Question
The data set in the spreadsheet consists of 599 records that you will be analyzing from the Bureau of Labor Statistics. The data set contains
The data set in the spreadsheet consists of 599 records that you will be analyzing from the Bureau of Labor Statistics. The data set contains a listing of several jobs titles with yearly salaries ranging from approximately $30,000 to $200,000 for the state of Minnesota. The Excel spreadsheet contains six tabs. The first tab, labeled "data," requires you to calculate the mean, standard deviation, and sample size using the correct Excel formulas. The next five tabs contain questions for you to complete. Ensure that you are completely answering all questions with steps shown, explanations, and correct formatting. 1. Discuss the importance of constructing confidence intervals for the population mean by answering these questions.
a. What are confidence intervals?
b. What is a point estimate?
c. What is the best point estimate for the population mean? Explain.
d. Why do we need confidence intervals?
2. Using the data from the 'Data' tab in this workbook, construct a95%confidence interval for the population mean. Assume that your data is normally distributed and is unknown. Include a statement that correctly interprets the confidence interval in context of the scenario.
Hint: Use the sample mean and sample standard deviation from Deliverable 1. Do NOT copy and paste the values. Instead, use cell referencing to use the unrounded values.Calculate all of the values needed to create this confidence interval to the right.Below, include a breakdown of the steps, include formulas, and correctly interpret the solution in context of the scenario with the correct units..
3. Using the data from the 'Data' tab in this workbook, construct a99%confidence interval for the population mean. Assume that your data is normally distributed and is unknown. Include a statement that correctly interprets the confidence interval in context of the scenario.
Hint: Use the sample mean and sample standard deviation from Deliverable 1. Do NOT copy and paste the values. Instead, use cell referencing to use the unrounded values.Calculate all of the values needed to create this confidence interval to the right.Below, include a breakdown of the steps, include formulas, and correctly interpret the solution in context of the scenario with the correct units.
4. Compare your answers for Question 2 and 3. Notice that the 99% confidence interval is wider.
a. What is the advantage of using a wider confidence interval?b. Why would you not always use the 99% confidence interval? Explain with an example.
5. We want to estimate the mean salary in Minnesota.
a. How many jobs must be randomly selected for their respective mean salaries if we want 99% confidence that the sample mean is within $2000 of the population mean. Assume that a previous sample provided a population standard deviation of $18,000.
Show your calculations using Excel functions in the area to the right of this text box and answer the problem with explanations below.b. Is the current sample size of 599 in the data set in our Excel workbook large enough? Explain.
Accountants and Auditors | 76,130 | ||||
Actuaries | 112,030 | ||||
Acupuncturists and Healthcare Diagnosing or Treating Practitioners, All Other | 80,390 | Calculations/Values | Formulas/Answers | ||
Adhesive Bonding Machine Operators and Tenders | 39,460 | Mean | |||
Administrative Law Judges, Adjudicators, and Hearing Officers | 114,760 | Standard Deviation | |||
Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors | 58,860 | n | |||
Advertising and Promotions Managers | 122,770 | ||||
Advertising Sales Agents | 51,930 | ||||
Aerospace Engineers | 115,910 | ||||
Agents and Business Managers of Artists, Performers, and Athletes | 65,160 | ||||
Agricultural and Food Science Technicians | 43,580 | ||||
Agricultural Equipment Operators | 38,540 | ||||
Agricultural Inspectors | 59,800 | ||||
Agricultural Sciences Teachers, Postsecondary | 100,480 | ||||
Agricultural Workers, All Other | 37,230 | ||||
Air Traffic Controllers | 141,410 | ||||
Aircraft Cargo Handling Supervisors | 55,100 | ||||
Aircraft Mechanics and Service Technicians | 79,080 | ||||
Aircraft Service Attendants and Transportation Workers, All Other | 31,380 | ||||
Animal Caretakers | 30,980 | ||||
Animal Control Workers | 45,440 | ||||
Animal Scientists | 70,410 | ||||
Animal Trainers | 39,580 | ||||
Anthropologists and Archeologists | 74,440 | ||||
Anthropology and Archeology Teachers, Postsecondary | 84,040 | ||||
Architects, Except Landscape and Naval | 100,650 | ||||
Architectural and Civil Drafters | 57,170 | ||||
Architectural and Engineering Managers | 152,910 | ||||
Architecture and Engineering Occupations | 84,810 | ||||
Archivists | 47,820 | ||||
Area, Ethnic, and Cultural Studies Teachers, Postsecondary | 86,380 | ||||
Art Directors | 111,960 | ||||
Art, Drama, and Music Teachers, Postsecondary | 101,350 | ||||
Artists and Related Workers, All Other | 47,680 | ||||
Arts, Design, Entertainment, Sports, and Media Occupations | 57,790 | ||||
Athletes and Sports Competitors | 164,800 | ||||
Athletic Trainers | 53,660 | ||||
Atmospheric and Space Scientists | 87,970 | ||||
Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary | 87,730 | ||||
Audio and Video Technicians | 49,970 | ||||
Audiologists | 89,780 | ||||
Audiovisual Equipment Installers and Repairers | 52,730 | ||||
Automotive Body and Related Repairers | 51,390 | ||||
Automotive Glass Installers and Repairers | 44,420 | ||||
Automotive Service Technicians and Mechanics | 46,780 | ||||
Avionics Technicians | 66,350 | ||||
Bailiffs | 52,770 | ||||
Bakers | 33,750 | ||||
Barbers | 42,630 | ||||
Bicycle Repairers | 33,250 | ||||
Bill and Account Collectors | 43,090 | ||||
Billing and Posting Clerks | 43,790 | ||||
Bioengineers and Biomedical Engineers | 110,240 | ||||
Biological Science Teachers, Postsecondary | 84,010 | ||||
Biological Scientists, All Other | 75,860 | ||||
Biological Technicians | 46,510 | ||||
Boilermakers | 85,170 | ||||
Bookkeeping, Accounting, and Auditing Clerks | 44,960 | ||||
Brickmasons and Blockmasons | 71,450 | ||||
Bridge and Lock Tenders | 62,060 | ||||
Broadcast Announcers and Radio Disc Jockeys | 33,510 | ||||
Broadcast Technicians | 40,130 | ||||
Brokerage Clerks | 56,660 | ||||
Budget Analysts | 81,270 | ||||
Building and Grounds Cleaning and Maintenance Occupations | 35,320 | ||||
Bus and Truck Mechanics and Diesel Engine Specialists | 53,700 | ||||
Bus Drivers, Transit and Intercity | 44,050 | ||||
Business and Financial Operations Occupations | 80,310 | ||||
Business Teachers, Postsecondary | 111,630 | ||||
Butchers and Meat Cutters | 35,790 | ||||
Buyers and Purchasing Agents | 71,920 | ||||
Cabinetmakers and Bench Carpenters | 42,620 | ||||
Calibration Technologists and Technicians and Engineering Technologists and Technicians, Except Drafters, All Other | 62,510 | ||||
Camera and Photographic Equipment Repairers | 46,030 | ||||
Camera Operators, Television, Video, and Film | 52,340 | ||||
Captains, Mates, and Pilots of Water Vessels | 76,860 | ||||
Cardiovascular Technologists and Technicians | 66,690 | ||||
Career/Technical Education Teachers, Middle School | 72,630 | ||||
Career/Technical Education Teachers, Postsecondary | 72,500 | ||||
Career/Technical Education Teachers, Secondary School | 64,540 | ||||
Cargo and Freight Agents | 56,250 | ||||
Carpenters | 54,990 | ||||
Carpet Installers | 60,830 | ||||
Cartographers and Photogrammetrists | 70,720 | ||||
Cement Masons and Concrete Finishers | 56,900 | ||||
Chefs and Head Cooks | 54,750 | ||||
Chemical Engineers | 107,610 | ||||
Chemical Equipment Operators and Tenders | 44,960 | ||||
Chemical Plant and System Operators | 53,320 | ||||
Chemical Technicians | 54,230 | ||||
Chemistry Teachers, Postsecondary | 83,350 | ||||
Chemists | 87,960 | ||||
Chief Executives | 198,110 | ||||
Child, Family, and School Social Workers | 57,570 | ||||
Chiropractors | 93,540 | ||||
Choreographers | 47,290 | ||||
Civil Engineering Technologists and Technicians | 67,790 | ||||
Civil Engineers | 95,620 | ||||
Claims Adjusters, Examiners, and Investigators | 70,430 | ||||
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders | 36,990 | ||||
Clergy | 50,670 | ||||
Clinical Laboratory Technologists and Technicians | 59,840 | ||||
Clinical, Counseling, and School Psychologists | 85,560 | ||||
Coaches and Scouts | 42,850 | ||||
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders | 43,680 | ||||
Coil Winders, Tapers, and Finishers | 37,000 | ||||
Coin, Vending, and Amusement Machine Servicers and Repairers | 46,130 | ||||
Commercial and Industrial Designers | 76,570 | ||||
Commercial Pilots | 111,690 | ||||
Communications Equipment Operators, All Other | 51,000 | ||||
Communications Teachers, Postsecondary | 69,300 | ||||
Community and Social Service Occupations | 52,300 | ||||
Community and Social Service Specialists, All Other | 48,220 | ||||
Community Health Workers | 44,260 | ||||
Compensation and Benefits Managers | 121,640 | ||||
Compensation, Benefits, and Job Analysis Specialists | 75,190 | ||||
Compliance Officers | 84,510 | ||||
Computer and Information Research Scientists | 133,340 | ||||
Computer and Information Systems Managers | 152,080 | ||||
Computer and Mathematical Occupations | 94,570 | ||||
Computer Hardware Engineers | 114,120 | ||||
Computer Network Architects | 126,050 | ||||
Computer Network Support Specialists | 71,410 | ||||
Computer Numerically Controlled Tool Operators | 47,370 | ||||
Computer Numerically Controlled Tool Programmers | 65,870 | ||||
Computer Occupations, All Other | 91,640 | ||||
Computer Programmers | 87,940 | ||||
Computer Science Teachers, Postsecondary | 83,010 | ||||
Computer Systems Analysts | 100,280 | ||||
Computer User Support Specialists | 57,960 | ||||
Computer, Automated Teller, and Office Machine Repairers | 44,290 | ||||
Concierges | 32,790 | ||||
Construction and Building Inspectors | 74,430 | ||||
Construction and Extraction Occupations | 62,590 | ||||
Construction Managers | 97,310 | ||||
Continuous Mining Machine Operators | 68,830 | ||||
Control and Valve Installers and Repairers, Except Mechanical Door | 74,880 | ||||
Conveyor Operators and Tenders | 40,620 | ||||
Cooks, All Other | 35,030 | ||||
Cooks, Institution and Cafeteria | 35,160 | ||||
Cooks, Restaurant | 32,650 | ||||
Cooling and Freezing Equipment Operators and Tenders | 45,490 | ||||
Correctional Officers and Jailers | 54,360 | ||||
Cost Estimators | 69,640 | ||||
Costume Attendants | 51,060 | ||||
Counselors, All Other | 46,710 | ||||
Counter and Rental Clerks | 34,030 | ||||
Couriers and Messengers | 38,790 | ||||
Court, Municipal, and License Clerks | 47,860 | ||||
Craft Artists | 44,360 | ||||
Crane and Tower Operators | 57,420 | ||||
Credit Analysts | 80,470 | ||||
Credit Authorizers, Checkers, and Clerks | 48,630 | ||||
Credit Counselors | 49,760 | ||||
Criminal Justice and Law Enforcement Teachers, Postsecondary | 60,880 | ||||
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 47,670 | ||||
Curators | 61,010 | ||||
Customer Service Representatives | 42,710 | ||||
Cutting and Slicing Machine Setters, Operators, and Tenders | 42,970 | ||||
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic | 42,240 | ||||
Data Entry Keyers | 33,950 | ||||
Data Scientists and Mathematical Science Occupations, All Other | 98,260 | ||||
Database Administrators and Architects | 106,380 | ||||
Dental Assistants | 53,670 | ||||
Dental Hygienists | 76,410 | ||||
Dental Laboratory Technicians | 44,210 | ||||
Dentists, All Other Specialists | 195,210 | ||||
Designers, All Other | 68,260 | ||||
Desktop Publishers | 49,970 | ||||
Detectives and Criminal Investigators | 82,600 | ||||
Diagnostic Medical Sonographers | 83,360 | ||||
Dietetic Technicians | 39,680 | ||||
Dietitians and Nutritionists | 64,350 | ||||
Directors, Religious Activities and Education | 65,240 | ||||
Dispatchers, Except Police, Fire, and Ambulance | 49,970 | ||||
Drafters, All Other | 57,300 | ||||
Dredge Operators | 72,550 | ||||
Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic | 37,000 | ||||
Driver/Sales Workers | 31,320 | ||||
Drywall and Ceiling Tile Installers | 52,230 | ||||
Earth Drillers, Except Oil and Gas; and Explosives Workers, Ordnance Handling Experts, and Blasters | 54,590 | ||||
Economists | 102,090 | ||||
Editors | 64,150 | ||||
Education Administrators, All Other | 82,010 | ||||
Education Administrators, Kindergarten through Secondary | 111,070 | ||||
Education Administrators, Postsecondary | 110,580 | ||||
Education and Childcare Administrators, Preschool and Daycare | 62,810 | ||||
Education Teachers, Postsecondary | 74,570 | ||||
Educational Instruction and Library Occupations | 57,200 | ||||
Educational Instruction and Library Workers, All Other | 52,580 | ||||
Educational, Guidance, and Career Counselors and Advisors | 61,220 | ||||
Electric Motor, Power Tool, and Related Repairers | 46,760 | ||||
Electrical and Electronic Engineering Technologists and Technicians | 65,190 | ||||
Electrical and Electronics Drafters | 71,300 | ||||
Electrical and Electronics Installers and Repairers, Transportation Equipment | 70,100 | ||||
Electrical and Electronics Repairers, Commercial and Industrial Equipment | 66,820 | ||||
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay | 98,380 | ||||
Electrical Engineers | 102,910 | ||||
Electrical Power-Line Installers and Repairers | 82,290 | ||||
Electrical, Electronic, and Electromechanical Assemblers, Except Coil Winders, Tapers, and Finishers | 38,230 | ||||
Electricians | 69,040 | ||||
Electro-Mechanical and Mechatronics Technologists and Technicians | 56,970 | ||||
Electronic Equipment Installers and Repairers, Motor Vehicles | 43,920 | ||||
Electronics Engineers, Except Computer | 103,230 | ||||
Elementary School Teachers, Except Special Education | 62,560 | ||||
Elevator and Escalator Installers and Repairers | 88,360 | ||||
Emergency Management Directors | 91,710 | ||||
Emergency Medical Technicians and Paramedics | 43,730 | ||||
Engine and Other Machine Assemblers | 47,040 | ||||
Engineering Teachers, Postsecondary | 109,600 | ||||
Engineers, All Other | 102,080 | ||||
English Language and Literature Teachers, Postsecondary | 70,290 | ||||
Environmental Engineering Technologists and Technicians | 54,190 | ||||
Environmental Engineers | 107,430 | ||||
Environmental Science and Protection Technicians, Including Health | 63,150 | ||||
Environmental Science Teachers, Postsecondary | 102,650 | ||||
Environmental Scientists and Specialists, Including Health | 78,260 | ||||
Epidemiologists | 76,270 | ||||
Excavating and Loading Machine and Dragline Operators, Surface Mining | 56,370 | ||||
Executive Secretaries and Executive Administrative Assistants | 62,490 | ||||
Exercise Physiologists | 59,140 | ||||
Exercise Trainers and Group Fitness Instructors | 46,430 | ||||
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic | 44,090 | ||||
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders | 41,980 | ||||
Fabric and Apparel Patternmakers | 56,160 | ||||
Farm and Home Management Educators | 50,170 | ||||
Farm Equipment Mechanics and Service Technicians | 49,250 | ||||
Farmers, Ranchers, and Other Agricultural Managers | 99,890 | ||||
Farming, Fishing, and Forestry Occupations | 39,060 | ||||
Farmworkers and Laborers, Crop, Nursery, and Greenhouse | 35,320 | ||||
Fashion Designers | 73,170 | ||||
Fence Erectors | 38,760 | ||||
Fiberglass Laminators and Fabricators | 38,460 | ||||
File Clerks | 35,540 | ||||
Film and Video Editors | 74,230 | ||||
Financial and Investment Analysts, Financial Risk Specialists, and Financial Specialists, All Other | 93,730 | ||||
Financial Clerks, All Other | 45,060 | ||||
Financial Examiners | 92,590 | ||||
Financial Managers | 142,210 | ||||
Fine Artists, Including Painters, Sculptors, and Illustrators | 67,860 | ||||
Fire Inspectors and Investigators | 76,020 | ||||
Firefighters | 41,180 | ||||
Flight Attendants | 54,320 | ||||
Floor Layers, Except Carpet, Wood, and Hard Tiles | 46,190 | ||||
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders | 38,940 | ||||
Food Batchmakers | 36,700 | ||||
Food Cooking Machine Operators and Tenders | 39,870 | ||||
Food Preparation Workers | 31,330 | ||||
Food Processing Workers, All Other | 32,940 | ||||
Food Scientists and Technologists | 79,830 | ||||
Food Service Managers | 62,820 | ||||
Foreign Language and Literature Teachers, Postsecondary | 72,490 | ||||
Forensic Science Technicians | 70,440 | ||||
Forest and Conservation Technicians | 46,340 | ||||
Forest and Conservation Workers | 43,440 | ||||
Foresters | 63,190 | ||||
Forging Machine Setters, Operators, and Tenders, Metal and Plastic | 42,080 | ||||
Foundry Mold and Coremakers | 42,370 | ||||
Fundraisers | 64,540 | ||||
Funeral Attendants | 32,350 | ||||
Funeral Home Managers | 111,710 | ||||
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders | 45,550 | ||||
Furniture Finishers | 40,230 | ||||
Gas Plant Operators | 74,140 | ||||
General and Operations Managers | 120,190 | ||||
Genetic Counselors | 83,330 | ||||
Geographers | 71,360 | ||||
Geography Teachers, Postsecondary | 81,340 | ||||
Geological and Hydrologic Technicians | 59,740 | ||||
Geoscientists, Except Hydrologists and Geographers | 83,570 | ||||
Glaziers | 56,910 | ||||
Graders and Sorters, Agricultural Products | 31,190 | ||||
Graphic Designers | 54,360 | ||||
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic | 40,600 | ||||
Grounds Maintenance Workers, All Other | 45,990 | ||||
Hairdressers, Hairstylists, and Cosmetologists | 33,510 | ||||
Hazardous Materials Removal Workers | 59,830 | ||||
Health and Safety Engineers, Except Mining Safety Engineers and Inspectors | 95,540 | ||||
Health Education Specialists | 60,610 | ||||
Health Information Technologists, Medical Registrars, Surgical Assistants, and Healthcare Practitioners and Technical Workers, All Other | 77,450 | ||||
Healthcare Practitioners and Technical Occupations | 91,990 | ||||
Healthcare Social Workers | 57,960 | ||||
Healthcare Support Occupations | 33,320 | ||||
Healthcare Support Workers, All Other | 40,400 | ||||
Hearing Aid Specialists | 51,440 | ||||
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic | 38,960 | ||||
Heating, Air Conditioning, and Refrigeration Mechanics and Installers | 62,820 | ||||
Heavy and Tractor-Trailer Truck Drivers | 51,040 | ||||
Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters | 58,360 | ||||
Helpers--Carpenters | 36,640 | ||||
Helpers--Electricians | 43,890 | ||||
Helpers--Installation, Maintenance, and Repair Workers | 36,730 | ||||
Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons | 42,660 | ||||
Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters | 38,810 | ||||
Highway Maintenance Workers | 53,640 | ||||
History Teachers, Postsecondary | 79,230 | ||||
Hoist and Winch Operators | 78,860 | ||||
Home Appliance Repairers | 44,090 | ||||
Human Resources Assistants, Except Payroll and Timekeeping | 45,490 | ||||
Human Resources Managers | 128,440 | ||||
Human Resources Specialists | 70,010 | ||||
Hydrologists | 80,880 | ||||
Industrial Engineering Technologists and Technicians | 57,080 | ||||
Industrial Engineers | 94,400 | ||||
Industrial Machinery Mechanics | 60,900 | ||||
Industrial Production Managers | 117,850 | ||||
Industrial Truck and Tractor Operators | 45,960 | ||||
Information and Record Clerks, All Other | 48,010 | ||||
Information Security Analysts | 103,750 | ||||
Inspectors, Testers, Sorters, Samplers, and Weighers | 45,680 | ||||
Installation, Maintenance, and Repair Occupations | 54,700 | ||||
Installation, Maintenance, and Repair Workers, All Other | 48,110 | ||||
Instructional Coordinators | 76,820 | ||||
Insulation Workers, Floor, Ceiling, and Wall | 48,990 | ||||
Insulation Workers, Mechanical | 75,970 | ||||
Insurance Claims and Policy Processing Clerks | 47,680 | ||||
Insurance Sales Agents | 78,220 | ||||
Insurance Underwriters | 83,160 | ||||
Interior Designers | 62,480 | ||||
Interpreters and Translators | 52,110 | ||||
Interviewers, Except Eligibility and Loan | 39,660 | ||||
Jewelers and Precious Stone and Metal Workers | 38,490 | ||||
Judges, Magistrate Judges, and Magistrates | 147,750 | ||||
Judicial Law Clerks | 58,710 | ||||
Kindergarten Teachers, Except Special Education | 63,010 | ||||
Labor Relations Specialists | 73,310 | ||||
Laborers and Freight, Stock, and Material Movers, Hand | 37,700 | ||||
Landscape Architects | 74,960 | ||||
Landscaping and Groundskeeping Workers | 36,720 | ||||
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic | 46,490 | ||||
Law Teachers, Postsecondary | 137,280 | ||||
Lawyers | 131,460 | ||||
Layout Workers, Metal and Plastic | 46,640 | ||||
Legal Occupations | 103,830 | ||||
Legal Secretaries and Administrative Assistants | 57,350 | ||||
Legal Support Workers, All Other | 72,470 | ||||
Legislators | 35,750 | ||||
Librarians and Media Collections Specialists | 64,700 | ||||
Library Assistants, Clerical | 33,130 | ||||
Library Science Teachers, Postsecondary | 72,330 | ||||
Library Technicians | 46,020 | ||||
Licensed Practical and Licensed Vocational Nurses | 49,840 | ||||
Life, Physical, and Social Science Occupations | 83,020 | ||||
Light Truck Drivers | 42,810 | ||||
Lighting Technicians and Media and Communication Equipment Workers, All Other | 72,990 | ||||
Loan Interviewers and Clerks | 44,650 | ||||
Loan Officers | 79,740 | ||||
Locksmiths and Safe Repairers | 50,060 | ||||
Locomotive Engineers | 77,170 | ||||
Lodging Managers | 62,800 | ||||
Logging Equipment Operators | 43,890 | ||||
Logisticians | 77,650 | ||||
Machine Feeders and Offbearers | 36,400 | ||||
Machinists | 52,710 | ||||
Magnetic Resonance Imaging Technologists | 80,230 | ||||
Mail Clerks and Mail Machine Operators, Except Postal Service | 33,890 | ||||
Maintenance and Repair Workers, General | 49,180 | ||||
Maintenance Workers, Machinery | 52,220 | ||||
Management Analysts | 98,600 | ||||
Management Occupations | 124,020 | ||||
Market Research Analysts and Marketing Specialists | 78,600 | ||||
Marketing Managers | 150,820 | ||||
Marriage and Family Therapists | 63,700 | ||||
Massage Therapists | 53,060 | ||||
Material Moving Workers, All Other | 45,920 | ||||
Materials Engineers | 101,220 | ||||
Materials Scientists | 96,570 | ||||
Mathematical Science Teachers, Postsecondary | 82,750 | ||||
Meat, Poultry, and Fish Cutters and Trimmers | 33,380 | ||||
Mechanical Door Repairers | 43,860 | ||||
Mechanical Drafters | 63,090 | ||||
Mechanical Engineering Technologists and Technicians | 63,400 | ||||
Mechanical Engineers | 88,340 | ||||
Media and Communication Workers, All Other | 58,730 | ||||
Medical and Health Services Managers | 111,360 | ||||
Medical Appliance Technicians | 52,800 | ||||
Medical Assistants | 43,090 | ||||
Metal-Refining Furnace Operators and Tenders | 53,970 | ||||
Meter Readers, Utilities | 59,720 | ||||
Microbiologists | 76,660 | ||||
Middle School Teachers, Except Special and Career/Technical Education | 63,670 | ||||
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic | 48,460 | ||||
Millwrights | 64,340 | ||||
Motorcycle Mechanics | 45,270 | ||||
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic | 42,610 | ||||
Museum Technicians and Conservators | 39,910 | ||||
Music Directors and Composers | 49,120 | ||||
Musical Instrument Repairers and Tuners | 41,510 | ||||
Natural Sciences Managers | 141,930 | ||||
Network and Computer Systems Administrators | 86,860 | ||||
New Accounts Clerks | 43,290 | ||||
News Analysts, Reporters, and Journalists | 64,260 | ||||
Nuclear Engineers | 119,750 | ||||
Nuclear Medicine Technologists | 87,530 | ||||
Nurse Midwives | 123,600 | ||||
Nurse Practitioners | 118,900 | ||||
Nursing Assistants | 36,040 | ||||
Nursing Instructors and Teachers, Postsecondary | 72,590 | ||||
Optometrists | 137,530 | ||||
Order Clerks | 38,660 | ||||
Orderlies | 39,200 | ||||
Orthotists and Prosthetists | 79,420 | ||||
Outdoor Power Equipment and Other Small Engine Mechanics | 42,030 | ||||
Packaging and Filling Machine Operators and Tenders | 38,030 | ||||
Painters, Construction and Maintenance | 55,490 | ||||
Painting, Coating, and Decorating Workers | 41,780 | ||||
Paper Goods Machine Setters, Operators, and Tenders | 40,000 | ||||
Paralegals and Legal Assistants | 58,270 | ||||
Parking Enforcement Workers | 40,940 | ||||
Parts Salespersons | 38,460 | ||||
Passenger Vehicle Drivers, Except Bus Drivers, Transit and Intercity | 38,540 | ||||
Patternmakers, Metal and Plastic | 59,470 | ||||
Paving, Surfacing, and Tamping Equipment Operators | 56,830 | ||||
Payroll and Timekeeping Clerks | 52,640 | ||||
Personal Care and Service Occupations | 33,490 | ||||
Personal Financial Advisors | 153,830 | ||||
Personal Service Managers, All Other; Entertainment and Recreation Managers, Except Gambling; and Managers, All Other | 128,080 | ||||
Pest Control Workers | 40,400 | ||||
Pesticide Handlers, Sprayers, and Applicators, Vegetation | 35,810 | ||||
Petroleum Pump System Operators, Refinery Operators, and Gaugers | 66,730 | ||||
Pharmacists | 130,690 | ||||
Pharmacy Aides | 31,260 | ||||
Pharmacy Technicians | 39,770 | ||||
Philosophy and Religion Teachers, Postsecondary | 76,750 | ||||
Phlebotomists | 40,150 | ||||
Photographers | 60,630 | ||||
Physical Therapist Aides | 38,250 | ||||
Physical Therapist Assistants | 57,920 | ||||
Physical Therapists | 86,020 | ||||
Physician Assistants | 122,280 | ||||
Physicists | 145,770 | ||||
Physics Teachers, Postsecondary | 99,590 | ||||
Pile Driver Operators | 72,200 | ||||
Pipelayers | 76,390 | ||||
Plant and System Operators, All Other | 60,460 | ||||
Plasterers and Stucco Masons | 73,340 | ||||
Plumbers, Pipefitters, and Steamfitters | 76,080 | ||||
Podiatrists | 168,430 | ||||
Police and Sheriff's Patrol Officers | 74,370 | ||||
Political Science Teachers, Postsecondary | 91,630 | ||||
Postal Service Clerks | 50,830 | ||||
Postal Service Mail Carriers | 52,520 | ||||
Postal Service Mail Sorters, Processors, and Processing Machine Operators | 49,720 | ||||
Postmasters and Mail Superintendents | 77,100 | ||||
Postsecondary Teachers, All Other | 56,050 | ||||
Pourers and Casters, Metal | 40,590 | ||||
Power Distributors and Dispatchers | 84,680 | ||||
Power Plant Operators | 89,580 | ||||
Precision Instrument and Equipment Repairers, All Other | 65,650 | ||||
Prepress Technicians and Workers | 51,170 | ||||
Preschool Teachers, Except Special Education | 40,280 | ||||
Print Binding and Finishing Workers | 40,960 | ||||
Printing Press Operators | 45,500 | ||||
Probation Officers and Correctional Treatment Specialists | 70,070 | ||||
Procurement Clerks | 44,970 | ||||
Producers and Directors | 73,100 | ||||
Production Occupations | 43,430 | ||||
Production Workers, All Other | 37,180 | ||||
Production, Planning, and Expediting Clerks | 53,440 | ||||
Project Management Specialists and Business Operations Specialists, All Other | 76,740 | ||||
Proofreaders and Copy Markers | 45,930 | ||||
Property Appraisers and Assessors | 66,790 | ||||
Property, Real Estate, and Community Association Managers | 74,580 | ||||
Protective Service Occupations | 55,170 | ||||
Psychiatric Aides | 42,830 | ||||
Psychologists, All Other | 94,360 | ||||
Psychology Teachers, Postsecondary | 87,560 | ||||
Public Relations and Fundraising Managers | 118,470 | ||||
Public Relations Specialists | 67,860 | ||||
Public Safety Telecommunicators | 57,050 | ||||
Pump Operators, Except Wellhead Pumpers | 50,320 | ||||
Purchasing Managers | 127,070 | ||||
Radiation Therapists | 85,090 | ||||
Radio, Cellular, and Tower Equipment Installers and Repairers | 70,570 | ||||
Radiologic Technologists and Technicians | 70,570 | ||||
Rail Car Repairers | 63,170 | ||||
Rail Yard Engineers, Dinkey Operators, and Hostlers | 62,730 | ||||
Railroad Brake, Signal, and Switch Operators and Locomotive Firers | 57,410 | ||||
Railroad Conductors and Yardmasters | 67,060 | ||||
Rail-Track Laying and Maintenance Equipment Operators | 54,340 | ||||
Real Estate Brokers | 58,690 | ||||
Real Estate Sales Agents | 46,760 | ||||
Receptionists and Information Clerks | 32,880 | ||||
Recreation and Fitness Studies Teachers, Postsecondary | 67,050 | ||||
Recreational Therapists | 49,630 | ||||
Recreational Vehicle Service Technicians | 64,360 | ||||
Refuse and Recyclable Material Collectors | 40,230 | ||||
Registered Nurses | 80,960 | ||||
Rehabilitation Counselors | 42,000 | ||||
Reinforcing Iron and Rebar Workers | 71,620 | ||||
Religious Workers, All Other | 54,750 | ||||
Reservation and Transportation Ticket Agents and Travel Clerks | 51,780 | ||||
Residential Advisors | 41,090 | ||||
Respiratory Therapists | 69,830 | ||||
Riggers | 67,200 | ||||
Rock Splitters, Quarry | 40,120 | ||||
Rolling Machine Setters, Operators, and Tenders, Metal and Plastic | 43,610 | ||||
Roofers | 58,860 | ||||
Sales and Related Occupations | 48,160 | ||||
Sales and Related Workers, All Other | 37,900 | ||||
Sales Engineers | 97,960 | ||||
Sales Managers | 136,490 | ||||
Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel | 71,790 | ||||
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products | 80,210 | ||||
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products | 91,120 | ||||
Sawing Machine Setters, Operators, and Tenders, Wood | 37,010 | ||||
School Bus Monitors and Protective Service Workers, All Other | 37,850 | ||||
Secondary School Teachers, Except Special and Career/Technical Education | 64,540 | ||||
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | 42,560 | ||||
Securities, Commodities, and Financial Services Sales Agents | 104,300 | ||||
Security and Fire Alarm Systems Installers | 59,760 | ||||
Security Guards | 38,800 | ||||
Self-Enrichment Teachers | 43,400 | ||||
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders | 45,050 | ||||
Septic Tank Servicers and Sewer Pipe Cleaners | 54,710 | ||||
Service Unit Operators, Oil and Gas | 58,400 | ||||
Set and Exhibit Designers | 56,850 | ||||
Sewing Machine Operators | 34,260 | ||||
Sheet Metal Workers | 67,270 | ||||
Shipping, Receiving, and Inventory Clerks | 39,980 | ||||
Shoe and Leather Workers and Repairers | 36,800 |
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