Add VT2-examples: all 6 chapters of 'Visualize This' (110 files) — data scraping, ETL, trends, categorical, multivariate, spatial, distribution analysis

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"code" "occname" "p" "n"
440 "Other managers" 0.0304212311721698 31477
4850 "Sales representatives, wholesale and manufacturing" 0.00693434360518215 7175
9130 "Driver/sales workers and truck drivers" 0.00452206184371391 4679
5730 "Medical secretaries and administrative assistants" 0.000636896506733803 659
820 "Budget analysts" 0.000648494015202401 671
3255 "Registered nurses" 0.0538501311968146 55719
1430 "Industrial engineers, including health and safety" 0.00135497557274779 1402
9610 "Cleaners of vehicles and equipment" 0.0000898806906316293 93
7840 "Food batchmakers" 0.0000463900338743893 48
6050 "Other agricultural workers" 0.00148931337917571 1541
1555 "Other engineering technologists and technicians, except drafters" 0.000786697657786519 814
4700 "First-line supervisors of retail sales workers" 0.00822263350423551 8508
5740 "Secretaries and administrative assistants, except legal, medical, and executive" 0.0150004107450916 15521
4220 "Janitors and building cleaners" 0.00223831913443928 2316
1021 "Software developers" 0.0117163829304005 12123
3322 "Diagnostic medical sonographers" 0.000773167231239822 800
4200 "First-line supervisors of housekeeping and janitorial workers" 0.000298635843066381 309
220 "Construction managers" 0.00248379973035793 2570
5240 "Customer service representatives" 0.00471342073344576 4877
420 "Social and community service managers" 0.00276310639264331 2859
350 "Medical and health services managers" 0.0185521477135995 19196
4950 "Door-to-door sales workers, news and street vendors, and related workers" 0.000358556303487467 371
2002 "Educational, guidance, and career counselors and advisors" 0.00243451031936639 2519
4720 "Cashiers" 0.00279983183612721 2897
6260 "Construction laborers" 0.00186913178152227 1934
1551 "Electrical and electronic engineering technologists and technicians" 0.00039238236985421 406
7330 "Industrial and refractory machinery mechanics" 0.000700682803311089 725
6355 "Electricians" 0.00250989412441227 2597
1760 "Physical scientists, all other" 0.00508454100444088 5261
1450 "Materials engineers" 0.000199090562044254 206
5940 "Other office and administrative support workers" 0.00365708100376436 3784
52 "Sales managers" 0.00156663010229969 1621
7750 "Other assemblers and fabricators" 0.000876578348418148 907
4810 "Insurance sales agents" 0.00182564112476503 1889
7410 "Electrical power-line installers and repairers" 0.000336327745589323 348
3310 "Dental hygienists" 0.00178408338608589 1846
8990 "Miscellaneous production workers, including equipment operators and tenders" 0.00135884140890399 1406
5860 "Office clerks, general" 0.00462933879704843 4790
4760 "Retail salespersons" 0.0106610096597581 11031
5120 "Bookkeeping, accounting, and auditing clerks" 0.00682030143857428 7057
7200 "Automotive service technicians and mechanics" 0.0015163742322691 1569
5250 "Eligibility interviewers, government programs" 0.000280273121324435 290
2360 "Other teachers and instructors" 0.00702035845965758 7264
6200 "First-line supervisors of construction trades and extraction workers" 0.00144292334530132 1493
9122 "Bus drivers, transit and intercity" 0.000558613324570771 578
9645 "Stockers and order fillers" 0.00155213321671394 1606
8810 "Painting workers" 0.000125639675076471 130
3930 "Security guards and gaming surveillance officers" 0.00133467993292774 1381
1006 "Computer systems analysts" 0.00553587737567713 5728
4510 "Hairdressers, hairstylists, and cosmetologists" 0.00144195688626227 1492
7720 "Electrical, electronics, and electromechanical assemblers" 0.000489994732798237 507
1050 "Computer support specialists" 0.00237748923606245 2460
8030 "Machinists" 0.000374986107151314 388
3500 "Licensed practical and licensed vocational nurses" 0.00338357309571327 3501
3603 "Nursing assistants" 0.00342899667054861 3548
4120 "Food servers, nonrestaurant" 0.0000386583615619911 40
565 "Compliance officers" 0.00208851798338657 2161
230 "Education and childcare administrators" 0.00681353622530093 7050
6230 "Carpenters" 0.0015241059045815 1577
2205 "Postsecondary teachers" 0.0300655742457995 31109
9830 "Military, rank not specified" 0.000246447054957693 255
10 "Chief executives and legislators" 0.0151502118961443 15676
3300 "Clinical laboratory technologists and technicians" 0.00145838668992611 1509
9640 "Packers and packagers, hand" 0.000237748923606245 246
2310 "Elementary and middle school teachers" 0.0266066173450404 27530
3720 "First-line supervisors of firefighting and prevention workers" 0.0002155203657081 223
4500 "Barbers" 0.00043394010853335 449
5840 "Insurance claims and policy processing clerks" 0.000316998564808327 328
4020 "Cooks" 0.00146805128031661 1519
7420 "Telecommunications line installers and repairers" 0.000167197413755612 173
9030 "Aircraft pilots and flight engineers" 0.00229050792254797 2370
2300 "Preschool and kindergarten teachers" 0.00372956543169309 3859
3258 "Nurse practitioners, and nurse midwives" 0.00838016632760062 8671
7240 "Small engine mechanics" 0.0000212620988590951 22
700 "Logisticians" 0.000364355057721766 377
5720 "Legal secretaries and administrative assistants" 0.000393348828893259 407
8225 "Other metal workers and plastic workers" 0.000621433162109007 643
3421 "Pharmacy technicians" 0.00160432200482263 1660
9760 "Other material moving workers" 0.000361455680604617 374
5000 "First-line supervisors of office and administrative support workers" 0.0129785784353995 13429
735 "Market research analysts and marketing specialists" 0.0026094394054344 2700
150 "Purchasing managers" 0.000893974611121044 925
630 "Human resources workers" 0.0043239377407087 4474
8740 "Inspectors, testers, sorters, samplers, and weighers" 0.00176958650050014 1831
725 "Meeting, convention, and event planners" 0.000829221855504709 858
4465 "Morticians, undertakers, and funeral arrangers" 0.000133371347388869 138
300 "Architectural and engineering managers" 0.0021532707390029 2228
9121 "Bus drivers, school" 0.000909437955745841 941
4840 "Sales representatives of services, except advertising, insurance, financial services, and travel" 0.00231563585756327 2396
3740 "Firefighters" 0.00105440681160331 1091
4251 "Landscaping and groundskeeping workers" 0.000946163399229732 979
800 "Accountants and auditors" 0.011901943065898 12315
4010 "First-line supervisors of food preparation and serving workers" 0.000528653094360228 547
5500 "Cargo and freight agents" 0.0000231950169371947 24
4030 "Food preparation workers" 0.00056441207880507 584
1530 "Other engineers" 0.00560352950841061 5798
5820 "Word processors and typists" 0.00100318448253367 1038
7810 "Butchers and other meat, poultry, and fish processing workers" 0.0000985788219830773 102
9620 "Laborers and freight, stock, and material movers, hand" 0.00212234404975331 2196
5400 "Receptionists and information clerks" 0.00420409681986653 4350
9600 "Industrial truck and tractor operators" 0.000333428368472173 345
5160 "Tellers" 0.000579875423429866 600
7700 "First-line supervisors of production and operating workers" 0.00112109248529774 1160
650 "Training and development specialists" 0.000256111645348191 265
2320 "Secondary school teachers" 0.00680677101202758 7043
7315 "Heating, air conditioning, and refrigeration mechanics and installers" 0.00113558937088349 1175
7140 "Aircraft mechanics and service technicians" 0.000286071875558734 296
3323 "Radiologic technologists and technicians" 0.00165747725197037 1715
136 "Human resources managers" 0.00269062196471458 2784
1108 "Computer occupations, all other" 0.00444281220251183 4597
8140 "Welding, soldering, and brazing workers" 0.000358556303487467 371
5850 "Mail clerks and mail machine operators, except postal service" 0.0000531552471477378 55
137 "Training and development managers" 0.000286071875558734 296
310 "Food service managers" 0.00282206039402535 2920
7340 "Maintenance and repair workers, general" 0.000884310020730546 915
2633 "Floral designers" 0.00025997748150439 269
1920 "Chemical technicians" 0.000113075707568824 117
3520 "Opticians, dispensing" 0.000154633446247964 160
4920 "Real estate brokers and sales agents" 0.0112563484278128 11647
160 "Transportation, storage, and distribution managers" 0.000641728801929052 664
2435 "Librarians and media collections specialists" 0.00126316196403806 1307
750 "Business operations specialists, all other" 0.00178408338608589 1846
5110 "Billing and posting clerks" 0.00415674032695309 4301
4600 "Childcare workers" 0.00286361813270449 2963
4230 "Maids and housekeeping cleaners" 0.00153860279016725 1592
2100 "Lawyers, and judges, magistrates, and other judicial workers" 0.0305294745845434 31589
8760 "Dental and ophthalmic laboratory technicians and medical appliance technicians" 0.00008698131351448 90
6442 "Plumbers, pipefitters, and steamfitters" 0.000697783426193939 722
3870 "Police officers" 0.00263360088141064 2725
2850 "Writers and authors" 0.00400017396262703 4139
6950 "Other extraction workers" 0.0000908471496706791 94
2910 "Photographers" 0.00167873935082946 1737
7220 "Heavy vehicle and mobile equipment service technicians and mechanics" 0.000408812173518056 423
2012 "Healthcare social workers" 0.000556680406492672 576
120 "Financial managers" 0.008465214723037 8759
4130 "Dining room and cafeteria attendants and bartender helpers" 0.000220352660903349 228
3725 "Miscellaneous first-line supervisors, protective service workers" 0.000282206039402535 292
1105 "Network and computer systems administrators" 0.000877544807457198 908
205 "Farmers, ranchers, and other agricultural managers" 0.00310619935150598 3214
3545 "Miscellaneous health technologists and technicians" 0.000892041693042945 923
530 "Purchasing agents, except wholesale, retail, and farm products" 0.00153280403593295 1586
600 "Cost estimators" 0.000443604698923848 459
705 "Project management specialists" 0.00488834981951377 5058
2040 "Clergy" 0.00314872354922417 3258
710 "Management analysts" 0.0119947231336468 12411
7150 "Automotive body and related repairers" 0.000561512701687921 581
6520 "Sheet metal workers" 0.000317965023847377 329
1360 "Civil engineers" 0.00357203260832798 3696
2830 "Editors" 0.00112399186241489 1163
910 "Credit counselors and loan officers" 0.000698749885232989 723
7640 "Other installation, maintenance, and repair workers" 0.000568277914961269 588
4240 "Pest control workers" 0.000110176330451675 114
1220 "Operations research analysts" 0.00113268999376634 1172
5340 "New accounts clerks" 0.00012950551123267 134
5410 "Reservation and transportation ticket agents and travel clerks" 0.000182660758380408 189
3910 "Private detectives and investigators" 0.000419443222947603 434
2545 "Teaching assistants" 0.0049878951005359 5161
4210 "First-line supervisors of landscaping, lawn service, and groundskeeping workers" 0.000140136560662218 145
7000 "First-line supervisors of mechanics, installers, and repairers" 0.000455202207392445 471
3010 "Dentists" 0.00816561242093157 8449
3710 "First-line supervisors of police and detectives" 0.000114042166607874 118
2330 "Special education teachers" 0.0017376933522115 1798
4622 "Recreation workers" 0.000558613324570771 578
4710 "First-line supervisors of non-retail sales workers" 0.0049762975920673 5149
1720 "Chemists and materials scientists" 0.00123126881574942 1274
3401 "Emergency medical technicians" 0.000584707718625115 605
540 "Claims adjusters, appraisers, examiners, and investigators" 0.00177055295953919 1832
1560 "Surveying and mapping technicians" 0.000114042166607874 118
1610 "Biological scientists" 0.000515122667813531 533
4965 "Sales and related workers, all other" 0.000968391957127877 1002
5260 "File clerks" 0.000270608530933938 280
3090 "Physicians" 0.214119966560517 221551
9005 "Supervisors of transportation and material moving workers" 0.000513189749735432 531
8555 "Other woodworkers" 0.000365321516760816 378
4540 "Tour and travel guides" 0.000393348828893259 407
3602 "Personal care aides" 0.00275054242513567 2846
410 "Property, real estate, and community association managers" 0.00443411407116038 4588
3230 "Speech-language pathologists" 0.00318931482886427 3300
3050 "Pharmacists" 0.0102608956175915 10617
5710 "Executive secretaries and executive administrative assistants" 0.00103411117178326 1070
3100 "Surgeons" 0.00707158078872722 7317
1320 "Aerospace engineers" 0.00201603355545784 2086
5521 "Public safety telecommunicators" 0.0000570210833039369 59
5810 "Data entry keyers" 0.000369187352917015 382
5610 "Shipping, receiving, and inventory clerks" 0.000288004793636834 298
1970 "Other life, physical, and social science technicians" 0.00118101294571883 1222
20 "General and operations managers" 0.00522371110606405 5405
2635 "Interior designers" 0.00121483901208557 1257
4655 "Personal care and service workers, all other" 0.000345025876940771 357
140 "Industrial production managers" 0.00102734595850991 1063
1460 "Mechanical engineers" 0.00225378247906408 2332
850 "Personal financial advisors" 0.00316032105769277 3270
6330 "Drywall installers, ceiling tile installers, and tapers" 0.000309266892495929 320
9150 "Motor vehicle operators, all other" 0.0000715179688896835 74
5550 "Postal service mail carriers" 0.000539284143789776 558
2722 "Coaches and scouts" 0.00229920605389942 2379
3645 "Medical assistants" 0.00293416964255512 3036
2840 "Technical writers" 0.0013143842931077 1360
3550 "Other healthcare practitioners and technical occupations" 0.00118101294571883 1222
340 "Lodging managers" 0.000556680406492672 576
2003 "Marriage and family therapists" 0.000150767610091765 156
1007 "Information security analysts" 0.00103990992601756 1076
4621 "Exercise trainers and group fitness instructors" 0.00493570631242721 5107
1022 "Software quality assurance analysts and testers" 0.000113075707568824 117
3256 "Nurse anesthetists" 0.00116844897821118 1209
5600 "Production, planning, and expediting clerks" 0.000660091523670998 683
1750 "Geoscientists and hydrologists, except geographers" 0.000156566364326064 162
51 "Marketing managers" 0.00309556830207644 3203
6240 "Carpet, floor, and tile installers and finishers" 0.000137237183545068 142
2600 "Artists and related workers" 0.00228664208639177 2366
2014 "Social workers, all other" 0.00502945283921504 5204
1106 "Computer network architects" 0.000126606134115521 131
3640 "Dental assistants" 0.00120710733977317 1249
1010 "Computer programmers" 0.00326276571583205 3376
3000 "Chiropractors" 0.000548948734180274 568
2640 "Other designers" 0.00313132728652128 3240
2006 "Counselors, all other" 0.00167873935082946 1737
2145 "Paralegals and legal assistants" 0.00188362866710802 1949
2001 "Substance abuse and behavioral disorder counselors" 0.000338260663667422 350
8630 "Miscellaneous plant and system operators" 0.000123706756998372 128
7925 "Forming machine setters, operators, and tenders, metal and plastic" 0.0000396248206010409 41
2170 "Title examiners, abstractors, and searchers" 0.000169130331833711 175
4400 "Gambling services workers" 0.000265776235738689 275
6305 "Construction equipment operators" 0.000399147583127558 413
40 "Advertising and promotions managers" 0.000707448016584437 732
2905 "Other media and communication equipment workers" 0.000474531388173441 491
2350 "Tutors" 0.00151927360938625 1572
3270 "Healthcare diagnosing or treating practitioners, all other" 0.0000338260663667422 35
810 "Property appraisers and assessors" 0.00100705031868987 1042
3630 "Massage therapists" 0.000592439390937514 613
5100 "Bill and account collectors" 0.0000502558700305884 52
4800 "Advertising sales agents" 0.000678454245412944 702
2555 "Other educational instruction and library workers" 0.000830188314543759 859
1310 "Surveyors, cartographers, and photogrammetrists" 0.000198124103005204 205
8100 "Model makers, patternmakers, and molding machine setters, metal and plastic" 0.0000763502640849324 79
1065 "Database administrators and architects" 0.00126606134115521 1310
2810 "News analysts, reporters, and journalists" 0.00123803402902276 1281
7210 "Bus and truck mechanics and diesel engine specialists" 0.000263843317660589 273
110 "Computer and information systems managers" 0.00509807143098758 5275
3620 "Physical therapist assistants and aides" 0.000144968855857467 150
2060 "Religious workers, all other" 0.000764469099888374 791
4150 "Hosts and hostesses, restaurant, lounge, and coffee shop" 0.00030540105633973 316
4435 "Other entertainment attendants and related workers" 0.000224218497059548 232
9810 "First-line enlisted military supervisors" 0.000448436994119097 464
5330 "Loan interviewers and clerks" 0.0000618533784991858 64
520 "Wholesale and retail buyers, except farm products" 0.000804093920489415 832
6410 "Painters and paperhangers" 0.000922001923253488 954
2400 "Archivists, curators, and museum technicians" 0.000501592241266835 519
1410 "Electrical and electronics engineers" 0.00232046815275852 2401
3402 "Paramedics" 0.000850483954363804 880
8600 "Power plant operators, distributors, and dispatchers" 0.000451336371236246 467
4340 "Animal trainers" 0.00012950551123267 134
8130 "Tool and die makers" 0.000179761381263259 186
4350 "Animal caretakers" 0.000408812173518056 423
5630 "Weighers, measurers, checkers, and samplers, recordkeeping" 0.000318931482886427 330
3321 "Cardiovascular technologists and technicians" 0.000154633446247964 160
4110 "Waiters and waitresses" 0.00160142262770548 1657
9720 "Refuse and recyclable material collectors" 0.0000589540013820364 61
8610 "Stationary engineers and boiler operators" 0.000363388598682716 376
3245 "Other therapists" 0.00258044563426291 2670
4040 "Bartenders" 0.000335361286550273 347
1650 "Other life scientists" 0.00708607767431297 7332
2025 "Other community and social service specialists" 0.000991586974065072 1026
8320 "Sewing machine operators" 0.000480330142407739 497
102 "Facilities managers" 0.000553781029375522 573
2105 "Judicial law clerks" 0.00056344561976602 583
4521 "Manicurists and pedicurists" 0.000534451848594527 553
3250 "Veterinarians" 0.00243451031936639 2519
1400 "Computer hardware engineers" 0.00122933589767132 1272
1825 "Other psychologists" 0.00656998854746039 6798
6120 "Forest and conservation workers" 0.000078283182163032 81
1031 "Web developers" 0.000455202207392445 471
7510 "Coin, vending, and amusement machine servicers and repairers" 0.0000657192146553849 68
5510 "Couriers and messengers" 0.000295736465949232 306
7560 "Riggers" 0.0000183627217419458 19
3150 "Occupational therapists" 0.00276503931072141 2861
7950 "Cutting, punching, and press machine setters, operators, and tenders, metal and plastic" 0.000133371347388869 138
3649 "Phlebotomists" 0.000134337806427919 139
3515 "Medical records specialists" 0.00095679444865928 990
3647 "Pharmacy aides" 0.000182660758380408 189
6005 "First-line supervisors of farming, fishing, and forestry workers" 0.0000376919025229413 39
8620 "Water and wastewater treatment plant and system operators" 0.0000753838050458826 78
2015 "Probation officers and correctional treatment specialists" 0.000149801151052715 155
2180 "Legal support workers, all other" 0.000836953527817107 866
7020 "Radio and telecommunications equipment installers and repairers" 0.0000773167231239822 80
7905 "Computer numerically controlled tool operators and programmers" 0.0000947129858268782 98
640 "Compensation, benefits, and job analysis specialists" 0.000515122667813531 533
1240 "Other mathematical science occupations" 0.00122933589767132 1272
3802 "Correctional officers and jailers" 0.0000531552471477378 55
7040 "Electric motor, power tool, and related repairers" 0.000122740297959322 127
9141 "Shuttle drivers and chauffeurs" 0.000504491618383984 522
5140 "Payroll and timekeeping clerks" 0.000292837088832083 303
3655 "Other healthcare support workers" 0.00129408865328765 1339
3648 "Veterinary assistants and laboratory animal caretakers" 0.00008698131351448 90
8800 "Packaging and filling machine operators and tenders" 0.000223252038020499 231
2004 "Mental health counselors" 0.00220449306807254 2281
3424 "Veterinary technologists and technicians" 0.000384650697541811 398
930 "Tax examiners and collectors, and revenue agents" 0.0000463900338743893 48
7800 "Bakers" 0.00117231481436738 1213
2752 "Musicians and singers" 0.0015028438057224 1555
1821 "Clinical and counseling psychologists" 0.00082632247838756 855
9142 "Taxi drivers" 0.000979023006557425 1013
3160 "Physical therapists" 0.00581711695604061 6019
5165 "Other financial clerks" 0.0013066526207953 1352
3220 "Respiratory therapists" 0.000436839485650499 452
1600 "Agricultural and food scientists" 0.000427174895260002 442
4000 "Chefs and head cooks" 0.00104280930313471 1079
4820 "Securities, commodities, and financial services sales agents" 0.00131535075214675 1361
6515 "Roofers" 0.000254178727270091 263
425 "Emergency management directors" 0.0000637862965772853 66
101 "Administrative services managers" 0.000306367515378779 317
1440 "Marine engineers and naval architects" 0.000105344035256426 109
4055 "Fast food and counter workers" 0.000125639675076471 130
8465 "Other textile, apparel, and furnishings workers" 0.000052188788108688 54
3423 "Surgical technologists" 0.000139170101623168 144
2751 "Music directors and composers" 0.00039141591081516 405
8300 "Laundry and dry-cleaning workers" 0.000148834692013666 154
2050 "Directors, religious activities and education" 0.00095582798962023 989
2016 "Social and human service assistants" 0.000528653094360228 547
2825 "Public relations specialists" 0.00111239435394629 1151
7260 "Miscellaneous vehicle and mobile equipment mechanics, installers, and repairers" 0.0000309266892495929 32
3801 "Bailiffs" 0.0000570210833039369 59
6115 "Fishing and hunting workers" 0.0000202956398200453 21
4740 "Counter and rental clerks" 0.000373053189073214 386
960 "Other financial specialists" 0.000776066608356971 803
1900 "Agricultural and food science technicians" 0.000122740297959322 127
3330 "Nuclear medicine technologists and medical dosimetrists" 0.0000405912796400907 42
6660 "Construction and building inspectors" 0.000316032105769277 327
726 "Fundraisers" 0.000883343561691497 914
3820 "Detectives and criminal investigators" 0.00133661285100584 1383
3200 "Radiation therapists" 0.000180727840302308 187
2710 "Producers and directors" 0.000889142315925795 920
9430 "Other transportation workers" 0.0000763502640849324 79
5420 "Other information and records clerks" 0.000582774800547016 603
3960 "Other protective service workers" 0.000513189749735432 531
3610 "Occupational therapy assistants and aides" 0.0000724844279287333 75
8650 "Crushing, grinding, polishing, mixing, and blending workers" 0.000147868232974616 153
5350 "Correspondence clerks and order clerks" 0.000176862004146109 183
6530 "Structural iron and steel workers" 0.0000357589844448418 37
860 "Insurance underwriters" 0.0000966459039049777 100
845 "Financial and investment analysts" 0.00294576715102372 3048
2011 "Child, family, and school social workers" 0.000616600866913758 638
7010 "Computer, automated teller, and office machine repairers" 0.000321830860003576 333
3030 "Dietitians and nutritionists" 0.00312262915516983 3231
7430 "Precision instrument and equipment repairers" 0.000228084333215747 236
2805 "Broadcast announcers and radio disc jockeys" 0.0000289937711714933 30
1200 "Actuaries" 0.000637862965772853 660
8640 "Chemical processing machine setters, operators, and tenders" 0.000069585050811584 72
830 "Credit analysts" 0.000171063249911811 177
8500 "Cabinetmakers and bench carpenters" 0.0000628198375382355 65
2865 "Media and communication workers, all other" 0.000134337806427919 139
1305 "Architects, except landscape and naval" 0.00185656781401462 1921
500 "Agents and business managers of artists, performers, and athletes" 0.00056537853784412 585
1545 "Other drafters" 0.000358556303487467 371
8350 "Tailors, dressmakers, and sewers" 0.000441671780845748 457
3601 "Home health aides" 0.000453269289314346 469
1860 "Other social scientists" 0.000628198375382355 650
6825 "Surface mining machine operators and earth drillers" 0.000142069478740317 147
9630 "Machine feeders and offbearers" 0.000155599905287014 161
9410 "Transportation inspectors" 0.00026191039958249 271
2634 "Graphic designers" 0.00153860279016725 1592
4252 "Tree trimmers and pruners" 0.0000647527556163351 67
7540 "Locksmiths and safe repairers" 0.00004349065675724 45
4830 "Travel agents" 0.000404946337361857 419
1700 "Astronomers and physicists" 0.000123706756998372 128
3324 "Magnetic resonance imaging technologists" 0.000445537617001947 461
4525 "Other personal appearance workers" 0.0000773167231239822 80
7100 "Other electrical and electronic equipment mechanics, installers, and repairers" 0.000124673216037421 129
6250 "Cement masons, concrete finishers, and terrazzo workers" 0.0000512223290696382 53
3940 "Crossing guards and flaggers" 0.000420409681986653 435
1420 "Environmental engineers" 0.000158499282404164 164
8255 "Printing press operators" 0.000297669384027331 308
9825 "Military enlisted tactical operations and air/weapons specialists and crew members" 0.000159465741443213 165
7855 "Food processing workers, all other" 0.000190392430692806 197
9050 "Flight attendants" 0.000460034502587694 476
3140 "Audiologists" 0.000342126499823621 354
6130 "Logging workers" 0.0000318931482886427 33
5310 "Interviewers, except eligibility and loan" 0.000466799715861043 483
9240 "Railroad conductors and yardmasters" 0.000183627217419458 190
1910 "Biological technicians" 0.0000976123629440275 101
940 "Tax preparers" 0.000977090088479325 1011
9650 "Pumping station operators" 0.0000135304265466969 14
5530 "Meter readers, utilities" 0.000052188788108688 54
3261 "Acupuncturists" 0.000309266892495929 320
8250 "Prepress technicians and workers" 0.000244514136879594 253
2013 "Mental health and substance abuse social workers" 0.00034599233597982 358
3646 "Medical transcriptionists" 0.000237748923606245 246
9800 "Military officer special and tactical operations leaders" 0.000290904170753983 301
3110 "Physician assistants" 0.00601814043616296 6227
510 "Buyers and purchasing agents, farm products" 0.000144968855857467 150
4420 "Ushers, lobby attendants, and ticket takers" 0.0000541217061867875 56
6220 "Brickmasons, blockmasons, stonemasons, and reinforcing iron and rebar workers" 0.000263843317660589 273
3945 "Transportation security screeners" 0.000158499282404164 164
5320 "Library assistants, clerical" 0.000482263060485839 499
4330 "Supervisors of personal care and service workers" 0.00017396262702896 180
4522 "Skincare specialists" 0.000312166269613078 323
5300 "Hotel, motel, and resort desk clerks" 0.000245480595918643 254
5020 "Telephone operators" 0.000127572593154571 132
4140 "Dishwashers" 0.000233883087450046 242
3040 "Optometrists" 0.00103797700793946 1074
1640 "Conservation scientists and foresters" 0.000345025876940771 357
1822 "School psychologists" 0.000730643033521632 756
1350 "Chemical engineers" 0.000471632011056291 488
1032 "Web and digital interface designers" 0.000506424536462083 524
4900 "Models, demonstrators, and product promoters" 0.000288971252675883 299
60 "Public relations and fundraising managers" 0.000465833256821993 482
3422 "Psychiatric technicians" 0.000247413513996743 256
8830 "Photographic process workers and processing machine operators" 0.0000724844279287333 75
6460 "Plasterers and stucco masons" 0.0000280273121324435 29
2721 "Athletes and sports competitors" 0.0000318931482886427 33
2861 "Interpreters and translators" 0.000722911361209234 748
4940 "Telemarketers" 0.000276407285168236 286
8750 "Jewelers and precious stone and metal workers" 0.0000193291807809955 20
3210 "Recreational therapists" 0.000158499282404164 164
5920 "Statistical assistants" 0.000278340203246336 288
6400 "Insulation workers" 0.000163331577599412 169
2631 "Commercial and industrial designers" 0.000078283182163032 81
5230 "Credit authorizers, checkers, and clerks" 0.0000115975084685973 12
2440 "Library technicians" 0.000101478199100227 105
5040 "Communications equipment operators, all other" 0.0000773167231239822 80
1520 "Petroleum, mining and geological engineers, including mining safety engineers" 0.000331495450394074 343
4930 "Sales engineers" 0.0000241614759762444 25
2755 "Disc jockeys, except radio" 0.0000231950169371947 24
5360 "Human resources assistants, except payroll and timekeeping" 0.000235816005528146 244
360 "Natural sciences managers" 0.000119840920842172 124
1005 "Computer and information research scientists" 0.000461000961626744 477
3946 "School bus monitors" 0.0000541217061867875 56
2920 "Television, video, and film camera operators and editors" 0.0000831154773582809 86
3120 "Podiatrists" 0.000445537617001947 461
2632 "Fashion designers" 0.000588573554781315 609
1306 "Landscape architects" 0.00026191039958249 271
1840 "Urban and regional planners" 0.000387550074658961 401
1340 "Biomedical and agricultural engineers" 0.000224218497059548 232
2770 "Entertainers and performers, sports and related workers, all other" 0.0000657192146553849 68
900 "Financial examiners" 0.00025901102246534 268
1800 "Economists" 0.000192325348770906 199
4530 "Baggage porters, bellhops, and concierges" 0.000183627217419458 190
2700 "Actors" 0.000467766174900092 484
8450 "Upholsterers" 0.000155599905287014 161
2723 "Umpires, referees, and other sports officials" 0.0000802161002411315 83
8850 "Adhesive bonding machine operators and tenders" 0.00026191039958249 271
1 code occname p n
2 440 Other managers 0.0304212311721698 31477
3 4850 Sales representatives, wholesale and manufacturing 0.00693434360518215 7175
4 9130 Driver/sales workers and truck drivers 0.00452206184371391 4679
5 5730 Medical secretaries and administrative assistants 0.000636896506733803 659
6 820 Budget analysts 0.000648494015202401 671
7 3255 Registered nurses 0.0538501311968146 55719
8 1430 Industrial engineers, including health and safety 0.00135497557274779 1402
9 9610 Cleaners of vehicles and equipment 0.0000898806906316293 93
10 7840 Food batchmakers 0.0000463900338743893 48
11 6050 Other agricultural workers 0.00148931337917571 1541
12 1555 Other engineering technologists and technicians, except drafters 0.000786697657786519 814
13 4700 First-line supervisors of retail sales workers 0.00822263350423551 8508
14 5740 Secretaries and administrative assistants, except legal, medical, and executive 0.0150004107450916 15521
15 4220 Janitors and building cleaners 0.00223831913443928 2316
16 1021 Software developers 0.0117163829304005 12123
17 3322 Diagnostic medical sonographers 0.000773167231239822 800
18 4200 First-line supervisors of housekeeping and janitorial workers 0.000298635843066381 309
19 220 Construction managers 0.00248379973035793 2570
20 5240 Customer service representatives 0.00471342073344576 4877
21 420 Social and community service managers 0.00276310639264331 2859
22 350 Medical and health services managers 0.0185521477135995 19196
23 4950 Door-to-door sales workers, news and street vendors, and related workers 0.000358556303487467 371
24 2002 Educational, guidance, and career counselors and advisors 0.00243451031936639 2519
25 4720 Cashiers 0.00279983183612721 2897
26 6260 Construction laborers 0.00186913178152227 1934
27 1551 Electrical and electronic engineering technologists and technicians 0.00039238236985421 406
28 7330 Industrial and refractory machinery mechanics 0.000700682803311089 725
29 6355 Electricians 0.00250989412441227 2597
30 1760 Physical scientists, all other 0.00508454100444088 5261
31 1450 Materials engineers 0.000199090562044254 206
32 5940 Other office and administrative support workers 0.00365708100376436 3784
33 52 Sales managers 0.00156663010229969 1621
34 7750 Other assemblers and fabricators 0.000876578348418148 907
35 4810 Insurance sales agents 0.00182564112476503 1889
36 7410 Electrical power-line installers and repairers 0.000336327745589323 348
37 3310 Dental hygienists 0.00178408338608589 1846
38 8990 Miscellaneous production workers, including equipment operators and tenders 0.00135884140890399 1406
39 5860 Office clerks, general 0.00462933879704843 4790
40 4760 Retail salespersons 0.0106610096597581 11031
41 5120 Bookkeeping, accounting, and auditing clerks 0.00682030143857428 7057
42 7200 Automotive service technicians and mechanics 0.0015163742322691 1569
43 5250 Eligibility interviewers, government programs 0.000280273121324435 290
44 2360 Other teachers and instructors 0.00702035845965758 7264
45 6200 First-line supervisors of construction trades and extraction workers 0.00144292334530132 1493
46 9122 Bus drivers, transit and intercity 0.000558613324570771 578
47 9645 Stockers and order fillers 0.00155213321671394 1606
48 8810 Painting workers 0.000125639675076471 130
49 3930 Security guards and gaming surveillance officers 0.00133467993292774 1381
50 1006 Computer systems analysts 0.00553587737567713 5728
51 4510 Hairdressers, hairstylists, and cosmetologists 0.00144195688626227 1492
52 7720 Electrical, electronics, and electromechanical assemblers 0.000489994732798237 507
53 1050 Computer support specialists 0.00237748923606245 2460
54 8030 Machinists 0.000374986107151314 388
55 3500 Licensed practical and licensed vocational nurses 0.00338357309571327 3501
56 3603 Nursing assistants 0.00342899667054861 3548
57 4120 Food servers, nonrestaurant 0.0000386583615619911 40
58 565 Compliance officers 0.00208851798338657 2161
59 230 Education and childcare administrators 0.00681353622530093 7050
60 6230 Carpenters 0.0015241059045815 1577
61 2205 Postsecondary teachers 0.0300655742457995 31109
62 9830 Military, rank not specified 0.000246447054957693 255
63 10 Chief executives and legislators 0.0151502118961443 15676
64 3300 Clinical laboratory technologists and technicians 0.00145838668992611 1509
65 9640 Packers and packagers, hand 0.000237748923606245 246
66 2310 Elementary and middle school teachers 0.0266066173450404 27530
67 3720 First-line supervisors of firefighting and prevention workers 0.0002155203657081 223
68 4500 Barbers 0.00043394010853335 449
69 5840 Insurance claims and policy processing clerks 0.000316998564808327 328
70 4020 Cooks 0.00146805128031661 1519
71 7420 Telecommunications line installers and repairers 0.000167197413755612 173
72 9030 Aircraft pilots and flight engineers 0.00229050792254797 2370
73 2300 Preschool and kindergarten teachers 0.00372956543169309 3859
74 3258 Nurse practitioners, and nurse midwives 0.00838016632760062 8671
75 7240 Small engine mechanics 0.0000212620988590951 22
76 700 Logisticians 0.000364355057721766 377
77 5720 Legal secretaries and administrative assistants 0.000393348828893259 407
78 8225 Other metal workers and plastic workers 0.000621433162109007 643
79 3421 Pharmacy technicians 0.00160432200482263 1660
80 9760 Other material moving workers 0.000361455680604617 374
81 5000 First-line supervisors of office and administrative support workers 0.0129785784353995 13429
82 735 Market research analysts and marketing specialists 0.0026094394054344 2700
83 150 Purchasing managers 0.000893974611121044 925
84 630 Human resources workers 0.0043239377407087 4474
85 8740 Inspectors, testers, sorters, samplers, and weighers 0.00176958650050014 1831
86 725 Meeting, convention, and event planners 0.000829221855504709 858
87 4465 Morticians, undertakers, and funeral arrangers 0.000133371347388869 138
88 300 Architectural and engineering managers 0.0021532707390029 2228
89 9121 Bus drivers, school 0.000909437955745841 941
90 4840 Sales representatives of services, except advertising, insurance, financial services, and travel 0.00231563585756327 2396
91 3740 Firefighters 0.00105440681160331 1091
92 4251 Landscaping and groundskeeping workers 0.000946163399229732 979
93 800 Accountants and auditors 0.011901943065898 12315
94 4010 First-line supervisors of food preparation and serving workers 0.000528653094360228 547
95 5500 Cargo and freight agents 0.0000231950169371947 24
96 4030 Food preparation workers 0.00056441207880507 584
97 1530 Other engineers 0.00560352950841061 5798
98 5820 Word processors and typists 0.00100318448253367 1038
99 7810 Butchers and other meat, poultry, and fish processing workers 0.0000985788219830773 102
100 9620 Laborers and freight, stock, and material movers, hand 0.00212234404975331 2196
101 5400 Receptionists and information clerks 0.00420409681986653 4350
102 9600 Industrial truck and tractor operators 0.000333428368472173 345
103 5160 Tellers 0.000579875423429866 600
104 7700 First-line supervisors of production and operating workers 0.00112109248529774 1160
105 650 Training and development specialists 0.000256111645348191 265
106 2320 Secondary school teachers 0.00680677101202758 7043
107 7315 Heating, air conditioning, and refrigeration mechanics and installers 0.00113558937088349 1175
108 7140 Aircraft mechanics and service technicians 0.000286071875558734 296
109 3323 Radiologic technologists and technicians 0.00165747725197037 1715
110 136 Human resources managers 0.00269062196471458 2784
111 1108 Computer occupations, all other 0.00444281220251183 4597
112 8140 Welding, soldering, and brazing workers 0.000358556303487467 371
113 5850 Mail clerks and mail machine operators, except postal service 0.0000531552471477378 55
114 137 Training and development managers 0.000286071875558734 296
115 310 Food service managers 0.00282206039402535 2920
116 7340 Maintenance and repair workers, general 0.000884310020730546 915
117 2633 Floral designers 0.00025997748150439 269
118 1920 Chemical technicians 0.000113075707568824 117
119 3520 Opticians, dispensing 0.000154633446247964 160
120 4920 Real estate brokers and sales agents 0.0112563484278128 11647
121 160 Transportation, storage, and distribution managers 0.000641728801929052 664
122 2435 Librarians and media collections specialists 0.00126316196403806 1307
123 750 Business operations specialists, all other 0.00178408338608589 1846
124 5110 Billing and posting clerks 0.00415674032695309 4301
125 4600 Childcare workers 0.00286361813270449 2963
126 4230 Maids and housekeeping cleaners 0.00153860279016725 1592
127 2100 Lawyers, and judges, magistrates, and other judicial workers 0.0305294745845434 31589
128 8760 Dental and ophthalmic laboratory technicians and medical appliance technicians 0.00008698131351448 90
129 6442 Plumbers, pipefitters, and steamfitters 0.000697783426193939 722
130 3870 Police officers 0.00263360088141064 2725
131 2850 Writers and authors 0.00400017396262703 4139
132 6950 Other extraction workers 0.0000908471496706791 94
133 2910 Photographers 0.00167873935082946 1737
134 7220 Heavy vehicle and mobile equipment service technicians and mechanics 0.000408812173518056 423
135 2012 Healthcare social workers 0.000556680406492672 576
136 120 Financial managers 0.008465214723037 8759
137 4130 Dining room and cafeteria attendants and bartender helpers 0.000220352660903349 228
138 3725 Miscellaneous first-line supervisors, protective service workers 0.000282206039402535 292
139 1105 Network and computer systems administrators 0.000877544807457198 908
140 205 Farmers, ranchers, and other agricultural managers 0.00310619935150598 3214
141 3545 Miscellaneous health technologists and technicians 0.000892041693042945 923
142 530 Purchasing agents, except wholesale, retail, and farm products 0.00153280403593295 1586
143 600 Cost estimators 0.000443604698923848 459
144 705 Project management specialists 0.00488834981951377 5058
145 2040 Clergy 0.00314872354922417 3258
146 710 Management analysts 0.0119947231336468 12411
147 7150 Automotive body and related repairers 0.000561512701687921 581
148 6520 Sheet metal workers 0.000317965023847377 329
149 1360 Civil engineers 0.00357203260832798 3696
150 2830 Editors 0.00112399186241489 1163
151 910 Credit counselors and loan officers 0.000698749885232989 723
152 7640 Other installation, maintenance, and repair workers 0.000568277914961269 588
153 4240 Pest control workers 0.000110176330451675 114
154 1220 Operations research analysts 0.00113268999376634 1172
155 5340 New accounts clerks 0.00012950551123267 134
156 5410 Reservation and transportation ticket agents and travel clerks 0.000182660758380408 189
157 3910 Private detectives and investigators 0.000419443222947603 434
158 2545 Teaching assistants 0.0049878951005359 5161
159 4210 First-line supervisors of landscaping, lawn service, and groundskeeping workers 0.000140136560662218 145
160 7000 First-line supervisors of mechanics, installers, and repairers 0.000455202207392445 471
161 3010 Dentists 0.00816561242093157 8449
162 3710 First-line supervisors of police and detectives 0.000114042166607874 118
163 2330 Special education teachers 0.0017376933522115 1798
164 4622 Recreation workers 0.000558613324570771 578
165 4710 First-line supervisors of non-retail sales workers 0.0049762975920673 5149
166 1720 Chemists and materials scientists 0.00123126881574942 1274
167 3401 Emergency medical technicians 0.000584707718625115 605
168 540 Claims adjusters, appraisers, examiners, and investigators 0.00177055295953919 1832
169 1560 Surveying and mapping technicians 0.000114042166607874 118
170 1610 Biological scientists 0.000515122667813531 533
171 4965 Sales and related workers, all other 0.000968391957127877 1002
172 5260 File clerks 0.000270608530933938 280
173 3090 Physicians 0.214119966560517 221551
174 9005 Supervisors of transportation and material moving workers 0.000513189749735432 531
175 8555 Other woodworkers 0.000365321516760816 378
176 4540 Tour and travel guides 0.000393348828893259 407
177 3602 Personal care aides 0.00275054242513567 2846
178 410 Property, real estate, and community association managers 0.00443411407116038 4588
179 3230 Speech-language pathologists 0.00318931482886427 3300
180 3050 Pharmacists 0.0102608956175915 10617
181 5710 Executive secretaries and executive administrative assistants 0.00103411117178326 1070
182 3100 Surgeons 0.00707158078872722 7317
183 1320 Aerospace engineers 0.00201603355545784 2086
184 5521 Public safety telecommunicators 0.0000570210833039369 59
185 5810 Data entry keyers 0.000369187352917015 382
186 5610 Shipping, receiving, and inventory clerks 0.000288004793636834 298
187 1970 Other life, physical, and social science technicians 0.00118101294571883 1222
188 20 General and operations managers 0.00522371110606405 5405
189 2635 Interior designers 0.00121483901208557 1257
190 4655 Personal care and service workers, all other 0.000345025876940771 357
191 140 Industrial production managers 0.00102734595850991 1063
192 1460 Mechanical engineers 0.00225378247906408 2332
193 850 Personal financial advisors 0.00316032105769277 3270
194 6330 Drywall installers, ceiling tile installers, and tapers 0.000309266892495929 320
195 9150 Motor vehicle operators, all other 0.0000715179688896835 74
196 5550 Postal service mail carriers 0.000539284143789776 558
197 2722 Coaches and scouts 0.00229920605389942 2379
198 3645 Medical assistants 0.00293416964255512 3036
199 2840 Technical writers 0.0013143842931077 1360
200 3550 Other healthcare practitioners and technical occupations 0.00118101294571883 1222
201 340 Lodging managers 0.000556680406492672 576
202 2003 Marriage and family therapists 0.000150767610091765 156
203 1007 Information security analysts 0.00103990992601756 1076
204 4621 Exercise trainers and group fitness instructors 0.00493570631242721 5107
205 1022 Software quality assurance analysts and testers 0.000113075707568824 117
206 3256 Nurse anesthetists 0.00116844897821118 1209
207 5600 Production, planning, and expediting clerks 0.000660091523670998 683
208 1750 Geoscientists and hydrologists, except geographers 0.000156566364326064 162
209 51 Marketing managers 0.00309556830207644 3203
210 6240 Carpet, floor, and tile installers and finishers 0.000137237183545068 142
211 2600 Artists and related workers 0.00228664208639177 2366
212 2014 Social workers, all other 0.00502945283921504 5204
213 1106 Computer network architects 0.000126606134115521 131
214 3640 Dental assistants 0.00120710733977317 1249
215 1010 Computer programmers 0.00326276571583205 3376
216 3000 Chiropractors 0.000548948734180274 568
217 2640 Other designers 0.00313132728652128 3240
218 2006 Counselors, all other 0.00167873935082946 1737
219 2145 Paralegals and legal assistants 0.00188362866710802 1949
220 2001 Substance abuse and behavioral disorder counselors 0.000338260663667422 350
221 8630 Miscellaneous plant and system operators 0.000123706756998372 128
222 7925 Forming machine setters, operators, and tenders, metal and plastic 0.0000396248206010409 41
223 2170 Title examiners, abstractors, and searchers 0.000169130331833711 175
224 4400 Gambling services workers 0.000265776235738689 275
225 6305 Construction equipment operators 0.000399147583127558 413
226 40 Advertising and promotions managers 0.000707448016584437 732
227 2905 Other media and communication equipment workers 0.000474531388173441 491
228 2350 Tutors 0.00151927360938625 1572
229 3270 Healthcare diagnosing or treating practitioners, all other 0.0000338260663667422 35
230 810 Property appraisers and assessors 0.00100705031868987 1042
231 3630 Massage therapists 0.000592439390937514 613
232 5100 Bill and account collectors 0.0000502558700305884 52
233 4800 Advertising sales agents 0.000678454245412944 702
234 2555 Other educational instruction and library workers 0.000830188314543759 859
235 1310 Surveyors, cartographers, and photogrammetrists 0.000198124103005204 205
236 8100 Model makers, patternmakers, and molding machine setters, metal and plastic 0.0000763502640849324 79
237 1065 Database administrators and architects 0.00126606134115521 1310
238 2810 News analysts, reporters, and journalists 0.00123803402902276 1281
239 7210 Bus and truck mechanics and diesel engine specialists 0.000263843317660589 273
240 110 Computer and information systems managers 0.00509807143098758 5275
241 3620 Physical therapist assistants and aides 0.000144968855857467 150
242 2060 Religious workers, all other 0.000764469099888374 791
243 4150 Hosts and hostesses, restaurant, lounge, and coffee shop 0.00030540105633973 316
244 4435 Other entertainment attendants and related workers 0.000224218497059548 232
245 9810 First-line enlisted military supervisors 0.000448436994119097 464
246 5330 Loan interviewers and clerks 0.0000618533784991858 64
247 520 Wholesale and retail buyers, except farm products 0.000804093920489415 832
248 6410 Painters and paperhangers 0.000922001923253488 954
249 2400 Archivists, curators, and museum technicians 0.000501592241266835 519
250 1410 Electrical and electronics engineers 0.00232046815275852 2401
251 3402 Paramedics 0.000850483954363804 880
252 8600 Power plant operators, distributors, and dispatchers 0.000451336371236246 467
253 4340 Animal trainers 0.00012950551123267 134
254 8130 Tool and die makers 0.000179761381263259 186
255 4350 Animal caretakers 0.000408812173518056 423
256 5630 Weighers, measurers, checkers, and samplers, recordkeeping 0.000318931482886427 330
257 3321 Cardiovascular technologists and technicians 0.000154633446247964 160
258 4110 Waiters and waitresses 0.00160142262770548 1657
259 9720 Refuse and recyclable material collectors 0.0000589540013820364 61
260 8610 Stationary engineers and boiler operators 0.000363388598682716 376
261 3245 Other therapists 0.00258044563426291 2670
262 4040 Bartenders 0.000335361286550273 347
263 1650 Other life scientists 0.00708607767431297 7332
264 2025 Other community and social service specialists 0.000991586974065072 1026
265 8320 Sewing machine operators 0.000480330142407739 497
266 102 Facilities managers 0.000553781029375522 573
267 2105 Judicial law clerks 0.00056344561976602 583
268 4521 Manicurists and pedicurists 0.000534451848594527 553
269 3250 Veterinarians 0.00243451031936639 2519
270 1400 Computer hardware engineers 0.00122933589767132 1272
271 1825 Other psychologists 0.00656998854746039 6798
272 6120 Forest and conservation workers 0.000078283182163032 81
273 1031 Web developers 0.000455202207392445 471
274 7510 Coin, vending, and amusement machine servicers and repairers 0.0000657192146553849 68
275 5510 Couriers and messengers 0.000295736465949232 306
276 7560 Riggers 0.0000183627217419458 19
277 3150 Occupational therapists 0.00276503931072141 2861
278 7950 Cutting, punching, and press machine setters, operators, and tenders, metal and plastic 0.000133371347388869 138
279 3649 Phlebotomists 0.000134337806427919 139
280 3515 Medical records specialists 0.00095679444865928 990
281 3647 Pharmacy aides 0.000182660758380408 189
282 6005 First-line supervisors of farming, fishing, and forestry workers 0.0000376919025229413 39
283 8620 Water and wastewater treatment plant and system operators 0.0000753838050458826 78
284 2015 Probation officers and correctional treatment specialists 0.000149801151052715 155
285 2180 Legal support workers, all other 0.000836953527817107 866
286 7020 Radio and telecommunications equipment installers and repairers 0.0000773167231239822 80
287 7905 Computer numerically controlled tool operators and programmers 0.0000947129858268782 98
288 640 Compensation, benefits, and job analysis specialists 0.000515122667813531 533
289 1240 Other mathematical science occupations 0.00122933589767132 1272
290 3802 Correctional officers and jailers 0.0000531552471477378 55
291 7040 Electric motor, power tool, and related repairers 0.000122740297959322 127
292 9141 Shuttle drivers and chauffeurs 0.000504491618383984 522
293 5140 Payroll and timekeeping clerks 0.000292837088832083 303
294 3655 Other healthcare support workers 0.00129408865328765 1339
295 3648 Veterinary assistants and laboratory animal caretakers 0.00008698131351448 90
296 8800 Packaging and filling machine operators and tenders 0.000223252038020499 231
297 2004 Mental health counselors 0.00220449306807254 2281
298 3424 Veterinary technologists and technicians 0.000384650697541811 398
299 930 Tax examiners and collectors, and revenue agents 0.0000463900338743893 48
300 7800 Bakers 0.00117231481436738 1213
301 2752 Musicians and singers 0.0015028438057224 1555
302 1821 Clinical and counseling psychologists 0.00082632247838756 855
303 9142 Taxi drivers 0.000979023006557425 1013
304 3160 Physical therapists 0.00581711695604061 6019
305 5165 Other financial clerks 0.0013066526207953 1352
306 3220 Respiratory therapists 0.000436839485650499 452
307 1600 Agricultural and food scientists 0.000427174895260002 442
308 4000 Chefs and head cooks 0.00104280930313471 1079
309 4820 Securities, commodities, and financial services sales agents 0.00131535075214675 1361
310 6515 Roofers 0.000254178727270091 263
311 425 Emergency management directors 0.0000637862965772853 66
312 101 Administrative services managers 0.000306367515378779 317
313 1440 Marine engineers and naval architects 0.000105344035256426 109
314 4055 Fast food and counter workers 0.000125639675076471 130
315 8465 Other textile, apparel, and furnishings workers 0.000052188788108688 54
316 3423 Surgical technologists 0.000139170101623168 144
317 2751 Music directors and composers 0.00039141591081516 405
318 8300 Laundry and dry-cleaning workers 0.000148834692013666 154
319 2050 Directors, religious activities and education 0.00095582798962023 989
320 2016 Social and human service assistants 0.000528653094360228 547
321 2825 Public relations specialists 0.00111239435394629 1151
322 7260 Miscellaneous vehicle and mobile equipment mechanics, installers, and repairers 0.0000309266892495929 32
323 3801 Bailiffs 0.0000570210833039369 59
324 6115 Fishing and hunting workers 0.0000202956398200453 21
325 4740 Counter and rental clerks 0.000373053189073214 386
326 960 Other financial specialists 0.000776066608356971 803
327 1900 Agricultural and food science technicians 0.000122740297959322 127
328 3330 Nuclear medicine technologists and medical dosimetrists 0.0000405912796400907 42
329 6660 Construction and building inspectors 0.000316032105769277 327
330 726 Fundraisers 0.000883343561691497 914
331 3820 Detectives and criminal investigators 0.00133661285100584 1383
332 3200 Radiation therapists 0.000180727840302308 187
333 2710 Producers and directors 0.000889142315925795 920
334 9430 Other transportation workers 0.0000763502640849324 79
335 5420 Other information and records clerks 0.000582774800547016 603
336 3960 Other protective service workers 0.000513189749735432 531
337 3610 Occupational therapy assistants and aides 0.0000724844279287333 75
338 8650 Crushing, grinding, polishing, mixing, and blending workers 0.000147868232974616 153
339 5350 Correspondence clerks and order clerks 0.000176862004146109 183
340 6530 Structural iron and steel workers 0.0000357589844448418 37
341 860 Insurance underwriters 0.0000966459039049777 100
342 845 Financial and investment analysts 0.00294576715102372 3048
343 2011 Child, family, and school social workers 0.000616600866913758 638
344 7010 Computer, automated teller, and office machine repairers 0.000321830860003576 333
345 3030 Dietitians and nutritionists 0.00312262915516983 3231
346 7430 Precision instrument and equipment repairers 0.000228084333215747 236
347 2805 Broadcast announcers and radio disc jockeys 0.0000289937711714933 30
348 1200 Actuaries 0.000637862965772853 660
349 8640 Chemical processing machine setters, operators, and tenders 0.000069585050811584 72
350 830 Credit analysts 0.000171063249911811 177
351 8500 Cabinetmakers and bench carpenters 0.0000628198375382355 65
352 2865 Media and communication workers, all other 0.000134337806427919 139
353 1305 Architects, except landscape and naval 0.00185656781401462 1921
354 500 Agents and business managers of artists, performers, and athletes 0.00056537853784412 585
355 1545 Other drafters 0.000358556303487467 371
356 8350 Tailors, dressmakers, and sewers 0.000441671780845748 457
357 3601 Home health aides 0.000453269289314346 469
358 1860 Other social scientists 0.000628198375382355 650
359 6825 Surface mining machine operators and earth drillers 0.000142069478740317 147
360 9630 Machine feeders and offbearers 0.000155599905287014 161
361 9410 Transportation inspectors 0.00026191039958249 271
362 2634 Graphic designers 0.00153860279016725 1592
363 4252 Tree trimmers and pruners 0.0000647527556163351 67
364 7540 Locksmiths and safe repairers 0.00004349065675724 45
365 4830 Travel agents 0.000404946337361857 419
366 1700 Astronomers and physicists 0.000123706756998372 128
367 3324 Magnetic resonance imaging technologists 0.000445537617001947 461
368 4525 Other personal appearance workers 0.0000773167231239822 80
369 7100 Other electrical and electronic equipment mechanics, installers, and repairers 0.000124673216037421 129
370 6250 Cement masons, concrete finishers, and terrazzo workers 0.0000512223290696382 53
371 3940 Crossing guards and flaggers 0.000420409681986653 435
372 1420 Environmental engineers 0.000158499282404164 164
373 8255 Printing press operators 0.000297669384027331 308
374 9825 Military enlisted tactical operations and air/weapons specialists and crew members 0.000159465741443213 165
375 7855 Food processing workers, all other 0.000190392430692806 197
376 9050 Flight attendants 0.000460034502587694 476
377 3140 Audiologists 0.000342126499823621 354
378 6130 Logging workers 0.0000318931482886427 33
379 5310 Interviewers, except eligibility and loan 0.000466799715861043 483
380 9240 Railroad conductors and yardmasters 0.000183627217419458 190
381 1910 Biological technicians 0.0000976123629440275 101
382 940 Tax preparers 0.000977090088479325 1011
383 9650 Pumping station operators 0.0000135304265466969 14
384 5530 Meter readers, utilities 0.000052188788108688 54
385 3261 Acupuncturists 0.000309266892495929 320
386 8250 Prepress technicians and workers 0.000244514136879594 253
387 2013 Mental health and substance abuse social workers 0.00034599233597982 358
388 3646 Medical transcriptionists 0.000237748923606245 246
389 9800 Military officer special and tactical operations leaders 0.000290904170753983 301
390 3110 Physician assistants 0.00601814043616296 6227
391 510 Buyers and purchasing agents, farm products 0.000144968855857467 150
392 4420 Ushers, lobby attendants, and ticket takers 0.0000541217061867875 56
393 6220 Brickmasons, blockmasons, stonemasons, and reinforcing iron and rebar workers 0.000263843317660589 273
394 3945 Transportation security screeners 0.000158499282404164 164
395 5320 Library assistants, clerical 0.000482263060485839 499
396 4330 Supervisors of personal care and service workers 0.00017396262702896 180
397 4522 Skincare specialists 0.000312166269613078 323
398 5300 Hotel, motel, and resort desk clerks 0.000245480595918643 254
399 5020 Telephone operators 0.000127572593154571 132
400 4140 Dishwashers 0.000233883087450046 242
401 3040 Optometrists 0.00103797700793946 1074
402 1640 Conservation scientists and foresters 0.000345025876940771 357
403 1822 School psychologists 0.000730643033521632 756
404 1350 Chemical engineers 0.000471632011056291 488
405 1032 Web and digital interface designers 0.000506424536462083 524
406 4900 Models, demonstrators, and product promoters 0.000288971252675883 299
407 60 Public relations and fundraising managers 0.000465833256821993 482
408 3422 Psychiatric technicians 0.000247413513996743 256
409 8830 Photographic process workers and processing machine operators 0.0000724844279287333 75
410 6460 Plasterers and stucco masons 0.0000280273121324435 29
411 2721 Athletes and sports competitors 0.0000318931482886427 33
412 2861 Interpreters and translators 0.000722911361209234 748
413 4940 Telemarketers 0.000276407285168236 286
414 8750 Jewelers and precious stone and metal workers 0.0000193291807809955 20
415 3210 Recreational therapists 0.000158499282404164 164
416 5920 Statistical assistants 0.000278340203246336 288
417 6400 Insulation workers 0.000163331577599412 169
418 2631 Commercial and industrial designers 0.000078283182163032 81
419 5230 Credit authorizers, checkers, and clerks 0.0000115975084685973 12
420 2440 Library technicians 0.000101478199100227 105
421 5040 Communications equipment operators, all other 0.0000773167231239822 80
422 1520 Petroleum, mining and geological engineers, including mining safety engineers 0.000331495450394074 343
423 4930 Sales engineers 0.0000241614759762444 25
424 2755 Disc jockeys, except radio 0.0000231950169371947 24
425 5360 Human resources assistants, except payroll and timekeeping 0.000235816005528146 244
426 360 Natural sciences managers 0.000119840920842172 124
427 1005 Computer and information research scientists 0.000461000961626744 477
428 3946 School bus monitors 0.0000541217061867875 56
429 2920 Television, video, and film camera operators and editors 0.0000831154773582809 86
430 3120 Podiatrists 0.000445537617001947 461
431 2632 Fashion designers 0.000588573554781315 609
432 1306 Landscape architects 0.00026191039958249 271
433 1840 Urban and regional planners 0.000387550074658961 401
434 1340 Biomedical and agricultural engineers 0.000224218497059548 232
435 2770 Entertainers and performers, sports and related workers, all other 0.0000657192146553849 68
436 900 Financial examiners 0.00025901102246534 268
437 1800 Economists 0.000192325348770906 199
438 4530 Baggage porters, bellhops, and concierges 0.000183627217419458 190
439 2700 Actors 0.000467766174900092 484
440 8450 Upholsterers 0.000155599905287014 161
441 2723 Umpires, referees, and other sports officials 0.0000802161002411315 83
442 8850 Adhesive bonding machine operators and tenders 0.00026191039958249 271