Occupations by Educational Attainment and Classification



Similar documents
Top 25 occupations Counties

Annual Average Wage $ 69,710 $ $ $ $ $ $ Computer and Information Systems Managers

2015 CSSP Occupations List

Fastest Growing Occupations

In Demand Jobs: US Projections, Richard Holden BLS Regional Commissioner San Diego, CA March 6, 2014

Fastest Growing Occupations

RANKING OCCUPATIONAL GROWTH DURING AND AFTER THE RECESSION IN THE NORTHERN TIER

Total employment in Minnesota is projected

Demand Occupations - Approved by Board for Distribution. Page 1 of 7

2015 MACOMB/ST. CLAIR DEMAND OCCUPATIONS

When choosing a career, jobseekers often

Administrative Services Managers Computer and Information Systems Managers Financial Managers Transportation,

EMPLOYMENT PROJECTIONS

Preliminary Florida Statewide Demand Occupations List (Attachment A)

Wage at 10th Percentile. 25th Percentile. Mean Occ Code Occupation Rate Type

Vermont Occupational Projections

A Closer Look at Occupational Projections for Wyoming Research & Planning Wyoming Department of Employment

MEAN WAGE MEDIAN WAGE ENTRY WAGE. Page 1 of 12

Choosing a Career: A Look at Employment Statistics. Student Activities: Choosing a Career: A Look at Employment Statistics

Workforce Trends In and Occupational Forecasts For Northern Virginia,

Average Hourly Wages Occupation 10th percentile 25th percentile Median 75th percentile 90th percentile Total, all Occupations

Created by Deborah Coffey and Jarrod Maybury, Lakewood Local SD

Experimental data set of occupations on proposed Education and Training classification system 9/30/2010. Current System

Summary Average annual openings

High Wage ($ / hour) Low Wage ($ / hour)

Missouri s. Occupations are grouped by the Six Career Paths:

Colorado Employment Outlook Summary

How To Predict The

Starting a good career requires making preparations and wise

Southwest Region Labor Market Analysis

Tim O Neill Twin Cities Regional Analyst Labor Market Information Office

Jan Saxhaug Regional Labor Market Analyst Labor Market Information Office

St. Louis Region Labor Market Analysis

Labor Market Forecasts San Mateo County Community College District. Voorhees Group LLC October 2014

Florida Workforce Trends and Demands STATE BOARD OF EDUCATION WORKFORCE WORKSHOP

Healthcare Sector Profile for the Baton Rouge RLMA Parishes. Employment and Wage Trends 1 St Quarter 2013 for the Healthcare Sector by Parish

Emerging Jobs and Changing Demands of the Workforce

Fastest Growing Occupations,

Health Care Employment Projections:

Tomorrow s Jobs. Reprinted from the Occupational Outlook Handbook, Edition. U.S. Department of Labor Bureau of Labor Statistics

NAPCS Product List for 5613: Employment Services

IT PAYS TO STAY IN SCHOOL

The Gender Wage Gap by Occupation

How To Predict Employment From 2008 To 2018

PATHWAYS LONG PRAIRIE-GREY EAGLE HIGH SCHOOL PLANNING YOUR HIGH SCHOOL PROGRAM OF STUDIES

Lesson Description. Texas Essential Knowledge and Skills (Target standards) Texas Essential Knowledge and Skills (Prerequisite standards)

Research Report. Transportation/Logistics Industries Employment and Workforce. in San Bernardino and Riverside Counties

Total employment is projected to increase

Texas Workforce Commission Report on Texas Growth Occupations

2. O*Net SOC Code

Appendix D: Professional Occupations Education and Training Categories

A Closer Look At Occupational Projections

Career Readiness in the United States 2015

Health Care Employment Projections:

Careers in. Healthcare. North Country Planning Region. Your gateway to New Hampshire workforce and career information

Diplomas. Technical Diploma in A/C Refrigeration: Residential A/C & Refrigeration **

SUGGESTED CAREER CHOICE LIST

Vigo County, Indiana Economic Overview

Workforce Insights. Logan County

Employment and Educational Outcomes for FAU graduates

Academies of Cosmetology. Academies of Cosmetology. Fortis. Indian River State College. State College. Indian River. State College.

Occupational Samples 13. O*NET Job Family Index 421 Job Title Index 427 I I I

WASHINGTON-ARLINGTON-ALEXANDRIA DC-VA-MD-WV METROPOLITAN STATISTICAL AREA LONG-TERM OCCUPATIONAL PROJECTIONS, 2014 and projected 2024*

The Bureau of Labor Statistics publishes

Current Employment by Attainment Level California, Work experience in a related occupation, 1,246,442, 7%

The job outlook for college graduates

NOVEMBER 2015 TABLE OF CONTENTS. What s New in the Labor Market..2. Job and Labor Market Overview..3. Top 50 Employers 5. Wages by Occupation 6

Transcription:

Occupations by Educational Attainment and Classification September 2006 Southern Alleghenies Workforce Investment Board 541 58 th Street Altoona, PA 16602 (814) 949-6507

Acknowledgements: The Occupations by Educational Attainment and Classification: Southern Alleghenies Workforce Investment Area was prepared by the Central Pennsylvania Workforce Development Corporation (CPWDC) for the Southern Alleghenies (Pennsylvania) Workforce Investment Area (WIA). Employment estimates and projections and educational attainment levels are provided by Economic Modeling Specialists, Incorporated (EMSI). Classifications of professional, skilled, and unskilled occupations with corresponding employment estimates and projections are provided by the Center for Workforce Information and Analysis (CWIA). The analysis presented in this report was conducted by the CPWDC on behalf of the Southern Alleghenies WIA as part of the Research Partnership. Disclaimer: The Central Pennsylvania Workforce Development Corporation (CPWDC) cannot guarantee the accuracy of the employment estimates and projections provided by EMSI and CWIA, nor the respective educational attainment levels and occupational classifications. Educational attainment levels represent the most common level of education acquired by workers in each occupation. Classifications of occupations (i.e., professional, skilled, and unskilled) are based mainly on these educational requirements. This report merely identifies the most prevalent occupations in each level of education and occupational classification according to current estimates, future projections, and changes in the number of jobs within that time period in the Southern Alleghenies WIA. Introduction: The Occupations by Educational Attainment and Classification report identifies the most widespread occupations in the Southern Alleghenies WIA within each educational level. This report also identifies the most common professional, skilled, and unskilled occupations. Education levels, which are provided by Economic Modeling Specialists, Incorporated (EMSI), are determined by the average requirements necessary for each occupation based on all workers in the occupation. Some jobs require degrees and others require on-the-job training. Of course, not all workers in an occupation will have earned the same level of education (i.e., bachelor s degree, master s degree, et cetera) or received the same amount of training (i.e., short-term, long-term, et cetera). Furthermore, while the Center for Workforce Information and Analysis (CWIA) determined its classification of occupations using each occupation s respective educational attainment level, several exceptions were selected individually by CWIA s discretion for placement into varying categories (e.g., all jobs requiring bachelor s degrees were classified as professional, except recreation workers who were classified as skilled). September 2006 Page 2

Educational Levels: A total of 11 educational levels are identified by EMSI for all occupations in the Southern Alleghenies WIA, including: (descriptions provided by America s Career InfoNet) o o o o o o o o o o o Short-term on-the-job training (a brief demonstration of job duties or up to one month of paid on-the-job experience or instruction) Moderate-term on-the-job training (one to twelve months of combined paid onthe-job experience and informal training) Long-term on-the-job training (instruction for more than one year while employed in an occupation) Work experience in a related field Postsecondary vocational award (vocational/occupation-based school training above and beyond the high school level and passing an examination) Associate s degree Bachelor s degree Degree plus work experience (bachelor s degree or higher) Master s degree First professional degree Doctoral degree Due to the limited number of occupations that require first professional or doctoral degrees, these two educational levels are combined. Therefore, a total of 10 different educational levels will be examined to determine the most prevalent occupations. The following chart identifies the proportion of jobs in the Southern Alleghenies WIA that demonstrate each educational requirement level based on 2005 employment estimates: (Note: These values are based on the number of individuals in each occupation) 37.04% Percent of Total Employment by Educational Level (2005) Southern Alleghenies WIA 19.62% 8.64% 7.85% 6.43% 4.00% 9.61% 4.15% 1.62% 1.04% Short-term Moderate-term Long-term Related Work Experience Postsecondary Vocational Award Associate's Degree Bachelor's Degree Degree Plus Work Experience Master's Degree First Professional / Doctoral Degree September 2006 Page 3

As of 2005, approximately sixty-five percent (65%) of all jobs in the Southern Alleghenies WIA require some sort of on-the-job training, with a majority being only short-term. This indicates that a large portion of jobs do not necessarily require any type of postsecondary education. However, individuals with higher levels of educational attainment may work in those jobs, earn higher wages, or have opportunities for advancement. Focusing on 2- and 4-year college programs, associate s and bachelor s degrees are common in only fourteen percent (14%) of all jobs. Comparisons can be made between what types of jobs are offered in the Southern Alleghenies WIA in terms of education levels (see the Percent of Total Employment by Education Level chart) and the levels of education that individuals living in the area have earned. Educational attainment levels, which are provided by DemographicsNow based on U.S. Census data, identify the population of individuals in the region over the age of 24 who have earned associate s degrees, bachelor s degrees, graduate or first professional degrees, and other levels of education (including less than 9 th grade, 9 th to 12 th grade no diploma, high school graduates, and some college but no degree). The following chart demonstrates the percent of individuals over the age of 24 in the Southern Alleghenies WIA who have achieved each educational attainment level as of 2005: Educational Attainment of Residents (2005) Southern Alleghenies WIA Associate's Degree 6% Bachelor's Degree 9% Graduate or Professional School Degree 4% Other 81% Source: DemographicsNow, based on U.S. Census Data It is important to note that this chart considers the entire population over the age of 24. It does not distinguish between those involved in the labor force and those not actively seeking employment. In the Southern Alleghenies WIA, eighty-one percent (81%) of all individuals over the age of 24 have achieved an education level of less than a postsecondary degree as of 2005. It appears that based solely on these September 2006 Page 4

numbers, there is a gap between educational attainment and job demand. However, it is unclear as to whether the degrees earned are in subject areas that relate to job demand. This is evident by the fact that six percent (6%) of the 25+ population has earned an associate s degree, but only about four percent (4%) of all jobs need this degree. Furthermore, of the 25+ population, four percent (4%) has earned a graduate or professional school degree, but only three percent (3%) of all jobs in the Southern Alleghenies WIA require a master s degree or first professional/doctoral degree. Some of the differences in educational attainment levels of the 25+ population and the educational requirements of jobs are accounted for by the four percent (4%) of jobs that require a degree plus work experience. It is important to note that nine percent (9%) of the 25+ population has earned a bachelor s degree, but ten percent (10%) of jobs demand this education level. The assertion that there may be a significant number of individuals who have achieved a higher level of education than what is typically required for the job in which they are employed suggests that there may be a pool of individuals in the Southern Alleghenies WIA who are underemployed. These are workers who possess the skills, experience, and/or education necessary to justify higher wage rates. Underemployment can be defined as the employment of high skill workers in jobs that do not require those skills and/or a low market demand for higher level skills. Of course, as described in the introduction, not all employees in a specific occupation have earned the same degree or possess the same skill sets. The determination of the educational requirement for each job is based on the average level achieved by all workers in each occupation. The following chart identifies the average annual wage for all workers in each educational level as of 2005 in the Southern Alleghenies WIA: (Note: These values do not include benefits) Average Annual Wage by Educational Level (2005) Southern Alleghenies WIA $36,955 $29,062 $29,418 $13,033 $17,826 $18,515 $21,406 $17,022 $24,651 $23,787 Short-term Moderate-term Long-term Related Work Experience Postsecondary Vocational Award Associate's Degree Bachelor's Degree Degree Plus Work Experience Master's Degree First Professional / Doctoral Degree September 2006 Page 5

Clearly, varying levels of education impact the wages earned by employees in the Southern Alleghenies WIA. There is a direct relationship between these two variables, where a higher level of education demonstrates a higher average annual wage. The average annual wage for a job requiring a two-year associate s degree is about fiftyseven percent (57%) higher than a job that demands long-term on-the-job training (i.e., over a year of training). Furthermore, occupations that necessitate long-term training receive about forty-two percent (42%) more in earnings than positions that only need short-term training (i.e., a month or less of training). Interestingly, occupations that require bachelor s degrees or master s degrees demonstrate lower average annual wages than those that require associate s degrees. Jobs requiring associate s degrees are typically high skilled and therefore may offer relatively higher wages. Conversely, lower wages may result from the abundance of entry level jobs available in the region for individuals possessing bachelor s or master s degrees, thus causing the average wages for these types of jobs to be relatively lower. It is expected, however, for wages to increase as workers remain in the same occupation over an extended period of time, especially jobs that demand bachelor s or master s degrees because there may be more opportunities for career advancement. The following chart illustrates the percent change in employment for all occupations in each educational level in the Southern Alleghenies WIA from 2002 to 2005: Percent Employment Change by Educational Level (2002-2005) Southern Alleghenies WIA 6.57% 4.54% 4.50% 3.29% 2.92% 0.66% 0.45% 1.34% 0.64% -2.53% Short-term Moderate-term Long-term Related Work Experience Postsecondary Vocational Award Associate's Degree Bachelor's Degree Degree Plus Work Experience Master's Degree First Professional / Doctoral Degree This chart suggests that the importance of post-secondary education has risen in the Southern Alleghenies WIA, especially for new jobs. Between 2002 and 2005, there was approximately a five percent (5%) increase in jobs that require an associate s or bachelor s degree, and seven percent (7%) for those needing master s degrees. Jobs September 2006 Page 6

that typically need moderate-term training, however, decreased over the same time period. Overall, employment increased by approximately 2,000 jobs (or about 1%). The largest net increases in employment were present for occupations that typically require short-term on-the-job training, postsecondary vocational awards, and bachelor s degrees. Together, these three (3) types of jobs accounted for almost 2,000 job creations in this time period. Conversely, jobs calling for moderate--term on-the-job training experienced a reduction of over 1,100 jobs. The following chart identifies the projected percent change in employment for all jobs within each educational attainment level from 2005 to 2015 in the Southern Alleghenies WIA: Projected Percent Employment Change by Educational Level (2005-2015) Southern Alleghenies WIA 29.89% 13.39% 9.98% 9.06% 14.90% 16.39% 19.98% 17.68% 15.39% 12.03% Short-term Moderate-term Long-term Related Work Experience Postsecondary Vocational Award Associate's Degree Bachelor's Degree Degree Plus Work Experience Master's Degree First Professional / Doctoral Degree Jobs in all education levels are expected to increase in the next decade in the Southern Alleghenies Region. The greatest percent increases are evident in those that require associate s degrees (20%) and master s degrees (30%), which together may account for 3,000 new openings. This further emphasizes the importance of post-secondary education. Nevertheless, projections do suggest the significance of on-the-job training programs to the local economy. Over 17,000 new employment opportunities (over 56% of all increases in employment) will require some form of on-the-job training (i.e., shortterm, moderate-term, or long-term). Occupational Classifications: The Center for Workforce Information and Analysis (CWIA) classifies all occupations into three distinct categories: professional, skilled, and unskilled. It is important to note that these classifications do not directly correspond with the educational levels described September 2006 Page 7

previously in this report. Occupations can be grouped by educational level or occupational classification. However, classifying jobs as professional, skilled, or unskilled is based largely on the average educational requirements for each occupation. According to the Center for Workforce Information and Analysis, all occupations requiring doctoral degrees, first professional degrees, master s degrees, and degrees plus work experience and a majority of those requiring bachelor s degrees were classified as professional. Most jobs demanding all other educational attainment levels (i.e., short-term on-the-job training, moderate-term on-the-job training, long-term on-thejob training, postsecondary vocational awards, associate s degrees, and work experience in a related field) were classified as skilled. Exceptions, however, were present in each of these levels of education for skilled occupations. Most notably, about half of all jobs that entail short-term on-the-job training were classified as skilled, but the remainder were classified as unskilled, depending on the nature of the job. The following table identifies the proportion of employment in the Southern Alleghenies WIA by occupational classification based on 2002 employment estimates: (Note: CWIA differs from EMSI in that it provided employment estimates for 2002 rather than 2005-CWIA produces long-term occupational employment projections every two years covering a time period of ten years. This indicates that CWIA classified occupations using the employment projections that are currently available for 2002 to 2012. Updated employment projections, which will look at employment values from 2004 to 2014, were not yet available for the Southern Alleghenies WIA when CWIA performed its classification of occupations.) Percent of Total Employment by Occupational Classification (2002) Southern Alleghenies WIA Unskilled Workers 32% Professional Workers 20% Skilled Workers 48% Source: Center for Workforce Information and Analysis These values are based on the number of individuals in each occupation. This chart demonstrates that twenty percent (20%) of jobs in the Southern Alleghenies WIA are professional, while forty-eight percent (48%) are skilled, which reflects what has already been shown with occupations according to educational attainment levels. September 2006 Page 8

Because most jobs require on-the-job training, it is expected that most jobs will be classified as skilled. Typically, higher education levels equate to jobs that require higher skill sets (e.g., an individual with a doctoral degree will typically find employment in an occupation classified as professional). Certainly, education does not always correlate to specific occupations for obvious reasons. Results: The following tables identify the most common occupations in each education level as well as each occupational classification. As noted earlier, these are two unique ways of categorizing all jobs. For each educational attainment level, occupations are presented for those that demonstrate the highest overall number of jobs in 2005 and 2015 and for those which are projected to have the highest increase in jobs during this time period. Similarly, for the professional, skilled, and unskilled groupings, occupations are identified in each classification for those that have the greatest number of jobs in 2002 and 2012 and those that are projected to have the greatest increase over the time period. The difference in the base year and projected year is strictly a result of how EMSI and CWIA present their respective employment estimates and projections. September 2006 Page 9

Education Level: Short-term On-the-job Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 41-2031 Retail salespersons 41-2031 Retail salespersons 41-2031 Retail salespersons 41-2011 Cashiers, except gaming 41-2011 Cashiers, except gaming 37-2012 Maids and housekeeping cleaners 43-9061 Office clerks, general 43-9061 Office clerks, general 39-9011 Child care workers 37-2011 Janitors and cleaners, except maids and housekeeping cleaners 37-2011 Janitors and cleaners, except maids and housekeeping cleaners 37-2011 Janitors and cleaners, except maids and housekeeping cleaners 53-7062 35-3021 Laborers and freight, stock, and material movers, hand Combined food preparation and serving workers, including fast food 53-7062 35-3021 35-3031 Waiters and waitresses 37-2012 37-2012 41-9091 Maids and housekeeping cleaners Door-to-door sales workers, news and street vendors, and related workers Laborers and freight, stock, and material movers, hand Combined food preparation and serving workers, including fast food Maids and housekeeping cleaners 41-9091 35-3031 Waiters and waitresses 53-7062 41-9091 Door-to-door sales workers, news and street vendors, and related workers Door-to-door sales workers, news and street vendors, and related workers 31-1011 Home health aides 39-9021 Personal and home care aides 53-3033 Laborers and freight, stock, and material movers, hand Truck drivers, light or delivery services 39-9011 Child care workers 39-9011 Child care workers 35-3031 Waiters and waitresses September 2006 Page 10

Education Level: Moderate-Term On-the-job Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 Truck drivers, heavy and Truck drivers, heavy and Truck drivers, heavy and 53-3032 53-3032 53-3032 tractor-trailer tractor-trailer tractor-trailer 43-6014 43-3031 49-9042 43-4051 41-4012 Secretaries, except legal, medical, and executive Bookkeeping, accounting, and auditing clerks Maintenance and repair workers, general Customer service representatives Sales representatives, wholesale and manufacturing, except technical and scientific products 43-6014 43-3031 43-4051 49-9042 41-4012 Secretaries, except legal, medical, and executive Bookkeeping, accounting, and auditing clerks Customer service representatives Maintenance and repair workers, general Sales representatives, wholesale and manufacturing, except technical and scientific products 43-4051 49-9042 21-1093 41-4012 51-2092 Team assemblers 51-2092 Team assemblers 43-3031 43-6011 Executive secretaries and administrative assistants 47-2061 Construction laborers 43-6011 47-2073 Operating engineers and other construction equipment operators Customer service representatives Maintenance and repair workers, general Social and human service assistants Sales representatives, wholesale and manufacturing, except technical and scientific products 31-9092 Medical assistants Bookkeeping, accounting, and auditing clerks 47-2061 Construction laborers 47-2061 Construction laborers 47-2073 Executive secretaries and administrative assistants Operating engineers and other construction equipment operators 43-6011 Executive secretaries and administrative assistants 51-2092 Team assemblers September 2006 Page 11

Education Level: Long-term On-the-job Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 11-9012 Farmers and ranchers 47-2031 Carpenters 47-2031 Carpenters 47-2031 Carpenters 11-9012 Farmers and ranchers 11-9012 Farmers and ranchers 51-4121 Welders, cutters, solderers, and brazers 35-2014 Cooks, restaurant 51-4121 33-3051 Police and sheriff's patrol officers 35-2014 Cooks, restaurant 49-9021 33-3051 47-2111 Electricians 49-9021 49-9021 Heating, air conditioning, and refrigeration mechanics and installers Welders, cutters, solderers, and brazers Police and sheriff's patrol officers Heating, air conditioning, and refrigeration mechanics and installers Heating, air conditioning, and refrigeration mechanics and installers 35-2014 Cooks, restaurant 33-3051 47-2152 47-2111 Electricians 51-3011 Bakers 51-4041 Machinists 51-4041 Machinists 49-3021 49-9041 49-3021 Industrial machinery mechanics Automotive body and related repairers 49-3021 49-9041 Automotive body and related repairers Industrial machinery mechanics Police and sheriff's patrol officers Plumbers, pipefitters, and steamfitters Automotive body and related repairers 27-2022 Coaches and scouts 27-2042 Musicians and singers September 2006 Page 12

Education Level: Work Experience Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 41-1011 43-1011 retail sales workers 41-1011 office and administrative support 43-1011 workers retail sales workers 41-1011 office and administrative support workers 11-9199 Managers, all other 11-9199 Managers, all other 47-1011 47-1011 51-1011 35-1012 41-1012 construction trades and extraction 47-1011 workers production and operating workers 51-1011 food preparation and serving workers 35-1012 construction trades and extraction workers production and operating workers 35-1012 food preparation and serving workers 43-1011 nonretail sales workers 11-9051 Food service 39-1021 retail sales workers 11-9051 Food service construction trades and extraction workers 11-9199 Managers, all other food preparation and serving workers office and administrative support workers personal service workers 49-1011 mechanics, installers, and repairers 49-1011 11-9051 Food service 41-1012 mechanics, installers, and repairers 51-1011 nonretail sales workers 37-1012 41-9021 Real estate brokers 41-9021 Real estate brokers 53-1031 production and operating workers landscaping, lawn service, and groundskeeping workers transportation and material-moving machine and vehicle operators September 2006 Page 13

Education Level: Post-secondary Vocational Award Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 Nursing aides, orderlies, and Nursing aides, orderlies, and Nursing aides, orderlies, and 31-1012 31-1012 31-1012 attendants attendants attendants 49-3023 29-2061 39-5012 29-2041 49-3031 Automotive service technicians and mechanics Licensed practical and licensed vocational nurses Hairdressers, hairstylists, and cosmetologists Emergency medical technicians and paramedics Bus and truck mechanics and diesel engine specialists 49-3023 29-2061 39-5012 49-3031 29-2041 43-6013 Medical secretaries 25-2011 Automotive service technicians and mechanics Licensed practical and licensed vocational nurses Hairdressers, hairstylists, and cosmetologists Bus and truck mechanics and diesel engine specialists Emergency medical technicians and paramedics Preschool teachers, except special education 39-5012 25-2011 29-2061 49-3023 49-3031 39-9031 Hairdressers, hairstylists, and cosmetologists Preschool teachers, except special education Licensed practical and licensed vocational nurses Automotive service technicians and mechanics Bus and truck mechanics and diesel engine specialists Fitness trainers and aerobics instructors 25-2011 Preschool teachers, except special education 43-6013 Medical secretaries 41-9022 Real estate sales agents 41-9022 Real estate sales agents 41-9022 Real estate sales agents 31-9094 Medical transcriptionists 39-9031 Fitness trainers and aerobics instructors 39-9031 Fitness trainers and aerobics instructors 43-6013 Medical secretaries September 2006 Page 14

Education Level: Associate's Degree Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 29-1111 Registered nurses 29-1111 Registered nurses 29-1111 Registered nurses 19-4021 Biological technicians 15-1041 Computer support specialists 15-1041 Computer support specialists Radiologic technologists and Radiologic technologists and Medical records and health 29-2034 29-2034 29-2071 technicians technicians information technicians Medical and clinical laboratory 15-1041 Computer support specialists 19-4021 Biological technicians 29-2012 technicians 29-2012 29-2071 29-2031 Medical and clinical laboratory technicians Medical records and health information technicians Cardiovascular technologists and technicians 29-2012 29-2071 29-2031 Medical and clinical laboratory technicians Medical records and health information technicians Cardiovascular technologists and technicians 29-2031 29-2021 Dental hygienists 29-2021 Dental hygienists 29-2034 17-3023 Electrical and electronic engineering technicians 17-3023 Electrical and electronic engineering technicians Cardiovascular technologists and technicians 29-2021 Dental hygienists 31-2021 Physical therapist assistants 17-3026 Radiologic technologists and technicians Industrial engineering technicians 31-2021 Physical therapist assistants 31-2021 Physical therapist assistants 29-1126 Respiratory therapists September 2006 Page 15

Education Level: Bachelor's Degree Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 Elementary school teachers, Elementary school teachers, Elementary school teachers, 25-2021 25-2021 25-2021 except special education except special education except special education 25-2031 Secondary school teachers, except special and vocational education 13-2011 Accountants and auditors 25-2031 25-2022 Middle school teachers, except special and vocational education 41-3021 Insurance sales agents 25-2022 13-2011 Accountants and auditors 13-2011 Accountants and auditors Secondary school teachers, except special and vocational education 25-2031 Secondary school teachers, except special and vocational education 41-3021 Insurance sales agents 11-9021 Construction Middle school teachers, except special and vocational education 13-1199 Business operation specialists, all other 11-9021 Construction 11-9021 Construction 41-3021 Insurance sales agents 13-1199 Business operation Business operation Child, family, and school 13-1199 21-1021 specialists, all other specialists, all other social workers 21-2021 Property, real estate, and Directors, religious activities Child, family, and school 21-1021 11-9141 community association and education social workers 21-1021 11-9141 Child, family, and school social workers Property, real estate, and community association 11-9141 21-2021 Property, real estate, and community association Directors, religious activities and education 13-1079 11-9151 Human resources, training, and labor relations specialists, all other Social and community service September 2006 Page 16

Education Level: Degree plus Work Experience Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 General and operations General and operations General and operations 11-1021 11-1021 11-1021 11-1011 Chief executives 11-1011 Chief executives 11-1011 Chief executives Farm, ranch, and other Farm, ranch, and other Farm, ranch, and other 11-9011 11-9011 11-9011 agricultural agricultural agricultural 11-3031 Financial 11-3031 Financial 11-3031 Financial Medical and health services Medical and health services 11-9111 11-9111 13-1111 Management analysts Administrative services 13-1111 Management analysts 13-1111 Management analysts 11-3011 Administrative services Administrative services Medical and health services 11-3011 11-3011 11-9111 11-2022 Sales 11-2022 Sales 11-2022 Sales 11-9032 Education administrators, elementary and secondary school 11-9032 Education administrators, elementary and secondary school 11-3021 Computer and information systems 11-2021 Marketing 11-2021 Marketing 11-2021 Marketing September 2006 Page 17

Education Level: Master's Degree Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 21-1014 Mental health counselors 21-1014 Mental health counselors 21-1014 Mental health counselors Mental health and substance Mental health and substance Mental health and substance 21-1023 21-1023 21-1023 abuse social workers abuse social workers abuse social workers 21-1012 Educational, vocational, and school counselors 21-1012 Educational, vocational, and school counselors 29-1123 Physical therapists 29-1123 Physical therapists 29-1123 Physical therapists 21-1012 Educational, vocational, and school counselors 25-4021 Librarians 25-4021 Librarians 29-1122 Occupational therapists 29-1127 Speech-language pathologists 29-1122 Occupational therapists 21-1091 Health educators 21-2011 Clergy 29-1127 Speech-language pathologists 21-1013 Marriage and family therapists 29-1122 Occupational therapists 21-2011 Clergy 29-1127 Speech-language pathologists 21-1091 Health educators 21-1091 Health educators 21-2011 Clergy 15-2041 Statisticians 15-2041 Statisticians 21-1011 Substance abuse and behavioral disorder counselors September 2006 Page 18

Education Level: First Professional/Doctoral Degree Number of Jobs in 2005 Number of Jobs in 2015 Increase in Jobs from 2005-2015 19-1042 Medical scientists, except Medical scientists, except Clinical, counseling, and 19-1042 19-3031 epidemiologists epidemiologists school psychologists 23-1011 Lawyers 23-1011 Lawyers 19-1042 Medical scientists, except epidemiologists 29-1051 Pharmacists 29-1051 Pharmacists 29-1051 Pharmacists 19-3031 Clinical, counseling, and school psychologists 19-3031 Clinical, counseling, and school psychologists 23-1011 Lawyers 29-1021 Dentists, general 29-1021 Dentists, general 15-1011 Computer and information scientists, research 29-1131 Veterinarians 29-1131 Veterinarians 29-1021 Dentists, general 29-1041 Optometrists 29-1011 Chiropractors 29-1081 Podiatrists 29-1011 Chiropractors 29-1041 Optometrists 29-1011 Chiropractors 15-1011 Computer and information scientists, research 15-1011 Computer and information scientists, research 29-1131 Veterinarians 29-1081 Podiatrists 29-1081 Podiatrists 29-1121 Audiologists September 2006 Page 19

Professional Jobs Number of Jobs in 2002 Number of Jobs in 2012 Increase in Jobs from 2002-2012 29-1111 Registered Nurses 29-1111 Registered Nurses 29-1111 Registered Nurses 25-2021 Elementary School Teachers 25-2021 Elementary School Teachers 11-1021 General & Operations Managers 11-1021 General & Operations General & Operations Child, Family & School Social 11-1021 21-1021 Managers Managers Workers 25-2031 Secondary School Teachers 25-2031 Secondary School Teachers 13-1199 Business Operations Specialists, Other 11-9011 Farm, Ranch & Other Farm, Ranch & Other Counselors, Social & 11-9011 21-9099 Agricultural Managers Agricultural Managers Religious Workers, Other 13-2011 Accountants & Auditors 13-2011 Accountants & Auditors 41-3021 Insurance Sales Agents 11-1011 Chief Executives 11-1011 Chief Executives 21-1014 Mental Health Counselors 11-3031 Financial Managers 11-3031 Financial Managers 25-2011 Preschool Teachers 13-1199 21-9099 Business Operations Specialists, Other Counselors, Social & Religious Workers, Other Source: Center for Workforce Information and Analysis 13-1199 21-9099 Business Operations Specialists, Other Counselors, Social & Religious Workers, Other 25-3999 Teachers & Instructors, Other 11-9011 Farm, Ranch & Other Agricultural Managers September 2006 Page 20

Skilled Jobs Number of Jobs in 2002 Number of Jobs in 2012 Increase in Jobs from 2002-2012 41-2031 Retail Salespersons 41-2031 Retail Salespersons 31-1012 Nursing Aides, Orderlies & Attendants 53-3032 Truck Drivers, Heavy & Tractor-Trailer 53-3032 11-9012 Farmers & Ranchers 31-1012 31-1012 43-3031 41-1011 Nursing Aides, Orderlies & Attendants Bookkeeping, Accounting & Auditing Clerks Supervisors - Retail Sales Workers Truck Drivers, Heavy & Tractor- Trailer Nursing Aides, Orderlies & Attendants 33-3012 Correctional Officers & Jailers 29-2041 11-9012 Farmers & Ranchers 53-3032 Emergency Medical Technicians & Paramedics Truck Drivers, Heavy & Tractor- Trailer 33-3012 Correctional Officers & Jailers 31-9092 Medical Assistants 41-1011 33-3012 Correctional Officers & Jailers 43-3031 43-1011 49-9042 Supervisors - Office & Administrative Support Workers Maintenance & Repair Workers, General 49-9042 47-2031 Carpenters 43-4051 Source: Center for Workforce Information and Analysis Supervisors - Retail Sales Workers Bookkeeping, Accounting & Auditing Clerks Maintenance & Repair Workers, General 43-4051 21-1093 Customer Service Representatives Social & Human Service Assistants 41-4012 Sales Representatives 47-2031 Carpenters 33-3051 Police & Sheriff's Patrol Officers Customer Service Representatives 47-2031 Carpenters September 2006 Page 21

Unskilled Jobs Number of Jobs in 2002 Number of Jobs in 2012 Increase in Jobs from 2005-2012 41-2011 Cashiers 41-2011 Cashiers 39-9021 Personal & Home Care Aides 43-9061 Office Clerks, General 43-9061 Office Clerks, General 31-1011 Home Health Aides 43-6014 Secretaries 37-2011 Janitors & Cleaners 39-9011 Child Care Workers 37-2011 Janitors & Cleaners 43-6014 Secretaries 35-3031 Waiters & Waitresses Laborers & Freight, Stock & Combined Food Preparation & 53-7062 35-3031 Waiters & Waitresses 35-3021 Material Movers, Hand Serving Workers 35-3031 Waiters & Waitresses 53-7062 45-2092 Farmworkers & Laborers: Crop, Nursery & Greenhouse 45-2092 43-5081 Stock Clerks & Order Fillers 35-3021 35-3021 53-3033 Combined Food Preparation & Serving Workers Truck Drivers, Light or Delivery Services Source: Center for Workforce Information and Analysis 53-3033 Laborers & Freight, Stock & Material Movers, Hand Farmworkers & Laborers: Crop, Nursery & Greenhouse Combined Food Preparation & Serving Workers Truck Drivers, Light or Delivery Services 37-2012 43-4171 53-3033 41-2011 Cashiers Maids & Housekeeping Cleaners Receptionists & Information Clerks Truck Drivers, Light or Delivery Services 43-5081 Stock Clerks & Order Fillers 35-2021 Food Preparation Workers September 2006 Page 22