entityType = "role"
schemaVersion = "role.v1"
slug = "role-29-2099-08"
socCode = "29-2099.08"
title = "Patient Representatives"
summary = "Assist patients in obtaining services, understanding policies and making health care decisions."
aliases = ["Case Manager", "Medicaid Service Coordinator (MSC)", "Patient Advocate", "Patient Service Representative", "Access Representative", "Admissions Coordinator", "Patient Access Coordinator", "Patient Access Specialist", "Patient Navigator", "Patient Resource Worker", "Admitting Clerk", "Admitting Representative"]
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 = 26.65

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 23.2

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 15.27

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 12.18

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 11.77

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10.92

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

[market]
medianWage = 48790
meanWage = 56370
pct10Wage = 37290
pct25Wage = 40740
pct75Wage = 62280
pct90Wage = 81290
employment = 174060
areaTitle = "U.S."

[industries]
count = 23

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 155430
medianWage = 48230
lq = 5.96

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3190
medianWage = 61290
lq = 0.21

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3170
medianWage = 51750
lq = 0.31

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1770
medianWage = 40030
lq = 3.29

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1670
medianWage = 49320
lq = 0.53

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 1340
medianWage = 53250
lq = 0.19

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1310
medianWage = 62190
lq = 0.11

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1060
medianWage = 55830
lq = 0.35

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 900
medianWage = 47610
lq = 0.05

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 880
medianWage = 58760
lq = 0.13

[[industries.top]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 860
medianWage = 37990
lq = 4.99

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 740
medianWage = 48630
lq = 2.12

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 155430
lq = 5.96

[[industries.concentrated]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 860
lq = 4.99

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 1770
lq = 3.29

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 740
lq = 2.12

[[industries.concentrated]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 340
lq = 2.06

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 420
lq = 1.54

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 320
lq = 0.63

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 1670
lq = 0.53

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

[aiOutlook.index]
value = 52
percentile = 51
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 40
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 86
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 29
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.09523809523809523
beta = 0.5238095238095237
gamma = 0.9523809523809523

[aiOutlook.bls]
growthPercent = 5.2
growthPercentile = 76
direction = "About average"
annualOpeningsThousands = 13.6
annualOpeningsPercentile = 70
employment2024Thousands = 178.8
employment2034Thousands = 188.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.283854
percentile = 40
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 = 0.9523809523809523
percentile = 86
band = "High"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.09654788603170662
percentile = 29
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.usageTasks]]
task = "Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff."
usagePercent = 0.03902895948794005
importance = 3.21

[[aiOutlook.usageTasks]]
task = "Explain policies, procedures, or services to patients using medical or administrative knowledge."
usagePercent = 0.014173674761409807
importance = 4.06

[[aiOutlook.usageTasks]]
task = "Coordinate communication between patients, family members, medical staff, administrative staff, or regulatory agencies."
usagePercent = 0.006470590651947956
importance = 4.67

[[aiOutlook.usageTasks]]
task = "Identify and share research, recommendations, or other information regarding legal liabilities, risk management, or quality of care."
usagePercent = 0.006265175075695639
importance = 3.48

[[aiOutlook.usageTasks]]
task = "Refer patients to appropriate health care services or resources."
usagePercent = 0.00523809719443406
importance = 4.37

[[aiOutlook.usageTasks]]
task = "Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field."
usagePercent = 0.0018487401862708444
importance = 3.72

[[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 = "microsoft_working_with_ai"
version = "working-with-ai"

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

[counts]
tasks = 13
skills = 44
capabilities = 120
tools = 38
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "352d9838c491143d"

[[tasks]]
text = "Coordinate communication between patients, family members, medical staff, administrative staff, or regulatory agencies."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Interview patients or their representatives to identify problems relating to care."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Refer patients to appropriate health care services or resources."
type = "Core"
iwa = "4.A.4.a.5.a"

[[tasks]]
text = "Maintain knowledge of community services and resources available to patients."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Explain policies, procedures, or services to patients using medical or administrative knowledge."
type = "Core"
iwa = "4.A.4.a.1.b"

[[tasks]]
text = "Investigate and direct patient inquiries or complaints to appropriate medical staff members and follow up to ensure satisfactory resolution."
type = "Core"
iwa = "4.A.4.a.5.a"

[[tasks]]
text = "Provide consultation or training to volunteers or staff on topics, such as guest relations, patients' rights, or medical issues."
type = "Supplemental"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Analyze patients' abilities to pay to determine charges on a sliding scale."
type = "Supplemental"
iwa = "4.A.2.a.4.k"

[[tasks]]
text = "Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Identify and share research, recommendations, or other information regarding legal liabilities, risk management, or quality of care."
type = "Supplemental"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Collect and report data on topics, such as patient encounters or inter-institutional problems, making recommendations for change when appropriate."
type = "Supplemental"
iwa = "4.A.3.b.6.c"

[[tasks]]
text = "Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff."
type = "Core"
iwa = "4.A.3.b.6.l"

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

[[activities]]
name = "Coordinate operational activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Refer customers to appropriate personnel."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Interview employees, customers, or others to collect information."
iwa = "4.A.1.a.1.w"

[[activities]]
name = "Analyze financial information."
iwa = "4.A.2.a.4.k"

[[activities]]
name = "Prepare research or technical reports."
iwa = "4.A.3.b.6.c"

[[activities]]
name = "Prepare informational or reference materials."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Distribute materials to employees or customers."
iwa = "4.A.4.c.3.c"

[[activities]]
name = "Teach basic living or other adaptive skills to patients or caregivers."
iwa = "4.A.4.b.3.a"

[[activities]]
name = "Instruct patients in the use of assistive equipment."
iwa = "4.A.4.b.3.e"

[[activities]]
name = "Provide information to coworkers."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Maintain current knowledge related to work activities."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Train personnel."
iwa = "4.A.4.b.3.d"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.43

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4.12

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

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

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

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

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.85

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.79

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.75

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.75

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

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.75

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.66

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.6

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.5

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.39

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.3

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

[[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 = "Education and Training"
family = "knowledge"
value = 3.2

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.02

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "IBM Notes"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Admissions, discharge, and transfer ADT software"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "CareOne CareEnsure"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

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

[[tools]]
example = "Corel WordPerfect Office Suite"
category = "Office suite software"
hot = false
inDemand = false

[[tools]]
example = "Customer Expressions i-Sight"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

[[tools]]
example = "Data entry software"
category = "Data base user interface and query software"
hot = false
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 = "Epic EpicCare Inpatient Clinical System"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "FaceTime"
category = "Video conferencing software"
hot = false
inDemand = false

[[tools]]
example = "Healthcare common procedure coding system HCPCS"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Manhattan Cross Cultural Group Quality Interactions"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Microsoft Dynamics"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

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

[[tools]]
example = "Patient satisfaction assessment software"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Pemimic Patient Relations Suite"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

[[tools]]
example = "Peminic Patient Safety & Quality Suite"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "PracticeWorks Systems Kodak WINOMS CS"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Prognosis Solutions ResolvPRM"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

[[tools]]
example = "rL Solutions Feedback MonitorPro"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Telephone Conversations"
value = 5

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

[[workContext]]
name = "Contact With Others"
value = 5

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.92

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.83

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.76

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.55

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.53

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.31

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.31

[[workContext]]
name = "Spend Time Sitting"
value = 4.22

[[workContext]]
name = "Physical Proximity"
value = 3.98

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.91

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.8

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.78

[[workContext]]
name = "Conflict Situations"
value = 3.7

[[workContext]]
name = "Written Letters and Memos"
value = 3.66

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.49

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.49

[[workContext]]
name = "Frequency of Decision Making"
value = 3.32

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.31

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.21

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.17

[[workContext]]
name = "Time Pressure"
value = 3.09

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.99

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.78

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.77

[[workContext]]
name = "Degree of Automation"
value = 2.72

[[workContext]]
name = "Level of Competition"
value = 2.32

[[workContext]]
name = "Spend Time Standing"
value = 2.22

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.21

[[workContext]]
name = "Consequence of Error"
value = 2.18

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.91

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.7

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.68

[[workContext]]
name = "Public Speaking"
value = 1.67

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.67

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.59

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.57

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

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 8

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 6.62

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

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 5.89

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 5.37

[[personFit]]
name = "Professional Advising"
family = "specific_interest_area"
value = 5.02

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 5

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 4.95

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.06

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 4

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.83

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 3.82

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 3.62

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 3.23

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

[[relatedRoles]]
socCode = "29-2072.00"
slug = "role-29-2072-00"
title = "Medical Records Specialists"
tier = "Primary-Short"

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

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

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

[[relatedRoles]]
socCode = "11-9111.00"
slug = "role-11-9111-00"
title = "Medical and Health Services Managers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "31-1131.00"
slug = "role-31-1131-00"
title = "Nursing Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-9092.00"
slug = "role-31-9092-00"
title = "Medical Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4061.00"
slug = "role-43-4061-00"
title = "Eligibility Interviewers, Government Programs"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "21-1022.00"
slug = "role-21-1022-00"
title = "Healthcare 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 = "felten_aioe"
label = "AI occupational exposure"
score = -0.283854
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.349878
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.2805267
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
