
name = "Exposed to Contaminants"
value = 1.75

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.74

[[workContext]]
name = "Degree of Automation"
value = 1.56

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.39

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.39

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 1.35

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.25

[[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 = 6.66

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

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

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 5.83

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 5.19

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 5.14

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 5

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

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.81

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.43

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.17

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

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

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

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

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

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

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.033
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.030841
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.4818292
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.203909
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
