accenturelabs / midaas-expanded-api

Expanded midaas-api
https://accenturelabs.github.io/midaas-expanded-api/
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midaas-expanded-api

Overview

Extension of the midaas-API with education, industry and occupation data from the ACS 5 year data 2010-2014

Issues

Plesae report any trouble with the API or questions as Issues and we will respond to them ASAP

API Documentation

[GET] /quantiles.php

query params: state, race, sex, agegroup, education, industry, occupation (see below for options)
response format:

{
  "overall": {
    "<quantile>":  <income>, 
    "<quantile>":  <income>, 
    ...
    "count": <number of incomes sampled> 
  }
}

example:

curl http://54.226.19.203/quantiles.php?education=9&agegroup=25-34&sex=female&race=african american&industry=29
{
  "overall": {
    "5%":  8000,
    "10%": 20300,
    "20%": 40000,
    "30%": 50000,
    "40%": 62300,
    "50%": 74100,
    "60%": 85000,
    "70%": 100000,
    "80%": 108200,
    "90%": 121500,
    "95%": 136400,
    "99%": 297800,
    "count": 130
  }
}

What are 0 Results?

Results of all 0 indicate no data for this query.
example:

curl http://54.226.19.203/quantiles.php?education=9&agegroup=25-34&sex=female&race=african american&occupation=29000
{
  "overall": {
    "5%":  0,
    "10%": 0,
    "20%": 0,
    "30%": 0,
    "40%": 0,
    "50%": 0,
    "60%": 0,
    "70%": 0,
    "80%": 0,
    "90%": 0,
    "95%": 0,
    "99%": 0,
    "count": 0
  }
}

SOLUTION: Instead of searching for the occupation grouping 29000, try searching the full industry of 29

Comparing Results

To make accessing the data easier the following groups can be compared, which returns all options for these parameters race, sex, agegroup, education

Query Parameter for Comparison

To use this function pass the parameter compare with any of these options

"race",
"sex",
"agegroup",
"education"

Sex Comparison Example

example:

curl http://54.226.19.203/quantiles.php?education=9&agegroup=25-34&race=african%20american&industry=29&compare=sex
{
  "male": {
    "5%": 13900,
    "10%": 23600,
    "20%": 39800,
    "30%": 40200,
    "40%": 50000,
    "50%": 53000,
    "60%": 88600,
    "70%": 112900,
    "80%": 126100,
    "90%": 181200,
    "95%": 222500,
    "99%": 371000,
    "count": 51
  },
  "female": {
    "5%": 8000,
    "10%": 20300,
    "20%": 40000,
    "30%": 50000,
    "40%": 62300,
    "50%": 74100,
    "60%": 85000,
    "70%": 100000,
    "80%": 108200,
    "90%": 121500,
    "95%": 136400,
    "99%": 297800,
    "count": 130
  }
}

Query Parameter Options

The query parameters state, race, sex, agegroup match the midaas-API definitions and should be entered as plaintext without quotes, see the example above. education, industry, occupation are new query options and their values are defined below. NOTE: if both parameters industry, occupation are specified the industry parameter will be ignored; occupation implies that the industry is known.

state

The two letter postal abbreviation...

"AL", "AK", "AR", "AZ", "CA", "CO", "CT", "DE",
"DC", "FL", "GA", "HI", "ID", "IL", "IN", "IA",
"KS", "KY", "LA", "ME", "MD", "MA", "MI", "MN",
"MS", "MO", "MT", "NE", "NV", "NH", "NJ", "NM",
"NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI",
"SC", "SD", "TN", "TX", "UT", "VT", "VA", "WA",
"WV", "WI", "WY", "PR", "undefined"

race

"white",
"african american",
"hispanic",
"asian",
"other"

sex

"male",
"female"

agegroup

"18-24",
"25-34",
"35-44",
"45-54",
"55-64",
"65+"

education

ID Description
0 No Education Defined
1 No High School
2 High School
3 GED
4 Some College
5 Associates Degree
6 Bachelors Degree
7 Masters Degree
8 Professionals Degree
9 Doctorate Degree

industry

NOTE: if both parameters industry, occupation are specified the industry parameter will be ignored; occupation implies that the industry is known.

ID Description
0 No Industry Defined
11 Management
13 Business and Financial Operations
15 Computer and Mathematical
17 Architecture and Engineering
19 Life, Physical, and Social Science
21 Community and Social Service
23 Legal
25 Education, Training, and Library
27 Arts, Design, Entertainment, Sports, and Media
29 Healthcare Practitioners and Technical
31 Healthcare Support
33 Protective Service
35 Food Preparation and Serving Related
37 Building and Grounds Cleaning and Maintenance
39 Personal Care and Service
41 Sales and Related
43 Office and Administrative Support
45 Farming, Fishing, and Forestry
47 Construction and Extraction
49 Installation, Maintenance, and Repair
51 Production
53 Transportation and Material Moving
55 Military Specific
99 Unemployed with no work experience in last 5 years or never worked

occuptation

Occupation IDs are split by industry for ease of access. NOTE: if both parameters industry, occupation are specified the industry parameter will be ignored; occupation implies that the industry is known.

No Industry Defined
ID Description
0 No Occupation Defined
Management
ID Description
110000 Management Occupations:
1110XX Chief executives and legislators
111011 Chief executives
111031 Legislators
111021 General and operations managers
112011 Advertising and promotions managers
112020 Marketing and sales managers
112031 Public relations and fundraising managers
113011 Administrative services managers
113021 Computer and information systems managers
113031 Financial managers
113111 Compensation and benefits managers
113121 Human resources managers
113131 Training and development managers
113051 Industrial production managers
113061 Purchasing managers
113071 Transportation, storage, and distribution managers
119013 Farmers, ranchers, and other agricultural managers
119021 Construction managers
119030 Education administrators
119041 Architectural and engineering managers
119051 Food service managers
119071 Gaming managers
119081 Lodging managers
119111 Medical and health services managers
119121 Natural sciences managers
119141 Property, real estate, and community association managers
119151 Social and community service managers
119161 Emergency management directors
119XXX Miscellaneous managers, including funeral service managers and postmasters and mail superintendents
119061 Funeral service managers
119131 Postmasters and mail superintendents
119199 Managers, all other
Business and Financial Operations
ID Description
130000 Business and Financial Operations Occupations:
131011 Agents and business managers of artists, performers, and athletes
131021 Buyers and purchasing agents, farm products
131022 Wholesale and retail buyers, except farm products
131023 Purchasing agents, except wholesale, retail, and farm products
131030 Claims adjusters, appraisers, examiners, and investigators
131041 Compliance officers
131051 Cost estimators
131070 Human resources workers
131141 Compensation, benefits, and job analysis specialists
131151 Training and development specialists
131081 Logisticians
131111 Management analysts
131121 Meeting, convention, and event planners
131131 Fundraisers
131161 Market research analysts and marketing specialists
131199 Business operations specialists, all other
132011 Accountants and auditors
132021 Appraisers and assessors of real estate
132031 Budget analysts
132041 Credit analysts
132051 Financial analysts
132052 Personal financial advisors
132053 Insurance underwriters
132061 Financial examiners
132070 Credit counselors and loan officers
132081 Tax examiners and collectors, and revenue agents
132082 Tax preparers
132099 Financial specialists, all other
Computer and Mathematical
ID Description
150000 Computer and mathematical occupations:
151111 Computer and information research scientists
151121 Computer systems analysts
151122 Information security analysts
151131 Computer programmers
15113X Software developers, applications and systems software
151134 Web developers
151150 Computer support specialists
151141 Database administrators
151142 Network and computer systems administrators
151143 Computer network architects
151199 Computer occupations, all other
152011 Actuaries
152031 Operations research analysts
1520XX Miscellaneous mathematical science occupations, including mathematicians and statisticians
152021 Mathematicians
152041 Statisticians
152090 Miscellaneous mathematical science occupations
Architecture and Engineering
ID Description
170000 Architecture and Engineering Occupations:
171010 Architects, except naval
171020 Surveyors, cartographers, and photogrammetrists
172011 Aerospace engineers
1720XX Biomedical and agricultural engineers
172021 Agricultural engineers
172031 Biomedical engineers
172041 Chemical engineers
172051 Civil engineers
172061 Computer hardware engineers
172070 Electrical and electronics engineers
172081 Environmental engineers
172110 Industrial engineers, including health and safety
172121 Marine engineers and naval architects
172131 Materials engineers
172141 Mechanical engineers
1721XX Petroleum, mining and geological engineers, including mining safety engineers
172151 Mining and geological engineers, including mining safety engineers
172171 Petroleum engineers
1721YY Miscellaneous engineers, including nuclear engineers
172161 Nuclear engineers
172199 Engineers, all other
173010 Drafters
173020 Engineering technicians, except drafters
173031 Surveying and mapping technicians
Life, Physical, and Social Science
ID Description
190000 Life, Physical, and Social Science Occupations:
191010 Agricultural and food scientists
191020 Biological scientists
191030 Conservation scientists and foresters
1910XX Medical scientists, and life scientists, all other
191040 Medical scientists
191099 Life scientists, all other
192010 Astronomers and physicists
192021 Atmospheric and space scientists
192030 Chemists and materials scientists
192040 Environmental scientists and geoscientists
192099 Physical scientists, all other
193011 Economists
193030 Psychologists
193051 Urban and regional planners
1930XX Miscellaneous social scientists, including survey researchers and sociologists
193022 Survey researchers
193041 Sociologists
193090 Miscellaneous social scientists and related workers
194011 Agricultural and food science technicians
194021 Biological technicians
194031 Chemical technicians
1940XX Geological and petroleum technicians, and nuclear technicians
194041 Geological and petroleum technicians
194051 Nuclear technicians
1940YY Miscellaneous life, physical, and social science technicians, including social science research assistants
194061 Social science research assistants
194090 Miscellaneous life, physical, and social science technicians
Community and Social Service
ID Description
210000 Community and Social Service Occupations:
211010 Counselors
211020 Social workers
211092 Probation officers and correctional treatment specialists
211093 Social and human service assistants
21109X Miscellaneous community and social service specialists, including health educators and community health workers
212011 Clergy
212021 Directors, religious activities and education
212099 Religious workers, all other
Legal
ID Description
230000 Legal Occupations:
2310XX Lawyers, and judges, magistrates, and other judicial workers
231011 Lawyers
231020 Judges, magistrates, and other judicial workers
231012 Judicial law clerks
232011 Paralegals and legal assistants
232090 Miscellaneous legal support workers
Education, Training, and Library
ID Description
250000 Education, Training, and Library Occupations:
251000 Postsecondary teachers
252010 Preschool and kindergarten teachers
252020 Elementary and middle school teachers
252030 Secondary school teachers
252050 Special education teachers
253000 Other teachers and instructors
254010 Archivists, curators, and museum technicians
254021 Librarians
254031 Library technicians
259041 Teacher assistants
2590XX Other education, training, and library workers
259011 Audio-visual collections specialists
259021 Farm and home management advisors
259031 Instructional coordinators
259099 Education, training, and library workers, all others
Arts, Design, Entertainment, Sports, and Media
ID Description
270000 Arts, Design, Entertainment, Sports, and Media Occupations:
271010 Artists and related workers
271020 Designers
272011 Actors
272012 Producers and directors
272020 Athletes, coaches, umpires, and related workers
272030 Dancers and choreographers
272040 Musicians, singers, and related workers
272099 Entertainers and performers, sports and related workers, all other
273010 Announcers
273020 News analysts, reporters and correspondents
273031 Public relations specialists
273041 Editors
273042 Technical writers
273043 Writers and authors
273090 Miscellaneous media and communication workers
2740XX Broadcast and sound engineering technicians and radio operators, and media and communication equipment workers, all other
274010 Broadcast and sound engineering technicians and radio operators
274099 Media and communication equipment workers, all other
274021 Photographers
274030 Television, video, and motion picture camera operators and editors
Healthcare Practitioners and Technical
ID Description
290000 Healthcare Practitioners and Technical Occupations:
291011 Chiropractors
291020 Dentists
291031 Dietitians and nutritionists
291041 Optometrists
291051 Pharmacists
291060 Physicians and surgeons
291071 Physician assistants
291081 Podiatrists
291181 Audiologists
291122 Occupational therapists
291123 Physical therapists
291124 Radiation therapists
291125 Recreational therapists
291126 Respiratory therapists
291127 Speech-language pathologists
29112X Other therapists, including exercise physiologists
291128 Exercise physiologists
291129 Therapists, all other
291131 Veterinarians
291141 Registered nurses
291151 Nurse anesthetists
2911XX Nurse practitioners and nurse midwives
291161 Nurse midwives
291171 Nurse practitioners
291199 Health diagnosing and treating practitioners, all other
292010 Clinical laboratory technologists and technicians
292021 Dental hygienists
292030 Diagnostic related technologists and technicians
292041 Emergency medical technicians and paramedics
292050 Health practitioner support technologists and technicians
292061 Licensed practical and licensed vocational nurses
292071 Medical records and health information technicians
292081 Opticians, dispensing
292090 Miscellaneous health technologists and technicians
299000 Other healthcare practitioners and technical occupations
Healthcare Support
ID Description
310000 Healthcare Support Occupations:
311010 Nursing, psychiatric, and home health aides
312010 Occupational therapy assistants and aides
312020 Physical therapist assistants and aides
319011 Massage therapists
319091 Dental assistants
319092 Medical assistants
319094 Medical transcriptionists
319095 Pharmacy aides
319096 Veterinary assistants and laboratory animal caretakers
319097 Phlebotomists
31909X Healthcare support workers, all other, including medical equipment preparers
319093 Medical equipment preparers
319099 Healthcare support workers, all other
Protective Service
ID Description
330000 Protective Service Occupations:
331011 First-line supervisors of correctional officers
331012 First-line supervisors of police and detectives
331021 First-line supervisors of fire fighting and prevention workers
331099 First-line supervisors of protective service workers, all other
332011 Firefighters
332020 Fire inspectors
333010 Bailiffs, correctional officers, and jailers
333021 Detectives and criminal investigators
3330XX Miscellaneous law enforcement workers
333031 Fish and game wardens
333041 Parking enforcement workers
333050 Police officers
333051 Police and sheriff's patrol officers
333052 Transit and railroad police
339011 Animal control workers
339021 Private detectives and investigators
339030 Security guards and gaming surveillance officers
339091 Crossing guards
339093 Transportation security screeners
33909X Lifeguards and other recreational, and all other protective service workers
339092 Lifeguards, ski patrol, and other recreational protective service workers
339099 Protective service workers, all other
Food Preparation and Serving Related
ID Description
350000 Food Preparation and Serving Related Occupations:
351011 Chefs and head cooks
351012 First-line supervisors of food preparation and serving workers
352010 Cooks
352021 Food preparation workers
353011 Bartenders
353021 Combined food preparation and serving workers, including fast food
353022 Counter attendants, cafeteria, food concession, and coffee shop
353031 Waiters and waitresses
353041 Food servers, nonrestaurant
3590XX Miscellaneous food preparation and serving related workers, including dining room and cafeteria attendants and bartender helpers
359011 Dining room and cafeteria attendants and bartender helpers
359099 Food preparation and serving related workers, all other
359021 Dishwashers
359031 Hosts and hostesses, restaurant, lounge, and coffee shop
Building and Grounds Cleaning and Maintenance
ID Description
370000 Building and Grounds Cleaning and Maintenance Occupations:
371011 First-line supervisors of housekeeping and janitorial workers
371012 First-line supervisors of landscaping, lawn service, and groundskeeping workers
37201X Janitors and building cleaners
372011 Janitors and cleaners, except maids and housekeeping cleaners
372019 Building cleaning workers, all other
372012 Maids and housekeeping cleaners
372021 Pest control workers
373010 Grounds maintenance workers
Personal Care and Service
ID Description
390000 Personal Care and Service Occupations:
391010 First-line supervisors of gaming workers
391021 First-line supervisors of personal service workers
392011 Animal trainers
392021 Nonfarm animal caretakers
393010 Gaming services workers
393021 Motion picture projectionists
393031 Ushers, lobby attendants, and ticket takers
393090 Miscellaneous entertainment attendants and related workers
3940XX Embalmers and funeral attendants
394031 Morticians, undertakers, and funeral directors
395011 Barbers
395012 Hairdressers, hairstylists, and cosmetologists
395090 Miscellaneous personal appearance workers
396010 Baggage porters, bellhops, and concierges
397010 Tour and travel guides
399011 Childcare workers
399021 Personal care aides
399030 Recreation and fitness workers
399041 Residential advisors
399099 Personal care and service workers, all other
Sales and Related
ID Description
410000 Sales and Related Occupations:
411011 First-line supervisors of retail sales workers
411012 First-line supervisors of non-retail sales workers
412010 Cashiers
412021 Counter and rental clerks
412022 Parts salespersons
412031 Retail salespersons
413011 Advertising sales agents
413021 Insurance sales agents
413031 Securities, commodities, and financial services sales agents
413041 Travel agents
413099 Sales representatives, services, all other
414010 Sales representatives, wholesale and manufacturing
419010 Models, demonstrators, and product promoters
419020 Real estate brokers and sales agents
419031 Sales engineers
419041 Telemarketers
419091 Door-to-door sales workers, news and street vendors, and related workers
419099 Sales and related workers, all other
Office and Administrative Support
ID Description
430000 Office and Administrative Support Occupations:
431011 First-line supervisors of office and administrative support workers
432011 Switchboard operators, including answering service
432021 Telephone operators
432099 Communications equipment operators, all other
433011 Bill and account collectors
433021 Billing and posting clerks
433031 Bookkeeping, accounting, and auditing clerks
433041 Gaming cage workers
433051 Payroll and timekeeping clerks
433061 Procurement clerks
433071 Tellers
433099 Financial clerks, all other
434011 Brokerage clerks
434031 Court, municipal, and license clerks
434041 Credit authorizers, checkers, and clerks
434051 Customer service representatives
434061 Eligibility interviewers, government programs
434071 File clerks
434081 Hotel, motel, and resort desk clerks
434111 Interviewers, except eligibility and loan
434121 Library assistants, clerical
434131 Loan interviewers and clerks
434141 New accounts clerks
434XXX Correspondence clerks and order clerks
434021 Correspondence clerks
434151 Order clerks
434161 Human resources assistants, except payroll and timekeeping
434171 Receptionists and information clerks
434181 Reservation and transportation ticket agents and travel clerks
434199 Information and record clerks, all other
435011 Cargo and freight agents
435021 Couriers and messengers
435030 Dispatchers
435041 Meter readers, utilities
435051 Postal service clerks
435052 Postal service mail carriers
435053 Postal service mail sorters, processors, and processing machine operators
435061 Production, planning, and expediting clerks
435071 Shipping, receiving, and traffic clerks
435081 Stock clerks and order fillers
435111 Weighers, measurers, checkers, and samplers, recordkeeping
436010 Secretaries and administrative assistants
439011 Computer operators
439021 Data entry keyers
439022 Word processors and typists
439041 Insurance claims and policy processing clerks
439051 Mail clerks and mail machine operators, except postal service
439061 Office clerks, general
439071 Office machine operators, except computer
439081 Proofreaders and copy markers
439111 Statistical assistants
439XXX Miscellaneous office and administrative support workers, including desktop publishers
439031 Desktop publishers
439199 Office and administrative support workers, all other
Farming, Fishing, and Forestry
ID Description
450000 Farming, Fishing, and Forestry Occupations:
451011 First-line supervisors of farming, fishing, and forestry workers
452011 Agricultural inspectors
452041 Graders and sorters, agricultural products
4520XX Miscellaneous agricultural workers, including animal breeders
452021 Animal breeders
452090 Miscellaneous agricultural workers
453000 Fishing and hunting workers
453011 Fishers and related fishing workers
453021 Hunters and trappers
454011 Forest and conservation workers
454020 Logging workers
Construction and Extraction
ID Description
470000 Construction and Extraction Occupations:
471011 First-line supervisors of construction trades and extraction workers
472011 Boilermakers
472020 Brickmasons, blockmasons, and stonemasons
472031 Carpenters
472040 Carpet, floor, and tile installers and finishers
472050 Cement masons, concrete finishers, and terrazzo workers
472061 Construction laborers
472071 Paving, surfacing, and tamping equipment operators
47207X Construction equipment operators except paving, surfacing, and tamping equipment operators
472072 Pile-driver operators
472073 Operating engineers and other construction equipment operators
472080 Drywall installers, ceiling tile installers, and tapers
472111 Electricians
472121 Glaziers
472130 Insulation workers
472141 Painters, construction and maintenance
472142 Paperhangers
472150 Pipelayers, plumbers, pipefitters, and steamfitters
472161 Plasterers and stucco masons
472171 Reinforcing iron and rebar workers
472181 Roofers
472211 Sheet metal workers
472221 Structural iron and steel workers
473010 Helpers, construction trades
474011 Construction and building inspectors
474021 Elevator installers and repairers
474031 Fence erectors
474041 Hazardous materials removal workers
474051 Highway maintenance workers
474061 Rail-track laying and maintenance equipment operators
47XXXX Miscellaneous construction workers, including solar photovoltaic installers, septic tank servicers and sewer pipe cleaners
472231 Solar photovoltaic installers
474071 Septic tank servicers and sewer pipe cleaners
474090 Miscellaneous construction and related workers
4750YY Derrick, rotary drill, and service unit operators, and roustabouts, oil, gas, and mining
475010 Derrick, rotary drill, and service unit operators, oil, gas, and mining
475071 Roustabouts, oil and gas
475021 Earth drillers, except oil and gas
475031 Explosives workers, ordnance handling experts, and blasters
475040 Mining machine operators
4750XX Miscellaneous extraction workers, including roof bolters and helpers
475061 Roof bolters, mining
475081 Helpers--extraction workers
4750XX Other extraction workers
475051 Rock splitters, quarry
475099 Extraction workers, all others
Installation, Maintenance, and Repair
ID Description
490000 Installation, Maintenance, and Repair Occupations:
491011 First-line supervisors of mechanics, installers, and repairers
492011 Computer, automated teller, and office machine repairers
492020 Radio and telecommunications equipment installers and repairers
492091 Avionics technicians
492092 Electric motor, power tool, and related repairers
49209X Electrical and electronics repairers, transportation equipment, and industrial and utility
492093 Electrical and electronics installers and repairers, transportation equipment
49209X Electrical and electronics repairers, industrial and utility
492094 Electrical and electronics repairers, commercial and industrial equipment
492095 Electrical and electronics repairers, powerhouse, substation, and relay
492096 Electronic equipment installers and repairers, motor vehicles
492097 Electronic home entertainment equipment installers and repairers
492098 Security and fire alarm systems installers
493011 Aircraft mechanics and service technicians
493021 Automotive body and related repairers
493022 Automotive glass installers and repairers
493023 Automotive service technicians and mechanics
493031 Bus and truck mechanics and diesel engine specialists
493040 Heavy vehicle and mobile equipment service technicians and mechanics
493050 Small engine mechanics
493090 Miscellaneous vehicle and mobile equipment mechanics, installers, and repairers
499010 Control and valve installers and repairers
499021 Heating, air conditioning, and refrigeration mechanics and installers
499031 Home appliance repairers
49904X Industrial and refractory machinery mechanics
499041 Industrial machinery mechanics
499045 Refractory materials repairers, except brickmasons
499071 Maintenance and repair workers, general
499043 Maintenance workers, machinery
499044 Millwrights
499051 Electrical power-line installers and repairers
499052 Telecommunications line installers and repairers
499060 Precision instrument and equipment repairers
499091 Coin, vending, and amusement machine servicers and repairers
499094 Locksmiths and safe repairers
499095 Manufactured building and mobile home installers
499096 Riggers
499098 Helpers--installation, maintenance, and repair workers
49909X Other installation, maintenance, and repair workers, including wind turbine service technicians, and commercial divers, and signal and track switch repairers
499081 Wind turbine service technicians
499092 Commercial divers
499097 Signal and track switch repairers
49909X Other installation, maintenance, and repair workers
499093 Fabric menders, except garment
499099 Installation, maintenance, and repair workers, all other
Production
ID Description
510000 Production Occupations:
511011 First-line supervisors of production and operating workers
512011 Aircraft structure, surfaces, rigging, and systems assemblers
512020 Electrical, electronics, and electromechanical assemblers
512031 Engine and other machine assemblers
512041 Structural metal fabricators and fitters
512090 Miscellaneous assemblers and fabricators
513011 Bakers
513020 Butchers and other meat, poultry, and fish processing workers
513091 Food and tobacco roasting, baking, and drying machine operators and tenders
513092 Food batchmakers
513093 Food cooking machine operators and tenders
513099 Food processing workers, all other
514010 Computer control programmers and operators
514021 Extruding and drawing machine setters, operators, and tenders, metal and plastic
514022 Forging machine setters, operators, and tenders, metal and plastic
514023 Rolling machine setters, operators, and tenders, metal and plastic
514031 Cutting, punching, and press machine setters, operators, and tenders, metal and plastic
514032 Drilling and boring machine tool setters, operators, and tenders, metal and plastic
514033 Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic
514034 Lathe and turning machine tool setters, operators, and tenders, metal and plastic
514041 Machinists
514050 Metal furnace operators, tenders, pourers, and casters
514060 Model makers and patternmakers, metal and plastic
514070 Molders and molding machine setters, operators, and tenders, metal and plastic
514111 Tool and die makers
514120 Welding, soldering, and brazing workers
514191 Heat treating equipment setters, operators, and tenders, metal and plastic
514193 Plating and coating machine setters, operators, and tenders, metal and plastic
514194 Tool grinders, filers, and sharpeners
514XXX Miscellaneous metal workers and plastic workers, including milling and planing machine setters, and multiple machine tool setters, and layout workers
514035 Milling and planing machine setters, operators, and tenders, metal and plastic
514081 Multiple machine tool setters, operators, and tenders, metal and plastic
514192 Layout workers, metal and plastic
514199 Metal workers and plastic workers, all other
515111 Prepress technicians and workers
515112 Printing press operators
515113 Print binding and finishing workers
516011 Laundry and dry-cleaning workers
516021 Pressers, textile, garment, and related materials
516031 Sewing machine operators
516041 Shoe and leather workers and repairers
516042 Shoe machine operators and tenders
516050 Tailors, dressmakers, and sewers
51606X Textile bleaching and dyeing, and cutting machine setters, operators, and tenders
516061 Textile bleaching and dyeing machine operators and tenders
516062 Textile cutting machine setters, operators, and tenders
516063 Textile knitting and weaving machine setters, operators, and tenders
516064 Textile winding, twisting, and drawing out machine setters, operators, and tenders
516093 Upholsterers
51609X Miscellaneous textile, apparel, and furnishings workers except upholsterers
516091 Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers
516092 Fabric and apparel patternmakers
516099 Textile, apparel, and furnishings workers, all other
517011 Cabinetmakers and bench carpenters
517021 Furniture finishers
517041 Sawing machine setters, operators, and tenders, wood
517042 Woodworking machine setters, operators, and tenders, except sawing
5170XX Miscellaneous woodworkers, including model makers and patternmakers
517030 Model makers and patternmakers, wood
517099 Woodworkers, all other
518010 Power plant operators, distributors, and dispatchers
518021 Stationary engineers and boiler operators
518031 Water and wastewater treatment plant and system operators
518090 Miscellaneous plant and system operators
519010 Chemical processing machine setters, operators, and tenders
519020 Crushing, grinding, polishing, mixing, and blending workers
519030 Cutting workers
519041 Extruding, forming, pressing, and compacting machine setters, operators, and tenders
519051 Furnace, kiln, oven, drier, and kettle operators and tenders
519061 Inspectors, testers, sorters, samplers, and weighers
519071 Jewelers and precious stone and metal workers
519080 Medical, dental, and ophthalmic laboratory technicians
519111 Packaging and filling machine operators and tenders
519120 Painting workers
519151 Photographic process workers and processing machine operators
519191 Adhesive bonding machine operators and tenders
519192 Cleaning, washing, and metal pickling equipment operators and tenders
519194 Etchers and engravers
519195 Molders, shapers, and casters, except metal and plastic
519196 Paper goods machine setters, operators, and tenders
519197 Tire builders
519198 Helpers--production workers
5191XX Other production workers, including semiconductor processors and cooling and freezing equipment operators
519141 Semiconductor processors
519193 Cooling and freezing equipment operators and tenders
519199 Production workers, all other
Transportation and Material Moving
ID Description
530000 Transportation and Material Moving Occupations:
531000 Supervisors of transportation and material moving workers
532010 Aircraft pilots and flight engineers
532020 Air traffic controllers and airfield operations specialists
532031 Flight attendants
533011 Ambulance drivers and attendants, except emergency medical technicians
533020 Bus drivers
533030 Driver/sales workers and truck drivers
533041 Taxi drivers and chauffeurs
533099 Motor vehicle operators, all other
534010 Locomotive engineers and operators
534021 Railroad brake, signal, and switch operators
534031 Railroad conductors and yardmasters
5340XX Subway, streetcar, and other rail transportation workers
534041 Subway and streetcar operators
534099 Rail transportation workers, all other
5350XX Sailors and marine oilers, and ship engineers
535011 Sailors and marine oilers
535031 Ship engineers
535020 Ship and boat captains and operators
536021 Parking lot attendants
536031 Automotive and watercraft service attendants
536051 Transportation inspectors
536061 Transportation attendants, except flight attendants
5360XX Miscellaneous transportation workers, including bridge and lock tenders and traffic technicians
536011 Bridge and lock tenders
5360XX Other transportation workers
536041 Traffic technicians
536099 Transportation workers, all other
537021 Crane and tower operators
537030 Dredge, excavating, and loading machine operators
537000 Material Moving Occupations:
5370XX Conveyor operators and tenders, and hoist and winch operators
537011 Conveyor operators and tenders
537041 Hoist and winch operators
537051 Industrial truck and tractor operators
537061 Cleaners of vehicles and equipment
537062 Laborers and freight, stock, and material movers, hand
537063 Machine feeders and offbearers
537064 Packers and packagers, hand
537070 Pumping station operators
537081 Refuse and recyclable material collectors
5371XX Miscellaneous material moving workers, including mine shuttle car operators, and tank car, truck, and ship loaders
537111 Mine shuttle car operators
537121 Tank car, truck, and ship loaders
537199 Material moving workers, all other
Military Specific
ID Description
551010 Military officer special and tactical operations leaders
552010 First-line enlisted military supervisors
553010 Military enlisted tactical operations and air/weapons specialists and crew members
559830 Military, rank not specified
Unemployed with no work experience in last 5 years or never worked
ID Description
999920 Unemployed, with no work experience in the last 5 years or earlier or never worked