entityType = "role"
schemaVersion = "role.v1"
slug = "role-43-6013-00"
socCode = "43-6013.00"
title = "Medical Secretaries and Administrative Assistants"
summary = "Perform secretarial duties using specific knowledge of medical terminology and hospital, clinic, or laboratory procedures. Duties may include scheduling appointments, billing patients, and compiling and recording medical charts, reports, and correspondence."
aliases = ["Medical Receptionist", "Medical Secretary", "Unit Clerk", "Unit Support Representative", "Clinic Office Assistant", "Front Desk Receptionist", "Medical Office Specialist", "Physician Office Specialist", "Secretary", "Ward Clerk", "Administrative Support Specialist", "Appointment Scheduler"]
emergingTasks = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 47.63

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 25.97

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 19.88

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 5.33

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 1.18

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

[market]
medianWage = 44640
meanWage = 45580
pct10Wage = 35050
pct25Wage = 37880
pct75Wage = 49720
pct90Wage = 60050
employment = 830760
areaTitle = "U.S."

[industries]
count = 27

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 753180
medianWage = 44530
lq = 6.05

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 24000
medianWage = 38390
lq = 9.35

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 18760
medianWage = 45280
lq = 0.39

[[industries.top]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 16310
medianWage = 37830
lq = 20.75

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 14000
medianWage = 46620
lq = 0.92

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 12650
medianWage = 45110
lq = 0.22

[[industries.top]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 11540
medianWage = 37560
lq = 14.04

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 9480
medianWage = 49140
lq = 0.13

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 9330
medianWage = 39480
lq = 5.59

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 7110
medianWage = 46150
lq = 0.21

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 4950
medianWage = 42280
lq = 3.8

[[industries.top]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 4470
medianWage = 46880
lq = 1.85

[[industries.concentrated]]
naics = "621310"
slug = "621310"
title = "Offices of Chiropractors"
level = "National industry"
employment = 16310
lq = 20.75

[[industries.concentrated]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 11540
lq = 14.04

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 24000
lq = 9.35

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 753180
lq = 6.05

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 9330
lq = 5.59

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 4950
lq = 3.8

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 2810
lq = 2.02

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 4470
lq = 1.85

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

[aiOutlook.index]
value = 80
percentile = 83
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 83
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 95
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 63
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.81
percentile = 65
band = "Moderate"
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 = 0.3333333333333333
beta = 0.6666666666666666
gamma = 1

[aiOutlook.bls]
growthPercent = 4.2
growthPercentile = 66
direction = "About average"
annualOpeningsThousands = 85.9
annualOpeningsPercentile = 94
employment2024Thousands = 850
employment2034Thousands = 885.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.217982
percentile = 83
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 = 1
percentile = 95
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 = 0.18189024455873737
percentile = 63
band = "Moderate"
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 = "Compile and record medical charts, reports, or correspondence, using typewriter or personal computer."
usagePercent = 0.01407096697328365
importance = 4.55

[[aiOutlook.usageTasks]]
task = "Prepare correspondence or assist physicians or medical scientists with preparation of reports, speeches, articles, or conference proceedings."
usagePercent = 0.012735765727643594
importance = 3.74

[[aiOutlook.usageTasks]]
task = "Answer telephones and direct calls to appropriate staff."
usagePercent = 0.009551824295732696
importance = 4.64

[[aiOutlook.usageTasks]]
task = "Complete insurance or other claim forms."
usagePercent = 0.005443512770686376
importance = 4.5

[[aiOutlook.usageTasks]]
task = "Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records."
usagePercent = 0.004211019313172479
importance = 4.6

[[aiOutlook.usageTasks]]
task = "Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records."
usagePercent = 0.0019514479743970028
importance = 4.41

[[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 = 2
taskCount = 4
totalSample = 272
autonomyMedian = 3
dominantCollaboration = "task iteration"
automationShare = 37.07
augmentationShare = 43.53
workUsePercent = 56.47
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 43.53

[[aiPlaybook.collaboration]]
label = "directive"
percent = 37.07

[[aiPlaybook.useCase]]
label = "work"
percent = 56.47

[[aiPlaybook.useCase]]
label = "coursework"
percent = 33.19

[[aiPlaybook.delegatedTasks]]
task = "Prepare correspondence or assist physicians or medical scientists with preparation of reports, speeches, articles, or conference proceedings."
usagePercent = 0.016402050256282035
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 164

[[aiPlaybook.delegatedTasks]]
task = "Compile and record medical charts, reports, or correspondence, using typewriter or personal computer."
usagePercent = 0.0068008501062632835
collaboration = "directive"
autonomyMedian = 3
sampleCount = 68

[[aiPlaybook.boundaryTasks]]
task = "Compile and record medical charts, reports, or correspondence, using typewriter or personal computer."
humanNeededPercent = 91.17647058823529
sampleCount = 68

[[aiPlaybook.boundaryTasks]]
task = "Prepare correspondence or assist physicians or medical scientists with preparation of reports, speeches, articles, or conference proceedings."
humanNeededPercent = 90.85365853658537
sampleCount = 164

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: prepare correspondence or assist physicians or medical scientists with preparation of reports, speeches, articles, or conference proceedings. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: compile and record medical charts, reports, or correspondence, using typewriter or personal computer. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 15
skills = 47
capabilities = 120
tools = 49
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "e346ffa82c7f4612"

[[tasks]]
text = "Answer telephones and direct calls to appropriate staff."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records."
type = "Supplemental"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Compile and record medical charts, reports, or correspondence, using typewriter or personal computer."
type = "Supplemental"
iwa = "4.A.2.a.2.c"

[[tasks]]
text = "Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations."
type = "Core"
iwa = "4.A.2.b.5.c"

[[tasks]]
text = "Complete insurance or other claim forms."
type = "Core"
iwa = "4.A.3.b.6.m"

[[tasks]]
text = "Greet visitors, ascertain purpose of visit, and direct them to appropriate staff."
type = "Core"
iwa = "4.A.4.a.5.a"

[[tasks]]
text = "Transmit correspondence or medical records by mail, e-mail, or fax."
type = "Core"
iwa = "4.A.4.c.1.e"

[[tasks]]
text = "Receive and route messages or documents, such as laboratory results, to appropriate staff."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Maintain medical records, technical library, or correspondence files."
type = "Core"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Interview patients to complete documents, case histories, or forms, such as intake or insurance forms."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records."
type = "Core"
iwa = "4.A.3.a.3.a"

[[tasks]]
text = "Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders."
type = "Supplemental"
iwa = "4.A.2.b.5.c"

[[activities]]
name = "Schedule appointments."
iwa = "4.A.2.b.5.c"

[[activities]]
name = "Compile data or documentation."
iwa = "4.A.2.a.2.c"

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

[[activities]]
name = "Answer telephones to direct calls or provide information."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Relay information between personnel."
iwa = "4.A.4.a.2.c"

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

[[activities]]
name = "Greet customers, patrons, or visitors."
iwa = "4.A.4.a.5.j"

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

[[activities]]
name = "Operate office equipment."
iwa = "4.A.3.a.3.a"

[[activities]]
name = "Operate computers or computerized equipment."
iwa = "4.A.3.b.1.e"

[[activities]]
name = "Send information, materials or documentation."
iwa = "4.A.4.c.1.e"

[[activities]]
name = "Order materials, supplies, or equipment."
iwa = "4.A.4.c.3.e"

[[activities]]
name = "Transcribe spoken or written information."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Maintain financial or account records."
iwa = "4.A.3.b.6.j"

[[activities]]
name = "Collect deposits, payments or fees."
iwa = "4.A.4.c.3.d"

[[activities]]
name = "Prepare documentation for contracts, transactions, or regulatory compliance."
iwa = "4.A.3.b.6.m"

[[activities]]
name = "Prepare business correspondence."
iwa = "4.A.4.c.1.a"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.44

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.27

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

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

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

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.93

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.88

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

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

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

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.61

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.41

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.27

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.12

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.12

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.12

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.12

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 3.01

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.89

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.88

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 2.88

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 2.75

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 2.32

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 2.26

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 2.25

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft Internet Explorer"
type = "Common Skill"

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Intuit QuickBooks"
category = "Accounting 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 Outlook"
category = "Electronic mail 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 = "Accounts payable software"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Accounts receivable software"
category = "Accounting software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Allscripts Professional PM"
category = "Accounting software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "CPSI CPSI System"
category = "Medical 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 = "dBASE Plus"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Electronic health record EHR software"
category = "Medical software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Google Drive"
category = "Cloud-based data access and sharing software"
hot = false
inDemand = false

[[tools]]
example = "Graphics software"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Intuit QuickBooks Point of Sale"
category = "Point of sale POS software"
hot = false
inDemand = false

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

[[tools]]
example = "MEDENT"
category = "Medical 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 = "MEDITECH Medical and Practice Management MPM Suite"
category = "Medical software"
hot = false
inDemand = false

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

[[workContext]]
name = "Telephone Conversations"
value = 4.9

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.84

[[workContext]]
name = "E-Mail"
value = 4.83

[[workContext]]
name = "Contact With Others"
value = 4.73

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.6

[[workContext]]
name = "Spend Time Sitting"
value = 4.59

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.53

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.4

[[workContext]]
name = "Written Letters and Memos"
value = 4.15

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.04

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.04

[[workContext]]
name = "Time Pressure"
value = 3.95

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.93

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.89

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.81

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.6

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.52

[[workContext]]
name = "Frequency of Decision Making"
value = 3.51

[[workContext]]
name = "Conflict Situations"
value = 3.45

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.43

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.42

[[workContext]]
name = "Physical Proximity"
value = 3.34

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.04

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.76

[[workContext]]
name = "Level of Competition"
value = 2.35

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.25

[[workContext]]
name = "Public Speaking"
value = 2.21

[[workContext]]
name = "Degree of Automation"
value = 2.11

[[workContext]]
name = "Consequence of Error"
value = 2.09

[[workContext]]
name = "Exposed to Contaminants"
value = 1.87

[[workContext]]
name = "Spend Time Standing"
value = 1.81

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.81

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.69

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.68

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.58

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.53

[[workContext]]
name = "Exposed to Radiation"
value = 1.45

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.39

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 1.37

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.67

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 6.44

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 4.41

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.13

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 3.95

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 3.79

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.17

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.02

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

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.77

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.59

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.29

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 2.11

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 2.1

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 2.03

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 1.98

[[relatedRoles]]
socCode = "43-4171.00"
slug = "role-43-4171-00"
title = "Receptionists and Information Clerks"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "43-6014.00"
slug = "role-43-6014-00"
title = "Secretaries and Administrative Assistants, Except Legal, Medical, and Executive"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-9061.00"
slug = "role-43-9061-00"
title = "Office Clerks, General"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-2099.08"
slug = "role-29-2099-08"
title = "Patient Representatives"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-6011.00"
slug = "role-43-6011-00"
title = "Executive Secretaries and Executive Administrative Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-9094.00"
slug = "role-31-9094-00"
title = "Medical Transcriptionists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4051.00"
slug = "role-43-4051-00"
title = "Customer Service Representatives"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-9041.00"
slug = "role-43-9041-00"
title = "Insurance Claims and Policy Processing Clerks"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "11-3012.00"
slug = "role-11-3012-00"
title = "Administrative Services Managers"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Agriculture, Agriculture Operations, and Related Sciences"
slug = "agriculture-agriculture-operations-and-related-sciences"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.81
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.217982
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.3935473
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.2978
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
