{"job_category":"Kindergarten and earlier school teachers","percentage_male":2.3}
{"job_category":"Dental hygenists","percentage_male":2.6}
{"job_category":"Secretaries","percentage_male":4.7}
{"job_category":"Speech therapists","percentage_male":5.3}
{"job_category":"Dental assistants","percentage_male":5.4}
{"job_category":"Child care workers","percentage_male":7.5}
{"job_category":"Registered nurses","percentage_male":9.4}
{"job_category":"Licensed practical nurses","percentage_male":9.6}
{"job_category":"Receptionists","percentage_male":9.7}
{"job_category":"Dietitians and nutritionists","percentage_male":10.3}
{"job_category":"Hairdressers and cosmetologists","percentage_male":10.3}
{"job_category":"Payroll and timekeeping clerks","percentage_male":11}
{"job_category":"Health record tech specialists","percentage_male":11.2}
{"job_category":"Billing clerks and related financial records processing","percentage_male":11.5}
{"job_category":"Housekeepers, maids, butlers, stewards, and lodging quarters cleaners","percentage_male":11.7}
{"job_category":"Occupational therapists","percentage_male":11.9}
{"job_category":"Health aides, except nursing","percentage_male":12.4}
{"job_category":"Bookkeepers and accounting and auditing clerks","percentage_male":12.8}
{"job_category":"Typists","percentage_male":14.1}
{"job_category":"Nursing aides, orderlies, and attendants","percentage_male":14.5}
{"job_category":"Special education teachers","percentage_male":16}
{"job_category":"Human resources clerks, except payroll and timekeeping","percentage_male":16.2}
{"job_category":"Records clerks","percentage_male":16.2}
{"job_category":"General office clerks","percentage_male":17.3}
{"job_category":"Librarians","percentage_male":18.1}
{"job_category":"Social workers","percentage_male":19.1}
{"job_category":"Legal assistants, paralegals, legal support, etc","percentage_male":19.2}
{"job_category":"Bank tellers","percentage_male":19.6}
{"job_category":"Dancers","percentage_male":20.4}
{"job_category":"Therapists","percentage_male":20.9}
{"job_category":"Primary school teachers","percentage_male":20.9}
{"job_category":"Eligibility clerks for government programs; social welfare","percentage_male":21}
{"job_category":"Library assistants","percentage_male":21.1}
{"job_category":"Data entry keyers","percentage_male":21.3}
{"job_category":"File clerks","percentage_male":22.9}
{"job_category":"Telephone operators","percentage_male":23}
{"job_category":"Administrative support jobs","percentage_male":23.4}
{"job_category":"Teachers","percentage_male":23.9}
{"job_category":"Interviewers, enumerators, and surveyors","percentage_male":24.1}
{"job_category":"Dressmakers and seamstresses","percentage_male":24.6}
{"job_category":"Dental laboratory and medical appliance technicians","percentage_male":25}
{"job_category":"Personal service occupations","percentage_male":25.6}
{"job_category":"Textile sewing machine operators","percentage_male":26}
{"job_category":"Clinical laboratory technologies and technicians","percentage_male":26.2}
{"job_category":"Proofreaders","percentage_male":26.5}
{"job_category":"Cashiers","percentage_male":26.8}
{"job_category":"Sales demonstrators / promoters / models","percentage_male":27}
{"job_category":"Insurance adjusters, examiners, and investigators","percentage_male":27.4}
{"job_category":"Waiter/waitress","percentage_male":28.6}
{"job_category":"Psychologists","percentage_male":29.4}
{"job_category":"Radiologic tech specialists","percentage_male":29.5}
{"job_category":"Vocational and educational counselors","percentage_male":29.6}
{"job_category":"Animal caretakers except on farms","percentage_male":29.9}
{"job_category":"Personnel, HR, training, and labor relations specialists","percentage_male":30.1}
{"job_category":"Managers of medicine and health occupations","percentage_male":30.2}
{"job_category":"Bill and account collectors","percentage_male":30.2}
{"job_category":"Optical goods workers","percentage_male":30.6}
{"job_category":"Graders and sorters of agricultural products","percentage_male":31}
{"job_category":"Physical therapists","percentage_male":31.1}
{"job_category":"Physicians' assistants","percentage_male":32}
{"job_category":"Managers of service organizations","percentage_male":32.3}
{"job_category":"Winding and twisting textile/apparel operatives","percentage_male":32.6}
{"job_category":"Insurance underwriters","percentage_male":32.9}
{"job_category":"Welfare service aides","percentage_male":33.4}
{"job_category":"Customer service reps, investigators and adjusters, except insurance","percentage_male":33.5}
{"job_category":"Transportation ticket and reservation agents","percentage_male":33.7}
{"job_category":"Hotel clerks","percentage_male":34}
{"job_category":"Respiratory therapists","percentage_male":34.6}
{"job_category":"Managers in education and related fields","percentage_male":35.2}
{"job_category":"Pressing machine operators (clothing)","percentage_male":35.8}
{"job_category":"Archivists and curators","percentage_male":36.9}
{"job_category":"Recreation workers","percentage_male":37.2}
{"job_category":"Kitchen workers","percentage_male":37.2}
{"job_category":"Office supervisors","percentage_male":38.6}
{"job_category":"Art/entertainment performers and related","percentage_male":38.9}
{"job_category":"Office machine operators","percentage_male":39.7}
{"job_category":"Bartenders","percentage_male":39.7}
{"job_category":"Statistical clerks","percentage_male":39.9}
{"job_category":"Batch food makers","percentage_male":40.1}
{"job_category":"Accountants and auditors","percentage_male":40.4}
{"job_category":"Knitters, loopers, and toppers textile operatives","percentage_male":40.5}
{"job_category":"Human resources and labor relations managers","percentage_male":40.6}
{"job_category":"Technical writers","percentage_male":40.6}
{"job_category":"Public transportation attendants and inspectors","percentage_male":40.6}
{"job_category":"Correspondence and order clerks","percentage_male":40.9}
{"job_category":"Crossing guards and bridge tenders","percentage_male":40.9}
{"job_category":"Writers and authors","percentage_male":41}
{"job_category":"Supervisors of personal service jobs","percentage_male":41.5}
{"job_category":"Laundry workers","percentage_male":42.1}
{"job_category":"Secondary school teachers","percentage_male":42.5}
{"job_category":"Social scientists","percentage_male":43.4}
{"job_category":"Management support occupations","percentage_male":43.9}
{"job_category":"Veterinarians","percentage_male":44}
{"job_category":"Packers, fillers, and wrappers","percentage_male":44.2}
{"job_category":"Packers and packagers by hand","percentage_male":44.3}
{"job_category":"Dispatchers","percentage_male":44.6}
{"job_category":"Bakers","percentage_male":45.1}
{"job_category":"Other telecom operators","percentage_male":45.2}
{"job_category":"Economists, market researchers, and survey researchers","percentage_male":46}
{"job_category":"Waiter's assistant","percentage_male":46.3}
{"job_category":"Real estate sales occupations","percentage_male":46.4}
{"job_category":"Door-to-door sales, street sales, and news vendors","percentage_male":46.5}
{"job_category":"Designers","percentage_male":46.6}
{"job_category":"Buyers, wholesale and retail trade","percentage_male":46.7}
{"job_category":"Pharmacists","percentage_male":46.7}
{"job_category":"Financial managers","percentage_male":47.4}
{"job_category":"Protective services","percentage_male":47.5}
{"job_category":"Postal clerks, excluding mail carriers","percentage_male":47.6}
{"job_category":"Advertising and related sales jobs","percentage_male":48.4}
{"job_category":"Retail sales clerks","percentage_male":49.1}
{"job_category":"Photographic process workers","percentage_male":49.2}
{"job_category":"Managers of properties and real estate","percentage_male":49.7}
{"job_category":"Computer and peripheral equipment operators","percentage_male":50.2}
{"job_category":"Guides","percentage_male":50.3}
{"job_category":"Purchasing managers, agents and buyers","percentage_male":50.5}
{"job_category":"Subject instructors (high school/college)","percentage_male":50.8}
{"job_category":"Mathematicians and mathematical scientists","percentage_male":51.1}
{"job_category":"Misc food prep workers","percentage_male":51.1}
{"job_category":"Ushers","percentage_male":51.1}
{"job_category":"Weighers, measurers, and checkers","percentage_male":51.9}
{"job_category":"Medical scientists","percentage_male":52}
{"job_category":"Managers and specialists in marketing, advertising, public relations","percentage_male":52.1}
{"job_category":"Photographers","percentage_male":52.1}
{"job_category":"Cementing and gluing maching operators","percentage_male":52.2}
{"job_category":"Mail clerks, outside of post office","percentage_male":52.3}
{"job_category":"Inspectors and compliance officers, outside construction","percentage_male":52.4}
{"job_category":"Insurance sales occupations","percentage_male":53.7}
{"job_category":"Misc textile machine operators","percentage_male":53.8}
{"job_category":"Bus drivers","percentage_male":54.1}
{"job_category":"Mail and paper handlers","percentage_male":54.4}
{"job_category":"Other financial specialists","percentage_male":54.6}
{"job_category":"Managers of food-serving and lodging establishments","percentage_male":54.7}
{"job_category":"Machine feeders and offbearers","percentage_male":54.8}
{"job_category":"Recreation facility attendants","percentage_male":55.1}
{"job_category":"Editors and reporters","percentage_male":55.2}
{"job_category":"Urban and regional planners","percentage_male":55.8}
{"job_category":"Health technologists and technicians","percentage_male":56.3}
{"job_category":"Biological technicians","percentage_male":56.3}
{"job_category":"Business and promotion agents","percentage_male":56.4}
{"job_category":"Biological scientists","percentage_male":56.6}
{"job_category":"Operations and systems researchers and analysts","percentage_male":57.8}
{"job_category":"Art makers","percentage_male":58}
{"job_category":"Engravers","percentage_male":58}
{"job_category":"Material recording, scheduling, production, planning, expediting clerks","percentage_male":58.5}
{"job_category":"Management analysts","percentage_male":58.7}
{"job_category":"Physical scientists","percentage_male":58.7}
{"job_category":"Optometrists","percentage_male":58.7}
{"job_category":"Bookbinders","percentage_male":58.8}
{"job_category":"Other health and therapy","percentage_male":58.9}
{"job_category":"Cooks, variously defined","percentage_male":58.9}
{"job_category":"Supervisors and proprietors of sales jobs","percentage_male":59.7}
{"job_category":"Chemists","percentage_male":60.6}
{"job_category":"Athletes, sports instructors, and officials","percentage_male":61}
{"job_category":"Assemblers of electrical equipment","percentage_male":61.2}
{"job_category":"Actors, directors, producers","percentage_male":61.6}
{"job_category":"Mail carriers for postal service","percentage_male":61.9}
{"job_category":"Actuaries","percentage_male":62.6}
{"job_category":"Graders and sorters in manufacturing","percentage_male":63.3}
{"job_category":"Roasting and baking machine operators (food)","percentage_male":64.2}
{"job_category":"Lawyers","percentage_male":64.5}
{"job_category":"Stock and inventory clerks","percentage_male":64.5}
{"job_category":"Inspectors of agricultural products","percentage_male":64.5}
{"job_category":"Shoe repairers","percentage_male":64.9}
{"job_category":"Physicians","percentage_male":65}
{"job_category":"Supervisors of cleaning and building service","percentage_male":65.8}
{"job_category":"Musician or composer","percentage_male":66.3}
{"job_category":"Salespersons","percentage_male":66.3}
{"job_category":"Paper folding machine operators","percentage_male":67.3}
{"job_category":"Janitors","percentage_male":68.4}
{"job_category":"Geologists","percentage_male":68.8}
{"job_category":"Purchasing agents and buyers, of farm products","percentage_male":68.9}
{"job_category":"Chemical technicians","percentage_male":68.9}
{"job_category":"Textile cutting machine operators","percentage_male":69.4}
{"job_category":"Financial services sales occupations","percentage_male":69.9}
{"job_category":"Agricultural and food scientists","percentage_male":70.3}
{"job_category":"Shipping and receiving clerks","percentage_male":70.5}
{"job_category":"Managers and administrators","percentage_male":70.9}
{"job_category":"Clergy and religious workers","percentage_male":71.7}
{"job_category":"Machine operators","percentage_male":71.7}
{"job_category":"Computer systems analysts and computer scientists","percentage_male":72.2}
{"job_category":"Engineering technicians","percentage_male":72.3}
{"job_category":"Other law enforcement","percentage_male":73.1}
{"job_category":"Dentists","percentage_male":73.6}
{"job_category":"Atmospheric and space scientists","percentage_male":75.4}
{"job_category":"Furniture and wood finishers","percentage_male":75.5}
{"job_category":"Slicing and cutting machine operators","percentage_male":75.7}
{"job_category":"Supervisors of guards","percentage_male":75.8}
{"job_category":"Motion picture projectionists","percentage_male":76}
{"job_category":"Chief executives and public administrators","percentage_male":76.1}
{"job_category":"Butchers and meat cutters","percentage_male":76.1}
{"job_category":"Typesetters and compositors","percentage_male":76.2}
{"job_category":"Air traffic controllers","percentage_male":76.9}
{"job_category":"Other science technicians","percentage_male":77.1}
{"job_category":"Architects","percentage_male":77.8}
{"job_category":"Precision makers, repairers, and smiths","percentage_male":77.8}
{"job_category":"Upholsterers","percentage_male":78.1}
{"job_category":"Rollers, roll hands, and finishers of metal","percentage_male":78.3}
{"job_category":"Funeral directors","percentage_male":78.4}
{"job_category":"Computer software developers","percentage_male":78.5}
{"job_category":"Barbers","percentage_male":78.8}
{"job_category":"Wood lathe, routing, and planing machine operators","percentage_male":78.8}
{"job_category":"Physicists and astronomers","percentage_male":79.1}
{"job_category":"Farm workers","percentage_male":79.1}
{"job_category":"Industrial engineers","percentage_male":79.2}
{"job_category":"Guards, watchmen, doorkeepers","percentage_male":79.2}
{"job_category":"Production helpers","percentage_male":79.5}
{"job_category":"Announcers","percentage_male":79.9}
{"job_category":"Supervisors of motor vehicle transportation","percentage_male":80.9}
{"job_category":"Foresters and conservation scientists","percentage_male":81}
{"job_category":"Podiatrists","percentage_male":81.8}
{"job_category":"Messengers","percentage_male":81.8}
{"job_category":"Police, detectives, and private investigators","percentage_male":82.2}
{"job_category":"Drafters","percentage_male":82.3}
{"job_category":"Production supervisors or foremen","percentage_male":82.3}
{"job_category":"Laborers outside construction","percentage_male":82.3}
{"job_category":"Garage and service station related occupations","percentage_male":82.4}
{"job_category":"Molders, and casting machine operators","percentage_male":82.6}
{"job_category":"Petroleum, mining, and geological engineers","percentage_male":83.2}
{"job_category":"Baggage porters","percentage_male":83.2}
{"job_category":"Punching and stamping press operatives","percentage_male":83.3}
{"job_category":"Freight, stock, and materials handlers","percentage_male":83.4}
{"job_category":"Metallurgical and materials engineers, variously phrased","percentage_male":84.6}
{"job_category":"Extruding and forming machine operators","percentage_male":84.7}
{"job_category":"Surveyors, cartographers, mapping scientists and technicians","percentage_male":85.1}
{"job_category":"Vehicle washers and equipment cleaners","percentage_male":85.2}
{"job_category":"Taxi cab drivers and chauffeurs","percentage_male":85.3}
{"job_category":"Chemical engineers","percentage_male":86}
{"job_category":"Farmers (owners and tenants)","percentage_male":86.4}
{"job_category":"Military","percentage_male":86.9}
{"job_category":"Not-elsewhere-classified engineers","percentage_male":87.2}
{"job_category":"Mixing and blending machine operatives","percentage_male":87.2}
{"job_category":"Elevator operators","percentage_male":87.7}
{"job_category":"Nail and tacking machine operators (woodworking)","percentage_male":87.8}
{"job_category":"Civil engineers","percentage_male":87.9}
{"job_category":"Broadcast equipment operators","percentage_male":88}
{"job_category":"Aerospace engineer","percentage_male":88.1}
{"job_category":"Construction inspectors","percentage_male":88.5}
{"job_category":"Repairers of data processing equipment","percentage_male":88.6}
{"job_category":"Painting machine operators","percentage_male":89.1}
{"job_category":"Meter readers","percentage_male":89.3}
{"job_category":"Hand molders and shapers, except jewelers","percentage_male":89.6}
{"job_category":"Parking lot attendants","percentage_male":89.8}
{"job_category":"Insulation workers","percentage_male":90.2}
{"job_category":"Garbage and recyclable material collectors","percentage_male":90.2}
{"job_category":"Separating, filtering, and clarifying machine operators","percentage_male":90.3}
{"job_category":"Electrical engineer","percentage_male":90.7}
{"job_category":"Timber, logging, and forestry workers","percentage_male":90.8}
{"job_category":"Sawing machine operators and sawyers","percentage_male":90.8}
{"job_category":"Telecom and line installers and repairers","percentage_male":91.6}
{"job_category":"Other woodworking machine operators","percentage_male":91.6}
{"job_category":"Supervisors of mechanics and repairers","percentage_male":92}
{"job_category":"Mechanical engineers","percentage_male":92.2}
{"job_category":"Furnace, kiln, and oven operators, apart from food","percentage_male":92.3}
{"job_category":"Airplane pilots and navigators","percentage_male":92.5}
{"job_category":"Explosives workers","percentage_male":92.5}
{"job_category":"Helpers, constructions","percentage_male":93.1}
{"job_category":"Repairers of electrical equipment","percentage_male":93.2}
{"job_category":"Repairers of mechanical controls and valves","percentage_male":93.2}
{"job_category":"Programmers of numerically controlled machine tools","percentage_male":93.5}
{"job_category":"Other plant and system operators","percentage_male":93.5}
{"job_category":"Painters, construction and maintenance","percentage_male":93.6}
{"job_category":"Welders and metal cutters","percentage_male":94}
{"job_category":"Railroad conductors and yardmasters","percentage_male":94}
{"job_category":"Truck, delivery, and tractor drivers","percentage_male":94.2}
{"job_category":"Locomotive operators (engineers and firemen)","percentage_male":94.3}
{"job_category":"Ship crews and marine engineers","percentage_male":94.3}
{"job_category":"Gardeners and groundskeepers","percentage_male":94.4}
{"job_category":"Fishers, hunters, and kindred","percentage_male":94.6}
{"job_category":"Cabinetmakers and bench carpenters","percentage_male":94.8}
{"job_category":"Sales engineers","percentage_male":94.9}
{"job_category":"Supervisors of agricultural occupations","percentage_male":94.9}
{"job_category":"Misc material moving occupations","percentage_male":95.1}
{"job_category":"Fire fighting, prevention, and inspection","percentage_male":95.2}
{"job_category":"Locksmiths and safe repairers","percentage_male":95.2}
{"job_category":"Pest control occupations","percentage_male":95.4}
{"job_category":"Power plant operators","percentage_male":95.4}
{"job_category":"Machinists","percentage_male":95.6}
{"job_category":"Aircraft mechanics","percentage_male":95.8}
{"job_category":"Mechanics and repairers","percentage_male":96}
{"job_category":"Water and sewage treatment plant operators","percentage_male":96}
{"job_category":"Crane, derrick, winch, and hoist operators","percentage_male":96.5}
{"job_category":"Plant and system operators, stationary engineers","percentage_male":96.6}
{"job_category":"Helpers, surveyors","percentage_male":96.6}
{"job_category":"Industrial machinery repairers","percentage_male":96.7}
{"job_category":"Tool and die makers and die setters","percentage_male":96.7}
{"job_category":"Miners","percentage_male":96.8}
{"job_category":"Supervisors of construction work","percentage_male":96.9}
{"job_category":"Auto body repairers","percentage_male":97.1}
{"job_category":"Repairers of industrial electrical equipment","percentage_male":97.1}
{"job_category":"Sheet metal duct installers","percentage_male":97.1}
{"job_category":"Construction trades","percentage_male":97.1}
{"job_category":"Machinery maintenance occupations","percentage_male":97.2}
{"job_category":"Paving, surfacing, and tamping equipment operators","percentage_male":97.2}
{"job_category":"Construction laborers","percentage_male":97.2}
{"job_category":"Drywall installers","percentage_male":97.6}
{"job_category":"Glaziers","percentage_male":97.7}
{"job_category":"Repairers of household appliances and power tools","percentage_male":97.9}
{"job_category":"Small engine repairers","percentage_male":98.1}
{"job_category":"Millwrights","percentage_male":98.2}
{"job_category":"Electricians","percentage_male":98.2}
{"job_category":"Electric power installers and repairers","percentage_male":98.2}
{"job_category":"Structural metal workers","percentage_male":98.2}
{"job_category":"Other mining occupations","percentage_male":98.2}
{"job_category":"Forge and hammer operators","percentage_male":98.2}
{"job_category":"Excavating and loading machine operators","percentage_male":98.2}
{"job_category":"Carpenters","percentage_male":98.3}
{"job_category":"Automobile mechanics","percentage_male":98.4}
{"job_category":"Operating engineers of construction equipment","percentage_male":98.4}
{"job_category":"Masons, tilers, and carpet installers","percentage_male":98.5}
{"job_category":"Elevator installers and repairers","percentage_male":98.6}
{"job_category":"Plasterers","percentage_male":98.7}
{"job_category":"Plumbers, pipe fitters, and steamfitters","percentage_male":98.7}
{"job_category":"Heavy equipment and farm equipment mechanics","percentage_male":98.8}
{"job_category":"Heating, air conditioning, and refigeration mechanics","percentage_male":98.9}
{"job_category":"Bus, truck, and stationary engine mechanics","percentage_male":99}
{"job_category":"Roofers and slaters","percentage_male":99}
{"job_category":"Drillers of oil wells","percentage_male":99.2}
{"job_category":"Concrete and cement workers","percentage_male":99.3}
{"job_category":"Drillers of earth","percentage_male":99.6}
{"job_category":"Boilermakers","percentage_male":99.8}