Map
Jobs in Computing, Engineering and Science by State
Share of all jobs in computer and mathematical, architecture and engineering, and life, physical and social science occupations, %
Latest reading for each area, to 2025 · Bins hold about equal counts
Plays the chart through its history, period by period.
BLS Occupational Employment and Wage Statistics (May reference period); Palanor calculation of the share.
Where technical work is concentrated: the share of each state’s jobs in computing, engineering and science occupations.
Ranked, 51 areas
| # | |||
|---|---|---|---|
| 1 | District of Columbia | 10.4% | 2025 |
| 2 | Washington | 10.3% | 2025 |
| 3 | Virginia | 9.0% | 2025 |
| 4 | Maryland | 8.8% | 2025 |
| 5 | Massachusetts | 8.6% | 2025 |
| 6 | Colorado | 8.5% | 2025 |
| 7 | Utah | 7.2% | 2025 |
| 8 | California | 6.9% | 2025 |
| 9 | New Hampshire | 6.7% | 2025 |
| 10 | North Carolina | 6.7% | 2025 |
| 11 | New Mexico | 6.6% | 2025 |
| 12 | Michigan | 6.6% | 2025 |
| 13 | Oregon | 6.6% | 2025 |
| 14 | Minnesota | 6.3% | 2025 |
| 15 | Texas | 6.2% | 2025 |
What this chart reads·51 series
Show allHide
- STEM Occupation Share · Alabamaas “Alabama”latest 2025-01-01
- STEM Occupation Share · Alaskaas “Alaska”latest 2025-01-01
- STEM Occupation Share · Arizonaas “Arizona”latest 2025-01-01
- STEM Occupation Share · Arkansasas “Arkansas”latest 2025-01-01
- STEM Occupation Share · Californiaas “California”latest 2025-01-01
- STEM Occupation Share · Coloradoas “Colorado”latest 2025-01-01
- STEM Occupation Share · Connecticutas “Connecticut”latest 2025-01-01
- STEM Occupation Share · Delawareas “Delaware”latest 2025-01-01
- STEM Occupation Share · District of Columbiaas “District of Columbia”latest 2025-01-01
- STEM Occupation Share · Floridaas “Florida”latest 2025-01-01
- STEM Occupation Share · Georgiaas “Georgia”latest 2025-01-01
- STEM Occupation Share · Hawaiias “Hawaii”latest 2025-01-01
- STEM Occupation Share · Idahoas “Idaho”latest 2025-01-01
- STEM Occupation Share · Illinoisas “Illinois”latest 2025-01-01
- STEM Occupation Share · Indianaas “Indiana”latest 2025-01-01
- STEM Occupation Share · Iowaas “Iowa”latest 2025-01-01
- STEM Occupation Share · Kansasas “Kansas”latest 2025-01-01
- STEM Occupation Share · Kentuckyas “Kentucky”latest 2025-01-01
- STEM Occupation Share · Louisianaas “Louisiana”latest 2025-01-01
- STEM Occupation Share · Maineas “Maine”latest 2025-01-01
- STEM Occupation Share · Marylandas “Maryland”latest 2025-01-01
- STEM Occupation Share · Massachusettsas “Massachusetts”latest 2025-01-01
- STEM Occupation Share · Michiganas “Michigan”latest 2025-01-01
- STEM Occupation Share · Minnesotaas “Minnesota”latest 2025-01-01
- STEM Occupation Share · Mississippias “Mississippi”latest 2025-01-01
- STEM Occupation Share · Missourias “Missouri”latest 2025-01-01
- STEM Occupation Share · Montanaas “Montana”latest 2025-01-01
- STEM Occupation Share · Nebraskaas “Nebraska”latest 2025-01-01
- STEM Occupation Share · Nevadaas “Nevada”latest 2025-01-01
- STEM Occupation Share · New Hampshireas “New Hampshire”latest 2025-01-01
- STEM Occupation Share · New Jerseyas “New Jersey”latest 2025-01-01
- STEM Occupation Share · New Mexicoas “New Mexico”latest 2025-01-01
- STEM Occupation Share · New Yorkas “New York”latest 2025-01-01
- STEM Occupation Share · North Carolinaas “North Carolina”latest 2025-01-01
- STEM Occupation Share · North Dakotaas “North Dakota”latest 2025-01-01
- STEM Occupation Share · Ohioas “Ohio”latest 2025-01-01
- STEM Occupation Share · Oklahomaas “Oklahoma”latest 2025-01-01
- STEM Occupation Share · Oregonas “Oregon”latest 2025-01-01
- STEM Occupation Share · Pennsylvaniaas “Pennsylvania”latest 2025-01-01
- STEM Occupation Share · Rhode Islandas “Rhode Island”latest 2025-01-01
- STEM Occupation Share · South Carolinaas “South Carolina”latest 2025-01-01
- STEM Occupation Share · South Dakotaas “South Dakota”latest 2025-01-01
- STEM Occupation Share · Tennesseeas “Tennessee”latest 2025-01-01
- STEM Occupation Share · Texasas “Texas”latest 2025-01-01
- STEM Occupation Share · Utahas “Utah”latest 2025-01-01
- STEM Occupation Share · Vermontas “Vermont”latest 2025-01-01
- STEM Occupation Share · Virginiaas “Virginia”latest 2025-01-01
- STEM Occupation Share · Washingtonas “Washington”latest 2025-01-01
- STEM Occupation Share · West Virginiaas “West Virginia”latest 2025-01-01
- STEM Occupation Share · Wisconsinas “Wisconsin”latest 2025-01-01
- STEM Occupation Share · Wyomingas “Wyoming”latest 2025-01-01
Sources·51 sources
Show allHide
STEM Occupation Share · Alabama. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Alaska. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Arizona. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Arkansas. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · California. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Colorado. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Connecticut. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Delaware. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · District of Columbia. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Florida. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Georgia. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Hawaii. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Idaho. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Illinois. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Indiana. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Iowa. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Kansas. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Kentucky. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Louisiana. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Maine. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Maryland. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Massachusetts. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Michigan. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Minnesota. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Mississippi. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Missouri. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Montana. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Nebraska. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Nevada. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · New Hampshire. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · New Jersey. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · New Mexico. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · New York. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · North Carolina. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · North Dakota. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Ohio. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Oklahoma. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Oregon. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Pennsylvania. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Rhode Island. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · South Carolina. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · South Dakota. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Tennessee. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Texas. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Utah. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Vermont. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Virginia. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Washington. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · West Virginia. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Wisconsin. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
STEM Occupation Share · Wyoming. Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), state estimates: employment (TOT_EMP) in SOC major groups 15-0000, 17-0000 and 19-0000 and in all occupations (00-0000), from the yearly state file oesm<yy>st.zip. A work of the U.S. Government (17 U.S.C. §105), public domain. The share is a Palanor calculation; each point keeps the group and total employment in its metadata.
Charts are drawn from Palanor's signal library and recomputed from source data on every view. Transformations (changes, indexing, year-on-year rates) are Palanor's.