Kiamichi Technology Centers industry sector environmental analysis

              Economic Modeling Specialists, Inc. | www.economicmodeling.com
Oklahoma Department of Career and
Technology Education
Information Commons / Research March 2012
Kiamichi Technology Centers’
Industry Sector Environmental Analysis
Agriculture, Food & Natural Resources
Career Cluster Report
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Region Info
Name: Kiamichi Technology Center
County Areas: Atoka, Oklahoma (40005), Bryan, Oklahoma (40013), Choctaw, Oklahoma (40023), Coal,
Oklahoma (40029), Haskell, Oklahoma (40061), Hughes, Oklahoma (40063), Johnston, Oklahoma (40069),
Latimer, Oklahoma (40077), Le Flore, Oklahoma (40079), McCurtain, Oklahoma (40089), McIntosh, Oklahoma
(40091), Marshall, Oklahoma (40095), Pittsburg, Oklahoma (40121), Pushmataha, Oklahoma (40127)
Executive Summary for Agriculture, Food & Natural Resources Career Cluster
(Bachelor_degree and below)
Education 2012
Jobs
2017
Jobs Change Annual
Openings
2011 Hourly
Earnings
Short-term on-the-job training 2,528 2,485 -43 79 $10.35
Moderate-term on-the-job training 2,817 2,865 48 112 $12.35
Long-term on-the-job training 13,783 13,754 -29 129 $7.65
Work experience in a related field 6,499 6,921 422 238 $12.51
Postsecondary vocational award 875 919 44 47 $12.33
Associate's degree 460 498 38 22 $13.88
Bachelor's degree 999 1,158 159 58 $15.45
Total 27,962 28,600 638 685 $10.00
Source: EMSI Complete Employment - 2011.4
Largest Occupations
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SOC
Code Description 2012
Jobs
2017
Jobs Change
2011
Hourly
Earnings
Education
11-9012 Farmers and ranchers 12,890 12,766 -124 $7.25 Long-term
on-the-job training
41-1011 First-line supervisors/managers of
retail sales workers 2,440 2,472 32 $11.45 Work experience
in a related field
11-9199 Managers, all other 2,055 2,332 277 $8.98 Work experience
in a related field
45-209A Miscellaneous agricultural workers 1,531 1,505 -26 $11.09 Short-term
on-the-job training
51-4121 Welders, cutters, solderers, and
brazers 845 885 40 $12.46 Postsecondary
vocational award
47-2073 Operating engineers and other
construction equipment operators 601 664 63 $13.71 Moderate-term
on-the-job training
51-1011 First-line supervisors/managers of
production and operating workers 524 552 28 $18.25 Work experience
in a related field
51-3023 Slaughterers and meat packers 510 463 -47 $8.94 Moderate-term
on-the-job training
13-2072 Loan officers 458 528 70 $17.72 Moderate-term
on-the-job training
41-3031 Securities, commodities, and financial
services sales agents 434 543 109 $10.09 Bachelor's degree
51-3022 Meat, poultry, and fish cutters and
trimmers 391 376 -15 $8.87 Short-term
on-the-job training
39-2021 Nonfarm animal caretakers 356 355 -1 $9.42 Short-term
on-the-job training
53-7032 Excavating and loading machine and
dragline operators 347 385 38 $12.41 Moderate-term
on-the-job training
51-8031 Water and liquid waste treatment plant
and system operators 319 360 41 $13.13 Long-term
on-the-job training
41-2022 Parts salespersons 319 327 8 $9.18 Moderate-term
on-the-job training
45-4022 Logging equipment operators 254 194 -60 $13.33 Moderate-term
on-the-job training
51-4041 Machinists 243 288 45 $15.28 Long-term
on-the-job training
45-1099 Supervisors, farming, fishing, and
forestry workers 241 221 -20 $22.12 Work experience
in a related field
15-1041 Computer support specialists 215 224 9 $13.02 Associate's degree
41-4011
Sales representatives, wholesale and
manufacturing, technical and scientific
products
197 221 24 $18.19 Work experience
in a related field
37-1012
First-line supervisors/managers of
landscaping, lawn service, and
groundskeeping workers
191 224 33 $9.37 Work experience
in a related field
51-3021 Butchers and meat cutters 178 169 -9 $11.26 Long-term
on-the-job training
41-3099 Sales representatives, services, all
other 171 190 19 $10.27 Work experience
in a related field
45-4021 Fallers 159 132 -27 $12.47 Moderate-term
on-the-job training
53-1031 First-line supervisors/managers of
transportation and material-moving 154 157 3 $19.38 Work experience
in a related field
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SOC
Code Description 2012
Jobs
2017
Jobs Change
2011
Hourly
Earnings
Education
machine and vehicle operators
45-2021 Animal breeders 154 157 3 $8.50 Work experience
in a related field
49-3042 Mobile heavy equipment mechanics,
except engines 137 155 18 $14.86 Long-term
on-the-job training
53-1021
First-line supervisors/managers of
helpers, laborers, and material movers,
hand
124 133 9 $17.35 Work experience
in a related field
11-3051 Industrial production managers 115 122 7 $28.42 Work experience
in a related field
45-3011 Fishers and related fishing workers 112 122 10 $7.36 Moderate-term
on-the-job training
11-9151 Social and community service
managers 107 112 5 $17.11 Bachelor's degree
15-1051 Computer systems analysts 90 98 8 $16.59 Bachelor's degree
19-4041 Geological and petroleum technicians 88 106 18 $12.31 Associate's degree
51-3092 Food batchmakers 78 73 -5 $9.39 Short-term
on-the-job training
11-3071 Transportation, storage, and
distribution managers 76 80 4 $23.59 Work experience
in a related field
31-9096 Veterinary assistants and laboratory
animal caretakers 70 72 2 $9.40 Short-term
on-the-job training
17-2112 Industrial engineers 68 83 15 $25.25 Bachelor's degree
45-2011 Agricultural inspectors 57 60 3 $17.89 Work experience
in a related field
51-3093 Food cooking machine operators and
tenders 54 50 -4 $9.36 Short-term
on-the-job training
29-1031 Dietitians and nutritionists 51 54 3 $18.44 Bachelor's degree
19-4093 Forest and conservation technicians 43 45 2 $20.32 Associate's degree
17-3023 Electrical and electronic engineering
technicians 37 40 3 $18.50 Associate's degree
19-1031 Conservation scientists 36 37 1 $30.77 Bachelor's degree
45-4023 Log graders and scalers 36 27 -9 $11.21 Moderate-term
on-the-job training
19-4021 Biological technicians 33 36 3 $13.35 Bachelor's degree
27-3022 Reporters and correspondents 33 33 0 $11.16 Bachelor's degree
15-1061 Database administrators 32 35 3 $21.22 Bachelor's degree
27-4011 Audio and video equipment technicians 27 30 3 $8.55 Postsecondary
vocational award
37-3013 Tree trimmers and pruners 26 31 5 $8.79 Short-term
on-the-job training
19-4091 Environmental science and protection
technicians, including health 26 30 4 $12.40 Associate's degree
29-2056 Veterinary technologists and
technicians 23 25 2 $9.43 Associate's degree
17-2151 Mining and geological engineers,
including mining safety engineers 23 27 4 $15.12 Bachelor's degree
17-2081 Environmental engineers 22 25 3 $30.08 Bachelor's degree
19-1032 Foresters 21 22 1 $30.27 Bachelor's degree
47-4041 Hazardous materials removal workers 21 24 3 $10.36 Moderate-term
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SOC
Code Description 2012
Jobs
2017
Jobs Change
2011
Hourly
Earnings
Education
on-the-job training
51-3091
Food and tobacco roasting, baking,
and drying machine operators and
tenders
19 17 -2 $10.58 Short-term
on-the-job training
19-1012 Food scientists and technologists 18 18 0 $9.90 Bachelor's degree
13-1021 Purchasing agents and buyers, farm
products 17 16 -1 $13.85 Long-term
on-the-job training
33-3031 Fish and game wardens 17 18 1 $17.21 Associate's degree
27-4012 Broadcast technicians 10 10 0 $9.69 Associate's degree
17-1021 Cartographers and photogrammetrists 10 11 1 $17.48 Bachelor's degree
19-1013 Soil and plant Scientists <10 10 -- -- Bachelor's degree
25-9021 Farm and home management advisors <10 <10 -- -- Bachelor's degree
19-1023 Zoologists and wildlife biologists <10 <10 -- -- Bachelor's degree
27-4014 Sound engineering technicians <10 <10 -- -- Postsecondary
vocational award
53-5011 Sailors and marine oilers <10 <10 -- -- Short-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 - 2011.4
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County 2012 Jobs
Pittsburg, OK (40121) 3,958
Le Flore, OK (40079) 3,841
McCurtain, OK (40089) 3,605
Bryan, OK (40013) 3,242
Atoka, OK (40005) 1,691
Choctaw, OK (40023) 1,676
Hughes, OK (40063) 1,499
McIntosh, OK (40091) 1,494
Haskell, OK (40061) 1,359
Marshall, OK (40095) 1,318
Pushmataha, OK (40127) 1,262
Latimer, OK (40077) 1,240
Johnston, OK (40069) 1,024
Coal, OK (40029) 753
Source: EMSI Complete Employment - 2011.4
Largest Growth
SOC
Code Description
2012 -
2017
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
11-9199 Managers, all other 277 530 106 $8.98 Work experience
in a related field
41-3031 Securities, commodities, and 109 171 34 $10.09 Bachelor's
Economic Modeling Specialists, Inc. | www.economicmodeling.com 6
SOC
Code Description
2012 -
2017
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
financial services sales agents degree
13-2072 Loan officers 70 99 20 $17.72
Moderate-term
on-the-job
training
47-2073 Operating engineers and other
construction equipment operators 63 114 23 $13.71
Moderate-term
on-the-job
training
51-4041 Machinists 45 61 12 $15.28
Long-term
on-the-job
training
51-8031 Water and liquid waste treatment
plant and system operators 41 75 15 $13.13
Long-term
on-the-job
training
51-4121 Welders, cutters, solderers, and
brazers 40 229 46 $12.46 Postsecondary
vocational award
53-7032 Excavating and loading machine
and dragline operators 38 88 18 $12.41
Moderate-term
on-the-job
training
37-1012
First-line supervisors/managers
of landscaping, lawn service, and
groundskeeping workers
33 42 8 $9.37 Work experience
in a related field
41-1011 First-line supervisors/managers
of retail sales workers 32 313 63 $11.45 Work experience
in a related field
51-1011
First-line supervisors/managers
of production and operating
workers
28 70 14 $18.25 Work experience
in a related field
41-4011
Sales representatives, wholesale
and manufacturing, technical and
scientific products
24 46 9 $18.19 Work experience
in a related field
41-3099 Sales representatives, services,
all other 19 40 8 $10.27 Work experience
in a related field
49-3042 Mobile heavy equipment
mechanics, except engines 18 30 6 $14.86
Long-term
on-the-job
training
19-4041 Geological and petroleum
technicians 18 32 6 $12.31 Associate's
degree
17-2112 Industrial engineers 15 23 5 $25.25 Bachelor's
degree
45-3011 Fishers and related fishing
workers 10 27 5 $7.36
Moderate-term
on-the-job
training
15-1041 Computer support specialists 9 39 8 $13.02 Associate's
degree
53-1021
First-line supervisors/managers
of helpers, laborers, and material
movers, hand
9 20 4 $17.35 Work experience
in a related field
15-1051 Computer systems analysts 8 18 4 $16.59 Bachelor's
degree
41-2022 Parts salespersons 8 66 13 $9.18
Moderate-term
on-the-job
training
11-3051 Industrial production managers 7 29 6 $28.42 Work experience
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SOC
Code Description
2012 -
2017
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
in a related field
11-9151 Social and community service
managers 5 18 4 $17.11 Bachelor's
degree
37-3013 Tree trimmers and pruners 5 6 1 $8.79
Short-term
on-the-job
training
11-3071 Transportation, storage, and
distribution managers 4 14 3 $23.59 Work experience
in a related field
19-4091
Environmental science and
protection technicians, including
health
4 9 2 $12.40 Associate's
degree
17-2151 Mining and geological engineers,
including mining safety engineers 4 7 1 $15.12 Bachelor's
degree
17-3023 Electrical and electronic
engineering technicians 3 7 1 $18.50 Associate's
degree
45-2011 Agricultural inspectors 3 9 2 $17.89 Work experience
in a related field
19-4021 Biological technicians 3 9 2 $13.35 Bachelor's
degree
27-4011 Audio and video equipment
technicians 3 7 1 $8.55 Postsecondary
vocational award
17-2081 Environmental engineers 3 5 1 $30.08 Bachelor's
degree
15-1061 Database administrators 3 6 1 $21.22 Bachelor's
degree
47-4041 Hazardous materials removal
workers 3 6 1 $10.36
Moderate-term
on-the-job
training
29-1031 Dietitians and nutritionists 3 11 2 $18.44 Bachelor's
degree
53-1031
First-line supervisors/managers
of transportation and
material-moving machine and
vehicle operators
3 17 3 $19.38 Work experience
in a related field
45-2021 Animal breeders 3 25 5 $8.50 Work experience
in a related field
31-9096 Veterinary assistants and
laboratory animal caretakers 2 8 2 $9.40
Short-term
on-the-job
training
29-2056 Veterinary technologists and
technicians 2 5 1 $9.43 Associate's
degree
19-4093 Forest and conservation
technicians 2 11 2 $20.32 Associate's
degree
27-4014 Sound engineering technicians 1 1 0 $7.94 Postsecondary
vocational award
33-3031 Fish and game wardens 1 3 1 $17.21 Associate's
degree
17-1021 Cartographers and
photogrammetrists 1 3 1 $17.48 Bachelor's
degree
19-1032 Foresters 1 2 0 $30.27 Bachelor's
degree
19-1031 Conservation scientists 1 3 1 $30.77 Bachelor's
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SOC
Code Description
2012 -
2017
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
degree
19-1013 Soil and plant Scientists 0 2 0 $14.90 Bachelor's
degree
19-1023 Zoologists and wildlife biologists 0 1 0 $18.51 Bachelor's
degree
53-5011 Sailors and marine oilers 0 1 0 $11.16
Short-term
on-the-job
training
25-9021 Farm and home management
advisors 0 1 0 $14.83 Bachelor's
degree
27-4013 Radio operators 0 0 0 $10.15
Moderate-term
on-the-job
training
27-3022 Reporters and correspondents 0 6 1 $11.16 Bachelor's
degree
17-2021 Agricultural engineers 0 0 0 $26.18 Bachelor's
degree
27-4012 Broadcast technicians 0 2 0 $9.69 Associate's
degree
19-1012 Food scientists and technologists 0 4 1 $9.90 Bachelor's
degree
13-1021 Purchasing agents and buyers,
farm products -1 2 0 $13.85
Long-term
on-the-job
training
39-2021 Nonfarm animal caretakers -1 50 10 $9.42
Short-term
on-the-job
training
51-3091
Food and tobacco roasting,
baking, and drying machine
operators and tenders
-2 3 1 $10.58
Short-term
on-the-job
training
51-3093 Food cooking machine operators
and tenders -4 9 2 $9.36
Short-term
on-the-job
training
51-3092 Food batchmakers -5 11 2 $9.39
Short-term
on-the-job
training
51-3021 Butchers and meat cutters -9 37 7 $11.26
Long-term
on-the-job
training
45-4023 Log graders and scalers -9 6 1 $11.21
Moderate-term
on-the-job
training
51-3022 Meat, poultry, and fish cutters
and trimmers -15 66 13 $8.87
Short-term
on-the-job
training
45-1099 Supervisors, farming, fishing, and
forestry workers -20 35 7 $22.12 Work experience
in a related field
45-209A Miscellaneous agricultural
workers -26 242 48 $11.09
Short-term
on-the-job
training
45-4021 Fallers -27 25 5 $12.47 Moderate-term
on-the-job
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SOC
Code Description
2012 -
2017
Change
Openings Annual
Openings
2011
Hourly
Earnings
Education
training
51-3023 Slaughterers and meat packers -47 91 18 $8.94
Moderate-term
on-the-job
training
45-4022 Logging equipment operators -60 38 8 $13.33
Moderate-term
on-the-job
training
11-9012 Farmers and ranchers -124 439 88 $7.25
Long-term
on-the-job
training
Source: EMSI Complete Employment - 2011.4
County 2012 - 2017 Change
Pittsburg, OK (40121) 256
Atoka, OK (40005) 83
Choctaw, OK (40023) 79
McIntosh, OK (40091) 64
Hughes, OK (40063) 64
Latimer, OK (40077) 51
Pushmataha, OK (40127) 40
Coal, OK (40029) 36
Haskell, OK (40061) 36
Le Flore, OK (40079) 26
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County 2012 - 2017 Change
Marshall, OK (40095) 15
Bryan, OK (40013) 13
Johnston, OK (40069) 11
McCurtain, OK (40089) -136
Source: EMSI Complete Employment - 2011.4
Highest Earnings
SOC
Code Description
2011
Hourly
Earnings
2012
Jobs
2012 -
2017
Change
Annual
Openings Education
19-1031 Conservation scientists $30.77 36 1 1 Bachelor's
degree
19-1032 Foresters $30.27 21 1 0 Bachelor's
degree
17-2081 Environmental engineers $30.08 22 3 1 Bachelor's
degree
11-3051 Industrial production managers $28.42 115 7 6 Work experience
in a related field
17-2112 Industrial engineers $25.25 68 15 5 Bachelor's
degree
11-3071 Transportation, storage, and
distribution managers $23.59 76 4 3 Work experience
in a related field
45-1099 Supervisors, farming, fishing, and
forestry workers $22.12 241 -20 7 Work experience
in a related field
15-1061 Database administrators $21.22 32 3 1 Bachelor's
degree
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SOC
Code Description
2011
Hourly
Earnings
2012
Jobs
2012 -
2017
Change
Annual
Openings Education
19-4093 Forest and conservation
technicians $20.32 43 2 2 Associate's
degree
53-1031
First-line supervisors/managers of
transportation and material-moving
machine and vehicle operators
$19.38 154 3 3 Work experience
in a related field
17-3023 Electrical and electronic
engineering technicians $18.50 37 3 1 Associate's
degree
29-1031 Dietitians and nutritionists $18.44 51 3 2 Bachelor's
degree
51-1011 First-line supervisors/managers of
production and operating workers $18.25 524 28 14 Work experience
in a related field
41-4011
Sales representatives, wholesale
and manufacturing, technical and
scientific products
$18.19 197 24 9 Work experience
in a related field
45-2011 Agricultural inspectors $17.89 57 3 2 Work experience
in a related field
13-2072 Loan officers $17.72 458 70 20
Moderate-term
on-the-job
training
17-1021 Cartographers and
photogrammetrists $17.48 10 1 1 Bachelor's
degree
53-1021
First-line supervisors/managers of
helpers, laborers, and material
movers, hand
$17.35 124 9 4 Work experience
in a related field
33-3031 Fish and game wardens $17.21 17 1 1 Associate's
degree
11-9151 Social and community service
managers $17.11 107 5 4 Bachelor's
degree
15-1051 Computer systems analysts $16.59 90 8 4 Bachelor's
degree
51-4041 Machinists $15.28 243 45 12
Long-term
on-the-job
training
17-2151 Mining and geological engineers,
including mining safety engineers $15.12 23 4 1 Bachelor's
degree
49-3042 Mobile heavy equipment
mechanics, except engines $14.86 137 18 6
Long-term
on-the-job
training
13-1021 Purchasing agents and buyers,
farm products $13.85 17 -1 0
Long-term
on-the-job
training
47-2073 Operating engineers and other
construction equipment operators $13.71 601 63 23
Moderate-term
on-the-job
training
19-4021 Biological technicians $13.35 33 3 2 Bachelor's
degree
45-4022 Logging equipment operators $13.33 254 -60 8
Moderate-term
on-the-job
training
51-8031 Water and liquid waste treatment
plant and system operators $13.13 319 41 15
Long-term
on-the-job
training
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SOC
Code Description
2011
Hourly
Earnings
2012
Jobs
2012 -
2017
Change
Annual
Openings Education
15-1041 Computer support specialists $13.02 215 9 8 Associate's
degree
45-4021 Fallers $12.47 159 -27 5
Moderate-term
on-the-job
training
51-4121 Welders, cutters, solderers, and
brazers $12.46 845 40 46 Postsecondary
vocational award
53-7032 Excavating and loading machine
and dragline operators $12.41 347 38 18
Moderate-term
on-the-job
training
19-4091
Environmental science and
protection technicians, including
health
$12.40 26 4 2 Associate's
degree
19-4041 Geological and petroleum
technicians $12.31 88 18 6 Associate's
degree
41-1011 First-line supervisors/managers of
retail sales workers $11.45 2,440 32 63 Work experience
in a related field
51-3021 Butchers and meat cutters $11.26 178 -9 7
Long-term
on-the-job
training
45-4023 Log graders and scalers $11.21 36 -9 1
Moderate-term
on-the-job
training
27-3022 Reporters and correspondents $11.16 33 0 1 Bachelor's
degree
45-209A Miscellaneous agricultural workers $11.09 1,531 -26 48
Short-term
on-the-job
training
51-3091
Food and tobacco roasting, baking,
and drying machine operators and
tenders
$10.58 19 -2 1
Short-term
on-the-job
training
47-4041 Hazardous materials removal
workers $10.36 21 3 1
Moderate-term
on-the-job
training
41-3099 Sales representatives, services, all
other $10.27 171 19 8 Work experience
in a related field
41-3031 Securities, commodities, and
financial services sales agents $10.09 434 109 34 Bachelor's
degree
19-1012 Food scientists and technologists $9.90 18 0 1 Bachelor's
degree
27-4012 Broadcast technicians $9.69 10 0 0 Associate's
degree
29-2056 Veterinary technologists and
technicians $9.43 23 2 1 Associate's
degree
39-2021 Nonfarm animal caretakers $9.42 356 -1 10
Short-term
on-the-job
training
31-9096 Veterinary assistants and
laboratory animal caretakers $9.40 70 2 2
Short-term
on-the-job
training
51-3092 Food batchmakers $9.39 78 -5 2 Short-term
on-the-job
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SOC
Code Description
2011
Hourly
Earnings
2012
Jobs
2012 -
2017
Change
Annual
Openings Education
training
37-1012
First-line supervisors/managers of
landscaping, lawn service, and
groundskeeping workers
$9.37 191 33 8 Work experience
in a related field
51-3093 Food cooking machine operators
and tenders $9.36 54 -4 2
Short-term
on-the-job
training
41-2022 Parts salespersons $9.18 319 8 13
Moderate-term
on-the-job
training
11-9199 Managers, all other $8.98 2,055 277 106 Work experience
in a related field
51-3023 Slaughterers and meat packers $8.94 510 -47 18
Moderate-term
on-the-job
training
51-3022 Meat, poultry, and fish cutters and
trimmers $8.87 391 -15 13
Short-term
on-the-job
training
37-3013 Tree trimmers and pruners $8.79 26 5 1
Short-term
on-the-job
training
27-4011 Audio and video equipment
technicians $8.55 27 3 1 Postsecondary
vocational award
45-2021 Animal breeders $8.50 154 3 5 Work experience
in a related field
45-3011 Fishers and related fishing workers $7.36 112 10 5
Moderate-term
on-the-job
training
11-9012 Farmers and ranchers $7.25 12,890 -124 88
Long-term
on-the-job
training
Source: EMSI Complete Employment - 2011.4
*Note: Occupations with fewer than 10 employees are not shown.
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County 2011 Average Hourly Earnings
Pittsburg, OK (40121) $12.24
Latimer, OK (40077) $10.80
McCurtain, OK (40089) $10.53
Marshall, OK (40095) $10.43
Bryan, OK (40013) $10.09
Hughes, OK (40063) $9.58
Haskell, OK (40061) $9.53
Le Flore, OK (40079) $9.49
Johnston, OK (40069) $9.14
McIntosh, OK (40091) $9.07
Atoka, OK (40005) $8.81
Choctaw, OK (40023) $8.73
Pushmataha, OK (40127) $8.54
Coal, OK (40029) $8.54
Source: EMSI Complete Employment - 2011.4
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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.