entityType = "role"
schemaVersion = "role.v1"
slug = "role-31-9094-00"
socCode = "31-9094.00"
title = "Medical Transcriptionists"
summary = "Transcribe medical reports recorded by physicians and other healthcare practitioners using various electronic devices, covering office visits, emergency room visits, diagnostic imaging studies, operations, chart reviews, and final summaries. Transcribe dictated reports and translate abbreviations into fully understandable form. Edit as necessary and return reports in either printed or electronic form for review and signature, or correction."
aliases = ["Medical Scribe", "Medical Transcriptionist", "Radiology Transcriptionist", "Transcriptionist", "Clinical Medical Transcriptionist", "Documentation Specialist", "Medical Language Specialist", "Medical Transcriber", "Pathology Transcriptionist", "Scribe", "Certified Medical Transcriptionist", "Clinical Scribe"]
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 = "Post-Secondary Certificate"
percentage = 38.89

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 33.65

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 16.73

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10.73

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

[market]
medianWage = 37550
meanWage = 39210
pct10Wage = 26370
pct25Wage = 31200
pct75Wage = 45680
pct90Wage = 53890
employment = 43070
areaTitle = "U.S."

[industries]
count = 13

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 25110
medianWage = 43190
lq = 3.89

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 15990
medianWage = 30840
lq = 6.34

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 850
medianWage = 43070
lq = 0.28

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 740
medianWage = 36130
lq = 1

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 620
medianWage = 47230
lq = 0.79

[[industries.top]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 460
medianWage = 37200
lq = 10.8

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 240
medianWage = 43320
lq = 0.06

[[industries.top]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 150
medianWage = 37670
lq = 1.13

[[industries.top]]
naics = "541940"
slug = "541940"
title = "Veterinary Services"
level = "National industry"
employment = 90
medianWage = 38740

[[industries.top]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 90
medianWage = 41650

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 80
medianWage = 40470

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 70
medianWage = 46280

[[industries.concentrated]]
naics = "621320"
slug = "621320"
title = "Offices of Optometrists"
level = "National industry"
employment = 460
lq = 10.8

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 15990
lq = 6.34

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 25110
lq = 3.89

[[industries.concentrated]]
naics = "621340"
slug = "621340"
title = "Offices of Physical, Occupational and Speech Therapists, and Audiologists"
level = "National industry"
employment = 150
lq = 1.13

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 740
lq = 1

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 620
lq = 0.79

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 850
lq = 0.28

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 240
lq = 0.06

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

[aiOutlook.index]
value = 62
percentile = 61
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 78
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 24
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.89
percentile = 76
band = "High"
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 = 0.8214285714285714
beta = 0.875
gamma = 0.9285714285714285

[aiOutlook.bls]
growthPercent = -4.9
growthPercentile = 12
direction = "Declining"
annualOpeningsThousands = 7.4
annualOpeningsPercentile = 56
employment2024Thousands = 43.9
employment2034Thousands = 41.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.06259
percentile = 78
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 = 0.9285714285714285
percentile = 83
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 = 0.08437182388197008
percentile = 24
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 = "Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology."
usagePercent = 0.0345098168103891
importance = 4.73

[[aiOutlook.usageTasks]]
task = "Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material."
usagePercent = 0.02352008348089019
importance = 4.76

[[aiOutlook.usageTasks]]
task = "Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine."
usagePercent = 0.008422038626344958
importance = 4.62

[[aiOutlook.usageTasks]]
task = "Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records."
usagePercent = 0.006881421804452588
importance = 4.61

[[aiOutlook.usageTasks]]
task = "Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries."
usagePercent = 0.004108311525046321
importance = 4.65

[[aiOutlook.usageTasks]]
task = "Take dictation using shorthand, a stenotype machine, or headsets and transcribing machines."
usagePercent = 0.002773110279406267
importance = 4.47

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

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

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

[aiPlaybook]
trustedTaskCount = 4
taskCount = 6
totalSample = 717
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 62.65
augmentationShare = 29.85
workUsePercent = 56.32
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 62.65

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 26.47

[[aiPlaybook.collaboration]]
label = "validation"
percent = 3.38

[[aiPlaybook.useCase]]
label = "work"
percent = 56.32

[[aiPlaybook.useCase]]
label = "personal"
percent = 22.06

[[aiPlaybook.useCase]]
label = "coursework"
percent = 17.35

[[aiPlaybook.delegatedTasks]]
task = "Take dictation using shorthand, a stenotype machine, or headsets and transcribing machines."
usagePercent = 0.028603575446930866
collaboration = "directive"
autonomyMedian = 2
sampleCount = 286

[[aiPlaybook.delegatedTasks]]
task = "Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material."
usagePercent = 0.019602450306288287
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 196

[[aiPlaybook.delegatedTasks]]
task = "Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology."
usagePercent = 0.016002000250031255
collaboration = "directive"
autonomyMedian = 3
sampleCount = 160

[[aiPlaybook.delegatedTasks]]
task = "Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries."
usagePercent = 0.003800475059382423
collaboration = "directive"
autonomyMedian = 3
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Take dictation using shorthand, a stenotype machine, or headsets and transcribing machines."
humanNeededPercent = 97.2027972027972
sampleCount = 286

[[aiPlaybook.boundaryTasks]]
task = "Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material."
humanNeededPercent = 96.93877551020408
sampleCount = 196

[[aiPlaybook.boundaryTasks]]
task = "Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology."
humanNeededPercent = 96.25
sampleCount = 160

[[aiPlaybook.boundaryTasks]]
task = "Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries."
humanNeededPercent = 89.47368421052632
sampleCount = 38

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: take dictation using shorthand, a stenotype machine, or headsets and transcribing machines. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 15
skills = 42
capabilities = 120
tools = 43
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "37a72f132d0029c4"

[[tasks]]
text = "Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Identify mistakes in reports and check with doctors to obtain the correct information."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes."
type = "Core"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records."
type = "Core"
iwa = "4.A.3.b.6.f"

[[tasks]]
text = "Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians."
type = "Core"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Receive patients, schedule appointments, and maintain patient records."
type = "Supplemental"
iwa = "4.A.2.b.5.c"

[[tasks]]
text = "Take dictation using shorthand, a stenotype machine, or headsets and transcribing machines."
type = "Core"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Answer inquiries concerning the progress of medical cases, within the limits of confidentiality laws."
type = "Supplemental"
iwa = "4.A.4.a.1.e"

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

[[activities]]
name = "Prepare medical reports or documents."
iwa = "4.A.3.b.6.f"

[[activities]]
name = "Record vital statistics or other health information."
iwa = "4.A.3.b.6.k"

[[activities]]
name = "Communicate detailed medical information to patients or family members."
iwa = "4.A.4.a.1.e"

[[activities]]
name = "Respond to customer inquiries."
iwa = "4.A.4.a.8.c"

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

[[activities]]
name = "Process medical billing information."
iwa = "4.A.4.c.1.c"

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.54

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 4.25

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

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.12

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 4

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.84

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

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

[[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 = "Medicine and Dentistry"
family = "knowledge"
value = 3.02

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

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 2.88

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 2.7

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 2.62

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.5

[[capabilities]]
name = "Speed of Closure"
family = "ability"
value = 2.25

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 2.25

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 2.25

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 2.25

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.12

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 2.12

[[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 = "Writing"
type = "Common Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Chemistry"
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 = "eClinicalWorks EHR 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 ASP.NET"
category = "Web platform development software"
hot = true
inDemand = false

[[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 Windows"
category = "Operating system software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Boston Bar Systems Corporation Sonnet"
category = "Word processing software"
hot = false
inDemand = false

[[tools]]
example = "Bytescribe Development Company WavPlayer"
category = "Word processing software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Crescendo Systems Corporation MedRite-XL"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Crescendo Systems DigiScribe-XL"
category = "Voice recognition 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 medical record EMR systems"
category = "Medical software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "g-net solutions MTP"
category = "Voice recognition software"
hot = false
inDemand = false

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

[[tools]]
example = "Integrated Systems Management OmniMD"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Medical terminology databases"
category = "Information retrieval or search software"
hot = false
inDemand = false

[[tools]]
example = "MedQuist DocQment Enterprise Platform"
category = "Medical software"
hot = false
inDemand = false

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

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

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

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

[[tools]]
example = "Precision Data Solutions VoicePower"
category = "Word processing software"
hot = false
inDemand = false

[[tools]]
example = "Prognosis Innovation Healthcare ChartAccess"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Speech recognition software"
category = "Voice recognition software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Spellex AccuCount"
category = "Spell checkers"
hot = false
inDemand = false

[[tools]]
example = "Sylvan Software Complete Medical Pharmaceutical Spell Checker"
category = "Spell checkers"
hot = false
inDemand = false

[[tools]]
example = "Sylvan Software DropChute Pro"
category = "Desktop communications software"
hot = false
inDemand = false

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.98

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.92

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.8

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.56

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.48

[[workContext]]
name = "E-Mail"
value = 4.41

[[workContext]]
name = "Contact With Others"
value = 4.38

[[workContext]]
name = "Telephone Conversations"
value = 4.34

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.25

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.14

[[workContext]]
name = "Time Pressure"
value = 4.11

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.92

[[workContext]]
name = "Frequency of Decision Making"
value = 3.78

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

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.74

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.64

[[workContext]]
name = "Spend Time Sitting"
value = 3.61

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.6

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.53

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.39

[[workContext]]
name = "Written Letters and Memos"
value = 3.3

[[workContext]]
name = "Physical Proximity"
value = 3.13

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.97

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.83

[[workContext]]
name = "Spend Time Standing"
value = 2.79

[[workContext]]
name = "Degree of Automation"
value = 2.73

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.69

[[workContext]]
name = "Consequence of Error"
value = 2.61

[[workContext]]
name = "Conflict Situations"
value = 2.46

[[workContext]]
name = "Level of Competition"
value = 2.42

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.13

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.11

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.98

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.94

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.93

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.92

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.88

[[workContext]]
name = "Exposed to Contaminants"
value = 1.6

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.44

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.44

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.25

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5.85

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 4.26

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.69

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.6

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 3

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.47

[[personFit]]
name = "Medical Science"
family = "specific_interest_area"
value = 2.25

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.24

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.17

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.17

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.07

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 1.8

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.74

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 1.6

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

[[relatedRoles]]
socCode = "43-9022.00"
slug = "role-43-9022-00"
title = "Word Processors and Typists"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-2042.00"
slug = "role-29-2042-00"
title = "Emergency Medical Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-6013.00"
slug = "role-43-6013-00"
title = "Medical Secretaries and Administrative Assistants"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "43-4071.00"
slug = "role-43-4071-00"
title = "File Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-3092.00"
slug = "role-27-3092-00"
title = "Court Reporters and Simultaneous Captioners"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-2052.00"
slug = "role-29-2052-00"
title = "Pharmacy Technicians"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1243.00"
slug = "role-29-1243-00"
title = "Pediatric Surgeons"
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 = 0.89
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.06259
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.062879
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.196181
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
