Francis Tuttle Technology Center industry center environmental analysis

              Economic Modeling Specialists, Inc. | www.economicmodeling.com
Oklahoma Department of Career and
Technology Education
Information Commons May 2011
Francis Tuttle Technology Center
Industry Sector Environmental Analysis
Agriculture, Food & Natural Resources
Career Cluster Report
Economic Modeling Specialists, Inc. | www.economicmodeling.com 1
Region Info
Region: Francis Tuttle Technology Center
County Areas: Logan, Oklahoma (40083), Oklahoma, Oklahoma (40109)
Executive Summary for Agriculture, Food & Natural Resources Career Cluster
(Bachelor_degree and below)
Education 2011
Jobs
2016
Jobs Change Annual
Openings
2011 Hourly
Earnings
Short-term on-the-job training 2,635 2,870 235 113 $12.39
Moderate-term on-the-job training 6,064 6,254 190 207 $19.38
Long-term on-the-job training 6,217 6,065 -152 147 $13.70
Work experience in a related field 21,734 23,555 1,821 946 $22.44
Postsecondary vocational award 409 447 38 16 $20.40
Associate's degree 5,339 5,801 462 250 $20.08
Bachelor's degree 7,452 8,267 815 337 $22.17
Total 49,849 53,259 3,410 2,017 $20.13
Source: EMSI Complete Employment - 2011.2
Largest Occupations
Economic Modeling Specialists, Inc. | www.economicmodeling.com 2
SOC
Code Description 2011
Jobs
2016
Jobs Change
2011
Hourly
Earnings
Education
11-9199 Managers, all other 9,510 11,588 2,078 $26.67 Work experience
in a related field
41-1011 First-line supervisors/managers of retail
sales workers 7,188 6,814 -374 $16.62 Work experience
in a related field
41-3031 Securities, commodities, and financial
services sales agents 2,573 3,072 499 $17.55 Bachelor's degree
51-4121 Welders, cutters, solderers, and brazers 2,373 2,441 68 $17.21 Long-term
on-the-job training
15-1041 Computer support specialists 2,255 2,339 84 $16.23 Associate's degree
41-4011
Sales representatives, wholesale and
manufacturing, technical and scientific
products
2,178 2,333 155 $25.56 Moderate-term
on-the-job training
11-9012 Farmers and ranchers 2,012 1,767 -245 $7.43 Long-term
on-the-job training
51-1011 First-line supervisors/managers of
production and operating workers 1,778 1,820 42 $23.34 Work experience
in a related field
15-1051 Computer systems analysts 1,543 1,643 100 $28.34 Bachelor's degree
13-2072 Loan officers 1,360 1,388 28 $17.40 Bachelor's degree
41-2022 Parts salespersons 1,296 1,267 -29 $13.57 Moderate-term
on-the-job training
51-4041 Machinists 1,181 1,164 -17 $16.73 Long-term
on-the-job training
19-4041 Geological and petroleum technicians 1,093 1,382 289 $24.99 Associate's degree
41-3099 Sales representatives, services, all
other 1,086 1,134 48 $19.51 Moderate-term
on-the-job training
39-2021 Nonfarm animal caretakers 958 1,007 49 $14.97 Short-term
on-the-job training
17-3023 Electrical and electronic engineering
technicians 922 897 -25 $28.96 Associate's degree
11-3051 Industrial production managers 829 857 28 $28.65 Work experience
in a related field
47-2073 Operating engineers and other
construction equipment operators 747 773 26 $16.60 Moderate-term
on-the-job training
53-1021
First-line supervisors/managers of
helpers, laborers, and material movers,
hand
701 702 1 $19.65 Work experience
in a related field
53-1031
First-line supervisors/managers of
transportation and material-moving
machine and vehicle operators
656 627 -29 $22.43 Work experience
in a related field
37-3013 Tree trimmers and pruners 589 769 180 $10.60 Short-term
on-the-job training
37-1012
First-line supervisors/managers of
landscaping, lawn service, and
groundskeeping workers
575 651 76 $13.53 Work experience
in a related field
45-209A Miscellaneous agricultural workers 568 588 20 $10.79 Short-term
on-the-job training
53-7032 Excavating and loading machine and
dragline operators 556 562 6 $14.25 Moderate-term
on-the-job training
15-1061 Database administrators 443 476 33 $26.55 Bachelor's degree
49-3042 Mobile heavy equipment mechanics, 371 411 40 $21.28 Postsecondary
Economic Modeling Specialists, Inc. | www.economicmodeling.com 3
SOC
Code Description 2011
Jobs
2016
Jobs Change
2011
Hourly
Earnings
Education
except engines vocational award
11-3071 Transportation, storage, and distribution
managers 368 362 -6 $27.15 Work experience
in a related field
17-2112 Industrial engineers 361 412 51 $32.67 Bachelor's degree
29-2056 Veterinary technologists and
technicians 349 399 50 $12.30 Associate's degree
11-9151 Social and community service
managers 296 298 2 $19.70 Bachelor's degree
29-1031 Dietitians and nutritionists 284 294 10 $19.87 Bachelor's degree
19-4021 Biological technicians 262 272 10 $14.21 Associate's degree
51-3021 Butchers and meat cutters 247 236 -11 $14.22 Long-term
on-the-job training
17-2151 Mining and geological engineers,
including mining safety engineers 219 290 71 $33.12 Bachelor's degree
51-8031 Water and liquid waste treatment plant
and system operators 204 227 23 $17.47 Long-term
on-the-job training
27-4011 Audio and video equipment technicians 200 229 29 $12.63 Long-term
on-the-job training
31-9096 Veterinary assistants and laboratory
animal caretakers 192 209 17 $11.64 Short-term
on-the-job training
27-4012 Broadcast technicians 180 186 6 $12.75 Associate's degree
19-4091 Environmental science and protection
technicians, including health 171 215 44 $25.35 Associate's degree
51-3092 Food batchmakers 94 91 -3 $11.60 Short-term
on-the-job training
51-3022 Meat, poultry, and fish cutters and
trimmers 93 75 -18 $11.19 Short-term
on-the-job training
17-2081 Environmental engineers 74 80 6 $42.68 Bachelor's degree
33-3031 Fish and game wardens 65 70 5 $18.80 Associate's degree
47-4041 Hazardous materials removal workers 64 58 -6 $15.80 Moderate-term
on-the-job training
19-1029 Biological scientists, all other 63 67 4 $28.96 Bachelor's degree
45-1099 Supervisors, farming, fishing, and
forestry workers 58 61 3 $27.71 Work experience
in a related field
51-3093 Food cooking machine operators and
tenders 58 54 -4 $9.88 Short-term
on-the-job training
25-9021 Farm and home management advisors 49 49 0 $17.87 Bachelor's degree
51-3023 Slaughterers and meat packers 49 34 -15 $14.95 Moderate-term
on-the-job training
45-3011 Fishers and related fishing workers 49 55 6 $7.36 Moderate-term
on-the-job training
51-3091 Food and tobacco roasting, baking, and
drying machine operators and tenders 44 40 -4 $12.51 Short-term
on-the-job training
45-2011 Agricultural inspectors 42 45 3 $19.47 Work experience
in a related field
19-4093 Forest and conservation technicians 40 41 1 $17.29 Associate's degree
27-4014 Sound engineering technicians 37 36 -1 $11.69 Postsecondary
vocational award
17-1021 Cartographers and photogrammetrists 37 41 4 $24.97 Bachelor's degree
Economic Modeling Specialists, Inc. | www.economicmodeling.com 4
SOC
Code Description 2011
Jobs
2016
Jobs Change
2011
Hourly
Earnings
Education
19-1013 Soil and plant Scientists 32 34 2 $20.72 Bachelor's degree
45-2021 Animal breeders 32 29 -3 $10.22 Short-term
on-the-job training
13-1021 Purchasing agents and buyers, farm
products 29 28 -1 $21.05 Work experience
in a related field
19-1031 Conservation scientists 29 30 1 $32.08 Bachelor's degree
19-1012 Food scientists and technologists 28 28 0 $20.03 Bachelor's degree
19-1023 Zoologists and wildlife biologists 25 26 1 $21.28 Bachelor's degree
19-1032 Foresters 18 19 1 $22.64 Bachelor's degree
45-4022 Logging equipment operators 18 17 -1 $18.44 Moderate-term
on-the-job training
19-1011 Animal scientists 14 14 0 $25.63 Bachelor's degree
45-4021 Fallers 12 13 1 $15.03 Moderate-term
on-the-job training
53-5011 Sailors and marine oilers <10 <10 -- -- Short-term
on-the-job training
45-4023 Log graders and scalers <10 <10 -- -- Moderate-term
on-the-job training
17-2021 Agricultural engineers <10 <10 -- -- Bachelor's degree
27-4013 Radio operators <10 <10 -- -- Moderate-term
on-the-job training
Source: EMSI Complete Employment - 2011.2
Economic Modeling Specialists, Inc. | www.economicmodeling.com 5
County 2011 Jobs
Oklahoma, OK (40109) 46,094
Logan, OK (40083) 3,755
Source: EMSI Complete Employment - 2011.2
Largest Growth
SOC
Code Description
2011 -
2016
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
11-9199 Managers, all other 2,078 3,304 661 $26.67 Work experience
in a related field
41-3031 Securities, commodities, and
financial services sales agents 499 894 179 $17.55 Bachelor's
degree
19-4041 Geological and petroleum
technicians 289 480 96 $24.99 Associate's
degree
37-3013 Tree trimmers and pruners 180 215 43 $10.60
Short-term
on-the-job
training
41-4011
Sales representatives, wholesale
and manufacturing, technical and
scientific products
155 407 81 $25.56
Moderate-term
on-the-job
training
15-1051 Computer systems analysts 100 266 53 $28.34 Bachelor's
degree
15-1041 Computer support specialists 84 397 79 $16.23 Associate's
degree
37-1012 First-line supervisors/managers
of landscaping, lawn service, and 76 107 21 $13.53 Work experience
in a related field
Economic Modeling Specialists, Inc. | www.economicmodeling.com 6
SOC
Code Description
2011 -
2016
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
groundskeeping workers
17-2151 Mining and geological engineers,
including mining safety engineers 71 93 19 $33.12 Bachelor's
degree
51-4121 Welders, cutters, solderers, and
brazers 68 436 87 $17.21
Long-term
on-the-job
training
17-2112 Industrial engineers 51 97 19 $32.67 Bachelor's
degree
29-2056 Veterinary technologists and
technicians 50 94 19 $12.30 Associate's
degree
39-2021 Nonfarm animal caretakers 49 153 31 $14.97
Short-term
on-the-job
training
41-3099 Sales representatives, services,
all other 48 183 37 $19.51
Moderate-term
on-the-job
training
19-4091
Environmental science and
protection technicians, including
health
44 80 16 $25.35 Associate's
degree
51-1011
First-line supervisors/managers
of production and operating
workers
42 165 33 $23.34 Work experience
in a related field
49-3042 Mobile heavy equipment
mechanics, except engines 40 75 15 $21.28 Postsecondary
vocational award
15-1061 Database administrators 33 70 14 $26.55 Bachelor's
degree
27-4011 Audio and video equipment
technicians 29 59 12 $12.63
Long-term
on-the-job
training
11-3051 Industrial production managers 28 174 35 $28.65 Work experience
in a related field
13-2072 Loan officers 28 103 21 $17.40 Bachelor's
degree
47-2073 Operating engineers and other
construction equipment operators 26 90 18 $16.60
Moderate-term
on-the-job
training
51-8031 Water and liquid waste treatment
plant and system operators 23 45 9 $17.47
Long-term
on-the-job
training
45-209A Miscellaneous agricultural
workers 20 118 24 $10.79
Short-term
on-the-job
training
31-9096 Veterinary assistants and
laboratory animal caretakers 17 28 6 $11.64
Short-term
on-the-job
training
29-1031 Dietitians and nutritionists 10 57 11 $19.87 Bachelor's
degree
19-4021 Biological technicians 10 56 11 $14.21 Associate's
degree
27-4012 Broadcast technicians 6 33 7 $12.75 Associate's
degree
Economic Modeling Specialists, Inc. | www.economicmodeling.com 7
SOC
Code Description
2011 -
2016
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
17-2081 Environmental engineers 6 14 3 $42.68 Bachelor's
degree
53-7032 Excavating and loading machine
and dragline operators 6 88 18 $14.25
Moderate-term
on-the-job
training
45-3011 Fishers and related fishing
workers 6 12 2 $7.36
Moderate-term
on-the-job
training
33-3031 Fish and game wardens 5 12 2 $18.80 Associate's
degree
19-1029 Biological scientists, all other 4 14 3 $28.96 Bachelor's
degree
17-1021 Cartographers and
photogrammetrists 4 9 2 $24.97 Bachelor's
degree
45-2011 Agricultural inspectors 3 7 1 $19.47 Work experience
in a related field
45-1099 Supervisors, farming, fishing, and
forestry workers 3 10 2 $27.71 Work experience
in a related field
11-9151 Social and community service
managers 2 37 7 $19.70 Bachelor's
degree
19-1013 Soil and plant Scientists 2 8 2 $20.72 Bachelor's
degree
53-1021
First-line supervisors/managers
of helpers, laborers, and material
movers, hand
1 69 14 $19.65 Work experience
in a related field
19-1031 Conservation scientists 1 2 0 $32.08 Bachelor's
degree
19-1032 Foresters 1 2 0 $22.64 Bachelor's
degree
53-5011 Sailors and marine oilers 1 2 0 $14.61
Short-term
on-the-job
training
45-4021 Fallers 1 2 0 $15.03
Moderate-term
on-the-job
training
19-1023 Zoologists and wildlife biologists 1 5 1 $21.28 Bachelor's
degree
19-4093 Forest and conservation
technicians 1 10 2 $17.29 Associate's
degree
19-1011 Animal scientists 0 3 1 $25.63 Bachelor's
degree
19-1012 Food scientists and technologists 0 5 1 $20.03 Bachelor's
degree
17-2021 Agricultural engineers 0 1 0 $32.17 Bachelor's
degree
45-4023 Log graders and scalers 0 1 0 $13.71
Moderate-term
on-the-job
training
27-4013 Radio operators 0 0 0 $14.25
Moderate-term
on-the-job
training
Economic Modeling Specialists, Inc. | www.economicmodeling.com 8
SOC
Code Description
2011 -
2016
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
25-9021 Farm and home management
advisors 0 6 1 $17.87 Bachelor's
degree
27-4014 Sound engineering technicians -1 6 1 $11.69 Postsecondary
vocational award
45-4022 Logging equipment operators -1 3 1 $18.44
Moderate-term
on-the-job
training
13-1021 Purchasing agents and buyers,
farm products -1 3 1 $21.05 Work experience
in a related field
51-3092 Food batchmakers -3 12 2 $11.60
Short-term
on-the-job
training
45-2021 Animal breeders -3 4 1 $10.22
Short-term
on-the-job
training
51-3091
Food and tobacco roasting,
baking, and drying machine
operators and tenders
-4 6 1 $12.51
Short-term
on-the-job
training
51-3093 Food cooking machine operators
and tenders -4 9 2 $9.88
Short-term
on-the-job
training
47-4041 Hazardous materials removal
workers -6 9 2 $15.80
Moderate-term
on-the-job
training
11-3071 Transportation, storage, and
distribution managers -6 51 10 $27.15 Work experience
in a related field
51-3021 Butchers and meat cutters -11 40 8 $14.22
Long-term
on-the-job
training
51-3023 Slaughterers and meat packers -15 8 2 $14.95
Moderate-term
on-the-job
training
51-4041 Machinists -17 96 19 $16.73
Long-term
on-the-job
training
51-3022 Meat, poultry, and fish cutters
and trimmers -18 15 3 $11.19
Short-term
on-the-job
training
17-3023 Electrical and electronic
engineering technicians -25 90 18 $28.96 Associate's
degree
53-1031
First-line supervisors/managers
of transportation and
material-moving machine and
vehicle operators
-29 58 12 $22.43 Work experience
in a related field
41-2022 Parts salespersons -29 232 46 $13.57
Moderate-term
on-the-job
training
11-9012 Farmers and ranchers -245 62 12 $7.43
Long-term
on-the-job
training
41-1011 First-line supervisors/managers -374 784 157 $16.62 Work experience
Economic Modeling Specialists, Inc. | www.economicmodeling.com 9
SOC
Code Description
2011 -
2016
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
of retail sales workers in a related field
Source: EMSI Complete Employment - 2011.2
County 2011 - 2016 Change
Oklahoma, OK (40109) 2,933
Logan, OK (40083) 477
Source: EMSI Complete Employment - 2011.2
Economic Modeling Specialists, Inc. | www.economicmodeling.com 10
Highest Earnings
SOC
Code Description
2011
Hourly
Earnings
2011
Jobs
2011 -
2016
Change
Annual
Openings Education
17-2081 Environmental engineers $42.68 74 6 3 Bachelor's degree
17-2151 Mining and geological engineers,
including mining safety engineers $33.12 219 71 19 Bachelor's degree
17-2112 Industrial engineers $32.67 361 51 19 Bachelor's degree
19-1031 Conservation scientists $32.08 29 1 0 Bachelor's degree
19-1029 Biological scientists, all other $28.96 63 4 3 Bachelor's degree
17-3023 Electrical and electronic
engineering technicians $28.96 922 -25 18 Associate's
degree
11-3051 Industrial production managers $28.65 829 28 35 Work experience
in a related field
15-1051 Computer systems analysts $28.34 1,543 100 53 Bachelor's degree
45-1099 Supervisors, farming, fishing, and
forestry workers $27.71 58 3 2 Work experience
in a related field
11-3071 Transportation, storage, and
distribution managers $27.15 368 -6 10 Work experience
in a related field
11-9199 Managers, all other $26.67 9,510 2,078 661 Work experience
in a related field
15-1061 Database administrators $26.55 443 33 14 Bachelor's degree
19-1011 Animal scientists $25.63 14 0 1 Bachelor's degree
41-4011
Sales representatives, wholesale
and manufacturing, technical and
scientific products
$25.56 2,178 155 81
Moderate-term
on-the-job
training
19-4091 Environmental science and
protection technicians, including $25.35 171 44 16 Associate's
degree
Economic Modeling Specialists, Inc. | www.economicmodeling.com 11
SOC
Code Description
2011
Hourly
Earnings
2011
Jobs
2011 -
2016
Change
Annual
Openings Education
health
19-4041 Geological and petroleum
technicians $24.99 1,093 289 96 Associate's
degree
17-1021 Cartographers and
photogrammetrists $24.97 37 4 2 Bachelor's degree
51-1011 First-line supervisors/managers of
production and operating workers $23.34 1,778 42 33 Work experience
in a related field
19-1032 Foresters $22.64 18 1 0 Bachelor's degree
53-1031
First-line supervisors/managers of
transportation and material-moving
machine and vehicle operators
$22.43 656 -29 12 Work experience
in a related field
19-1023 Zoologists and wildlife biologists $21.28 25 1 1 Bachelor's degree
49-3042 Mobile heavy equipment
mechanics, except engines $21.28 371 40 15 Postsecondary
vocational award
13-1021 Purchasing agents and buyers,
farm products $21.05 29 -1 1 Work experience
in a related field
19-1013 Soil and plant Scientists $20.72 32 2 2 Bachelor's degree
19-1012 Food scientists and technologists $20.03 28 0 1 Bachelor's degree
29-1031 Dietitians and nutritionists $19.87 284 10 11 Bachelor's degree
11-9151 Social and community service
managers $19.70 296 2 7 Bachelor's degree
53-1021
First-line supervisors/managers of
helpers, laborers, and material
movers, hand
$19.65 701 1 14 Work experience
in a related field
41-3099 Sales representatives, services, all
other $19.51 1,086 48 37
Moderate-term
on-the-job
training
45-2011 Agricultural inspectors $19.47 42 3 1 Work experience
in a related field
33-3031 Fish and game wardens $18.80 65 5 2 Associate's
degree
45-4022 Logging equipment operators $18.44 18 -1 1
Moderate-term
on-the-job
training
25-9021 Farm and home management
advisors $17.87 49 0 1 Bachelor's degree
41-3031 Securities, commodities, and
financial services sales agents $17.55 2,573 499 179 Bachelor's degree
51-8031 Water and liquid waste treatment
plant and system operators $17.47 204 23 9
Long-term
on-the-job
training
13-2072 Loan officers $17.40 1,360 28 21 Bachelor's degree
19-4093 Forest and conservation
technicians $17.29 40 1 2 Associate's
degree
51-4121 Welders, cutters, solderers, and
brazers $17.21 2,373 68 87
Long-term
on-the-job
training
51-4041 Machinists $16.73 1,181 -17 19
Long-term
on-the-job
training
Economic Modeling Specialists, Inc. | www.economicmodeling.com 12
SOC
Code Description
2011
Hourly
Earnings
2011
Jobs
2011 -
2016
Change
Annual
Openings Education
41-1011 First-line supervisors/managers of
retail sales workers $16.62 7,188 -374 157 Work experience
in a related field
47-2073 Operating engineers and other
construction equipment operators $16.60 747 26 18
Moderate-term
on-the-job
training
15-1041 Computer support specialists $16.23 2,255 84 79 Associate's
degree
47-4041 Hazardous materials removal
workers $15.80 64 -6 2
Moderate-term
on-the-job
training
45-4021 Fallers $15.03 12 1 0
Moderate-term
on-the-job
training
39-2021 Nonfarm animal caretakers $14.97 958 49 31
Short-term
on-the-job
training
51-3023 Slaughterers and meat packers $14.95 49 -15 2
Moderate-term
on-the-job
training
53-7032 Excavating and loading machine
and dragline operators $14.25 556 6 18
Moderate-term
on-the-job
training
51-3021 Butchers and meat cutters $14.22 247 -11 8
Long-term
on-the-job
training
19-4021 Biological technicians $14.21 262 10 11 Associate's
degree
41-2022 Parts salespersons $13.57 1,296 -29 46
Moderate-term
on-the-job
training
37-1012
First-line supervisors/managers of
landscaping, lawn service, and
groundskeeping workers
$13.53 575 76 21 Work experience
in a related field
27-4012 Broadcast technicians $12.75 180 6 7 Associate's
degree
27-4011 Audio and video equipment
technicians $12.63 200 29 12
Long-term
on-the-job
training
51-3091
Food and tobacco roasting, baking,
and drying machine operators and
tenders
$12.51 44 -4 1
Short-term
on-the-job
training
29-2056 Veterinary technologists and
technicians $12.30 349 50 19 Associate's
degree
27-4014 Sound engineering technicians $11.69 37 -1 1 Postsecondary
vocational award
31-9096 Veterinary assistants and
laboratory animal caretakers $11.64 192 17 6
Short-term
on-the-job
training
51-3092 Food batchmakers $11.60 94 -3 2
Short-term
on-the-job
training
Economic Modeling Specialists, Inc. | www.economicmodeling.com 13
SOC
Code Description
2011
Hourly
Earnings
2011
Jobs
2011 -
2016
Change
Annual
Openings Education
51-3022 Meat, poultry, and fish cutters and
trimmers $11.19 93 -18 3
Short-term
on-the-job
training
45-209A Miscellaneous agricultural workers $10.79 568 20 24
Short-term
on-the-job
training
37-3013 Tree trimmers and pruners $10.60 589 180 43
Short-term
on-the-job
training
45-2021 Animal breeders $10.22 32 -3 1
Short-term
on-the-job
training
51-3093 Food cooking machine operators
and tenders $9.88 58 -4 2
Short-term
on-the-job
training
11-9012 Farmers and ranchers $7.43 2,012 -245 12
Long-term
on-the-job
training
45-3011 Fishers and related fishing workers $7.36 49 6 2
Moderate-term
on-the-job
training
Source: EMSI Complete Employment - 2011.2
*Note: Occupations with fewer than 10 employees are not shown.
Economic Modeling Specialists, Inc. | www.economicmodeling.com 14
County 2011 Average Hourly Earnings
Oklahoma, OK (40109) $20.93
Logan, OK (40083) $10.31
Source: EMSI Complete Employment - 2011.2
Economic Modeling Specialists, Inc. | www.economicmodeling.com 15
Data Sources and Calculations
Career Cluster Data
Career clusters and pathways are collections of standard occupation (SOC) codes. They are defined by the
States' Career Cluster Initiative.
Occupation Data
Organizing regional employment information by occupation provides a workforce-oriented view of the regional
economy. EMSI's occupation data are based on EMSI's industry data and regional staffing patterns taken from
the Occupational Employment Statistics program (U.S. Bureau of Labor Statistics). Wage information is partially
derived from the American Community Survey. The occupation-to-program (SOC-to-CIP) crosswalk is based on
one from the U.S. Department of Education, with customizations by EMSI.
State Data Sources
This report uses state data from the following agencies: Oklahoma Employment Security Commission.