entityType = "role"
schemaVersion = "role.v1"
slug = "role-31-9095-00"
socCode = "31-9095.00"
title = "Pharmacy Aides"
summary = "Record drugs delivered to the pharmacy, store incoming merchandise, and inform the supervisor of stock needs. May operate cash register and accept prescriptions for filling."
aliases = ["Certified Pharmacist Assistant", "Pharmacy Aide", "Pharmacy Assistant", "Pharmacy Clerk", "Drug Purchaser", "Front Counter Clerk", "Pharmacist Assistant", "Pharmacy Ancillary", "Pharmacy Cashier", "Dispensary Attendant", "Drug Clerk", "Pharmaceutical Assistant"]
emergingTasks = []
studyPrograms = []

[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 = "Post-Secondary Certificate"
percentage = 18.21

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 5.56

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

[market]
medianWage = 37000
meanWage = 40290
pct10Wage = 29360
pct25Wage = 34450
pct75Wage = 42570
pct90Wage = 58660
employment = 41100
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 33290
medianWage = 36330
lq = 8.01

[[industries.top]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 27500
medianWage = 36120
lq = 145.6

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 5750
medianWage = 55090
lq = 0.93

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 750
medianWage = 41030
lq = 0.47

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 600
medianWage = 42790
lq = 0.36

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 350
medianWage = 47090
lq = 0.47

[[industries.top]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 250
medianWage = 47820
lq = 2.09

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 130
medianWage = 32640
lq = 0.05

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 90
medianWage = 39790

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 40
medianWage = 41340

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 30
medianWage = 32180

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 30
medianWage = 40960

[[industries.concentrated]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 27500
lq = 145.6

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 33290
lq = 8.01

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 250
lq = 2.09

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 5750
lq = 0.93

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 750
lq = 0.47

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 350
lq = 0.47

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 600
lq = 0.36

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 130
lq = 0.05

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

[aiOutlook.index]
value = 39
percentile = 37
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 45
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 45
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 26
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.72
percentile = 59
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 = 0.24
beta = 0.38
gamma = 0.52

[aiOutlook.bls]
growthPercent = -0.1
growthPercentile = 26
direction = "Declining"
annualOpeningsThousands = 6.1
annualOpeningsPercentile = 53
employment2024Thousands = 41.1
employment2034Thousands = 41.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.1552654
percentile = 45
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 = 0.52
percentile = 45
band = "Moderate"
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 = 0.08900144809566787
percentile = 26
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 = "Compound, package, and label pharmaceutical products, under direction of pharmacist."
usagePercent = 0.0017460323981446867
importance = 4.25

[[aiOutlook.usageTasks]]
task = "Prepare, maintain, and record records of inventories, receipts, purchases, or deliveries, using a variety of computer screen formats."
usagePercent = 0.0017460323981446867
importance = 3.79

[[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 = 1
taskCount = 3
totalSample = 579
autonomyMedian = 3
dominantCollaboration = "learning"
automationShare = 23.45
augmentationShare = 74.48
workUsePercent = 6.94
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 65.48

[[aiPlaybook.collaboration]]
label = "directive"
percent = 23.45

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 6.19

[[aiPlaybook.collaboration]]
label = "validation"
percent = 2.81

[[aiPlaybook.useCase]]
label = "personal"
percent = 82.93

[[aiPlaybook.useCase]]
label = "coursework"
percent = 10.13

[[aiPlaybook.useCase]]
label = "work"
percent = 6.94

[[aiPlaybook.delegatedTasks]]
task = "Provide customers with information about the uses, effects, or interactions of drugs."
usagePercent = 0.053306663332916615
collaboration = "learning"
autonomyMedian = 3
sampleCount = 533

[[aiPlaybook.boundaryTasks]]
task = "Provide customers with information about the uses, effects, or interactions of drugs."
humanNeededPercent = 96.81050656660413
sampleCount = 533

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide customers with information about the uses, effects, or interactions of drugs, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 14
skills = 38
capabilities = 120
tools = 7
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "d368a25ecf9f3645"

[[tasks]]
text = "Greet customers and help them locate merchandise."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Prepare prescription labels by typing or operating a computer and printer."
type = "Supplemental"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Accept prescriptions for filling, gathering and processing necessary information."
type = "Core"
iwa = "4.A.4.c.3.f"

[[tasks]]
text = "Operate cash register to process cash or credit sales."
type = "Core"
iwa = "4.A.4.c.1.a"

[[tasks]]
text = "Answer telephone inquiries, referring callers to pharmacist when necessary."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Compound, package, and label pharmaceutical products, under direction of pharmacist."
type = "Supplemental"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Process medical insurance claims, posting bill amounts and calculating copayments."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Receive, store, and inventory pharmaceutical supplies or medications, check for out-of-date medications, and notify pharmacist when inventory levels are low."
type = "Core"
iwa = "4.A.4.c.3.g"

[[tasks]]
text = "Unpack, sort, count, and label incoming merchandise, including items requiring special handling or refrigeration."
type = "Core"
iwa = "4.A.4.c.3.g"

[[tasks]]
text = "Restock storage areas, replenishing items on shelves."
type = "Core"
iwa = "4.A.3.a.2.ak"

[[tasks]]
text = "Perform clerical tasks, such as filing, compiling and maintaining prescription records, or composing letters."
type = "Supplemental"
iwa = "4.A.3.b.6.k"

[[tasks]]
text = "Prepare, maintain, and record records of inventories, receipts, purchases, or deliveries, using a variety of computer screen formats."
type = "Supplemental"
iwa = "4.A.4.c.3.g"

[[activities]]
name = "Inventory medical supplies or equipment."
iwa = "4.A.4.c.3.g"

[[activities]]
name = "Control prescription refills or authorizations."
iwa = "4.A.4.c.3.f"

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

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

[[activities]]
name = "Provide customer service to clients or users."
iwa = "4.A.4.a.3.c"

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

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

[[activities]]
name = "Stock medical or patient care supplies."
iwa = "4.A.3.a.2.ak"

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

[[activities]]
name = "Clean medical equipment."
iwa = "4.A.3.a.1.i"

[[activities]]
name = "Maintain medical equipment or instruments."
iwa = "4.A.3.b.4.f"

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

[[activities]]
name = "Apply identification labels or tags."
iwa = "4.A.1.b.1.a"

[[activities]]
name = "Package materials or products."
iwa = "4.A.3.a.2.ap"

[[activities]]
name = "Transport biological or other medical materials."
iwa = "4.A.3.a.1.j"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.77

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.5

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

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

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.38

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.38

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.36

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.25

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.08

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.03

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

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

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

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3

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

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

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

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 2.93

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.89

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.88

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 2.88

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 2.88

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.75

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 2.75

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 2.75

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 2.62

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.62

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.92

[[workContext]]
name = "Telephone Conversations"
value = 4.91

[[workContext]]
name = "Spend Time Standing"
value = 4.89

[[workContext]]
name = "Contact With Others"
value = 4.85

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.66

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.53

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.49

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.36

[[workContext]]
name = "Physical Proximity"
value = 4.26

[[workContext]]
name = "Exposed to Disease or Infections"
value = 4.13

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.94

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

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.79

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.79

[[workContext]]
name = "Consequence of Error"
value = 3.74

[[workContext]]
name = "E-Mail"
value = 3.71

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.68

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.67

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.63

[[workContext]]
name = "Written Letters and Memos"
value = 3.5

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.47

[[workContext]]
name = "Time Pressure"
value = 3.47

[[workContext]]
name = "Frequency of Decision Making"
value = 3.43

[[workContext]]
name = "Conflict Situations"
value = 3.22

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.17

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.12

[[workContext]]
name = "Degree of Automation"
value = 2.89

[[workContext]]
name = "Level of Competition"
value = 2.62

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.53

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.35

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.34

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.07

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.98

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.95

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.92

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.84

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.82

[[workContext]]
name = "Exposed to High Places"
value = 1.69

[[workContext]]
name = "Exposed to Contaminants"
value = 1.65

[[workContext]]
name = "Spend Time Sitting"
value = 1.65

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.79

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 4.46

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.84

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.75

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 3.18

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.11

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

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.54

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.5

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.37

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.28

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.26

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.96

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 1.88

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.82

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 1.65

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

[[relatedRoles]]
socCode = "41-2011.00"
slug = "role-41-2011-00"
title = "Cashiers"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "53-7065.00"
slug = "role-53-7065-00"
title = "Stockers and Order Fillers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "29-2081.00"
slug = "role-29-2081-00"
title = "Opticians, Dispensing"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-9096.00"
slug = "role-31-9096-00"
title = "Veterinary Assistants and Laboratory Animal Caretakers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-9097.00"
slug = "role-31-9097-00"
title = "Phlebotomists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-9093.00"
slug = "role-31-9093-00"
title = "Medical Equipment Preparers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "29-1051.00"
slug = "role-29-1051-00"
title = "Pharmacists"
tier = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.72
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.1552654
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.5959175
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.0284926
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
