Marshall-Putnam-Stark Region, Illinois Target Industry Cluster Analysis.

29
Marshall-Putnam-Stark Region, Illinois Target Industry Cluster Analysis

Transcript of Marshall-Putnam-Stark Region, Illinois Target Industry Cluster Analysis.

Page 1: Marshall-Putnam-Stark Region, Illinois Target Industry Cluster Analysis.

Marshall-Putnam-Stark Region, Illinois

Target Industry Cluster Analysis

Page 2: Marshall-Putnam-Stark Region, Illinois Target Industry Cluster Analysis.

Overview0102

Target Industry Cluster03

Table of contents

Industry Cluster Analysis

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01overview

Marshall-Putnam-Stark Region, IL

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Overview

section 01

Marshall-Putnam-Stark RegionThe Marshall-Putnam-Stark Region is comprised of three Northern Illinois counties. I-39 passes at the eastern edge of the region connecting to I-80 to the north, and I-55 and I-74 to the south.

Marshall

Putnam

Stark

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02Industry

cluster analysis

Marshall-Putnam-Stark Region, IL

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How to interpret cluster data resultsThe graph’s four quadrants tell a different story for each cluster.

Industry cluster analysis

section 02Modified from: http://www.charlestonregionaldata.com/bubble-chart-explanation/

EmergingBottom right(weak but advancing)

StarsTop right (strong and advancing)

MatureTop left

(strong but declining)

TransformingBottom left (weak and declining)

Contains clusters that are more concentrated in the region and are growing. These clusters are strengths that help a community stand out from the competition. Small, high-growth clusters can be expected to become

more dominant over time.

Contains clusters that are more concentrated in the region but are declining (negative growth). These clusters typically fall into the lower quadrant as job losses cause a decline in concentration.

Contains clusters that are under-represented in the region but are growing, often quickly. If growth trends continue, these clusters will eventually move into the top right quadrant. Clusters in this quadrant are considered emerging strengths for the region.

Contains clusters that are under-represented in the region (low concentration) and are also losing jobs. Clusters in this region may indicate a gap in the workforce pipeline if local industries anticipatea future need. In general, clusters in this quadrant show a lack of competitiveness.

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Industry and occupation

Note: Label includes cluster name, LQ 2014, and Employment 2014; NAICS 2012 definitions

Industry cluster bubble chart

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

Mature Star

Transforming Emerging

Note: Glass & Ceramics; Edu. & Knowledge Creation; Mining; and Printing & Publishing clusters have too few jobs

section 02

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Industry and occupation

Note: Label includes cluster name, LQ 2014, and Employment 2014; NAICS 2012 definition

Manufacturing sub-cluster bubble chart

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

Mature Star

Transforming Emerging

Note: Transportation Equipment and Electrical Equipment, Appliance and Component clusters do not exist in the region. Machinery manufacturing and Primary Metal manufacturing have too few jobs.

section 02

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Industry cluster analysis

section 02

Percent Growth in Specialization

Leve

l of S

peci

aliz

ation

Mature ClustersAgribusiness, Food Processing & Technology (7.69, 2,345)Fabricated Metal Product Manufacturing (4.18, 350)

Advanced Materials (2.52, 774)

Primary Metal Manufacturing (1.80, 42)

Manufacturing Supercluster (1.53, 533)

Transportation & Logistics (1.30, 423)

Mining (1.19, 36)

Star Clusters

Chemicals & Chemical Based (2.86, 358)

Computer & Electronic Product Mfg. (1.70, 104)

Forest & Wood Products (1.65, 243)

Apparel & Textiles (1.41, 107)

Energy (Fossil & Renewable) (1.20, 666)

Emerging Clusters

Business & Financial Service (0.56, 771)

Arts & Entertainment (0.48, 201)

IT & Telecommunication (0.45, 182)

Printing & Publishing (0.41, 72)

Transforming Clusters

Glass & Ceramics (0.94, 17)

Biomedical/Biotechnical (0.72, 581)

Machinery Manufacturing (0.54, 37)

Defense & Security (0.30, 133)

Education & Knowledge Creation (0.30; 73)

* Numbers in parenthesis include location quotient and employment in 2014.

Note: Transportation Equipment and Electrical Equipment, Appliance & Component Manufacturing sub-clusters do not exist in the region.

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Bubble chart interpretationIndustry and occupation

Mature Industries

Seven industry clusters in the Marshall-Putnam-Stark Region are in the Maturing stage: Agribusiness, Food Processing & Technology, Fabricated Metal Product Manufacturing, Advanced Materials, Primary Metal Manufacturing, Manufacturing Supercluster, Transportation & Logistics, and Mining. These industries are relatively concentrated, but their growth is trending downward. It is worth noting, however, that the Marshall-Putnam-Stark Region may find it worthwhile to invest in efforts to shore up the concentration of these industries.

Transforming Industries

Transforming clusters capture the mix of industries that are experiencing relative decline and limited export capability. In the Marshall-Putnam-Stark Region, Glass & Ceramics, Biomedical/Biotechnical, Machinery Manufacturing, Defense & Security, and Education & Knowledge Creation, are all Transforming clusters. Any amount of growth in these industries would require relatively large investments.

Star Industries

Star industry clusters are highly concentrated, exporting and still experiencing growth in the region. The most highly concentrated of the Star industry clusters in the Marshall-Putnam-Stark Region is Chemicals & Chemical Based. Its location quotient is 2.86, indicating that the cluster is nearly 3 times more concentrated in the region compared to the U.S. Other strong clusters of note in the region include Computer & Electronic Product Mfg., Forest & Wood Products,Apparel & Textiles, and Energy (Fossil & Renewable).

Emerging Industries

Industry clusters that may be poised for future growth are classified as “Emerging.” There are four Emerging clusters in the Marshall-Putnam-Stark Region: Business & Financial Service, Arts & Entertainment, IT & Telecommunication, and Printing & Publishing.

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors). section 02

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03Target

Industry cluster

Agribusiness, Food Processing and Technology

Business and Financial Services

Energy

Fabricated Metal Product Manufacturing

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section 03

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

Agribusiness, Food Processing and Technology Cluster

IndustriesJobs 2014

National Trend, 2009-2014

Industry Trend, 2009-2014

Cumulative

Expected Growth

Regional Performance, 2009-

2014Crop Production 1,397 104 -93 11 14Cookie and Cracker Manufacturing 273 25 -10 15 -74Frozen Specialty Food Manufacturing 198 13 -2 11 18Farm Supplies Merchant Wholesalers 131 8 0 8 25Farm and Garden Machinery and Equipment Merchant Wholesalers

75 6 0 6 -12

Grain and Field Bean Merchant Wholesalers

62 6 2 8 -20

Animal Production 44 19 -24 -5 -196Farm Management Services 41 2 3 5 11Nitrogenous Fertilizer Manufacturing 40 3 2 5 -5Soil Preparation, Planting, and Cultivating

32 3 6 9 -20

Pesticide and Other Agricultural Chemical Manufacturing

31 1 0 1 12

Farm Labor Contractors and Crew Leaders

13 1 1 2 2

Shift-Share Analysis by Top Industry Sectors: Marshall-Putnam-Stark Region, IL

Note: Upward arrow ( ) indicates regional competitiveness. EMSI does not show sufficient data (<10 jobs) for Retail Bakeries; Commercial Bakeries; and Crop Harvesting, Primarily by Machine.

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Industries

Estimated Input

($ Millions), 2013

% In-Region% Out of Region

Crop Production $25.24 20% 80%Flour Milling ** $11.43 0% 100%Wholesale Trade Agents and Brokers $5.28 7% 93%Cheese Manufacturing ** $5.20 0% 100%Nitrogenous Fertilizer Manufacturing $5.16 65% 35%Animal Production and Aquaculture $4.75 3% 97%Phosphatic Fertilizer Manufacturing ** $4.65 0% 100%Fats and Oils Refining and Blending ** $4.38 0% 100%Pesticide and Other Agricultural Chemical Manufacturing

$3.87 22% 78%

Fertilizer (Mixing Only) Manufacturing ** $3.76 0% 100%Frozen Specialty Food Manufacturing $3.66 45% 55%Farm Labor Contractors and Crew Leaders $3.64 14% 86%Rail transportation $3.59 15% 85%CorrugatedandSolidFiberBoxManufacturing** $3.54 0% 100%RiceMilling** $3,39 0% 100%

Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Note: ** industry sector is not present in the region.

Agribusiness, Food Processing and Technology Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Agribusiness, Food Processing and Technology Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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Occupations Jobs 2014

% Change, 2009-2014

Median Hourly

Earnings, $ 2014

Entry Level Education

Farmers, Ranchers, and Other Agricultural Managers

1,124 -7% $10.3High school diploma or equivalent

Farmworkers and Laborers, Crop, Nursery, and Greenhouse

166 -24% $10.3 Less than high school

Laborers and Freight, Stock, and Material Movers, Hand

56 2% $12.0 Less than high school

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

47 2% $20.9High school diploma or equivalent

Bakers 45 -22% $11.3 Less than high school

Food Batchmakers 34 -8% $14.7High school diploma or equivalent

Packaging and Filling Machine Operators and Tenders

32 -9% $15.5High school diploma or equivalent

Food Cooking Machine Operators and Tenders

31 11% $14.7High school diploma or equivalent

Light Truck or Delivery Services Drivers 28 4% $16.2High school diploma or equivalent

Nonfarm Animal Caretakers 26 4% $13.1 Less than high schoolPackers and Packagers, Hand 25 -14% $10.4 Less than high schoolBookkeeping, Accounting, and Auditing Clerks

23 -8% $15.0High school diploma or equivalent

Heavy and Tractor-Trailer Truck Drivers 23 -4% $17.8Postsecondary non-degree award

Industrial Truck and Tractor Operators 22 0% $14.6 Less than high school

Animal Trainers 22 -15% $14.3High school diploma or equivalent

Top Occupations: Marshall-Putnam-Stark Region, IL

Note: SOC (Standard Occupation Classification) 5-digit occupations are included by jobs in 2014.

Agribusiness, Food Processing and Technology Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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16Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

Business and Financial Services Cluster

Industries Jobs 2014

National Trend, 2009-2014

Industry Trend, 2009-2014

Cumulative

Expected Growth

Regional Performance, 2009-

2014Insurance Agencies and Brokerages

137 9 12 21 0

Portfolio Management 100 4 28 32 19Investment Advice 72 5 -1 4 -4Lessors of Nonresidential Buildings (except Miniwarehouses)

58 3 8 11 14

Miscellaneous Intermediation 52 1 5 6 27Other Activities Related to Real Estate

42 2 2 4 11

Lessors of Miniwarehouses and Self-Storage Units

31 1 4 5 7

Offices of Lawyers 30 2 -2 0 1Administrative Management and General Management Consulting Services

28 2 2 4 4

Tax Preparation Services 20 1 -2 -1 4Surveying and Mapping (except Geophysical) Services

17 1 -1 0 6

Other Accounting Services 16 1 -1 0 0Nonresidential Property Managers 13 0 1 1 6Consumer Lending 11 0 0 0 6

Shift-Share Analysis by Top Industry Sectors: Marshall-Putnam-Stark Region, IL

Note: Upward arrow ( ) indicates regional competitiveness. EMSI does not include detailed sector for Architectural Services.

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Industries

Estimated Input

($ Millions), 2013

% In-Region% Out of Region

Insurance Agencies and Brokerages $3.08 35% 65%Temporary Help Services * $0.85 0% 100%Lessors of Residential Buildings and Dwellings $0.67 30% 70%Commercial Banking $0.66 44% 56%Lessors of Nonresidential Buildings (except Miniwarehouses)

$0.61 48% 52%

Janitorial Services $0.56 26% 74%Electric Power Distribution * $0.52 1% 99%Third Party Administration of Insurance and Pension Funds *

$0.49 29% 71%

Offices of Real Estate Agents and Brokers $0.47 21% 79%Landscaping Services $0.46 24% 76%Wired Telecommunications Carriers $0.43 35% 65%Corporate, Subsidiary, and Regional Managing Offices

$0.40 1% 99%

Other Activities Related to Real Estate $0.33 12% 88%Portfolio Management $0.32 14% 86%Full-service Restaurants $0.28 15% 85%

Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Business and Financial Services Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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Note: * industry sector has less than 10 jobs as calculated by EMSI.

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Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Business and Financial Services Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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Note: * industry sector has less than 10 jobs as calculated by EMSI.

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OccupationsJobs 2014

% Change, 2009-2014

Median Hourly

Earnings, $ 2014

Entry Level Education

Insurance Sales Agents 110 24% $18.2High school diploma or equivalent

Personal Financial Advisors 102 70% $25.0 Bachelor's degree

Real Estate Sales Agents 90 58% $13.2High school diploma or equivalent

Securities, Commodities, and Financial Services Sales Agents

66 53% $18.3 Bachelor's degree

Property, Real Estate, and Community Association Managers

31 72% $20.0High school diploma or equivalent

Accountants and Auditors 30 -6% $24.9 Bachelor's degreeFinancial Managers 19 73% $31.1 Bachelor's degreeManagement Analysts 18 0% $29.5 Bachelor's degree

Lawyers 18 0% $37.5Doctoral or professional degree

First-Line Supervisors of Non-Retail Sales Workers

17 42% $16.1High school diploma or equivalent

Real Estate Brokers 16 60% $20.5High school diploma or equivalent

Managers, All Other 16 33% $21.3High school diploma or equivalent

Financial Analysts 14 17% $24.5 Bachelor's degreeBookkeeping, Accounting, and Auditing Clerks

13 8% $15.0High school diploma or equivalent

Top Occupations: Marshall-Putnam-Stark Region, IL

Note: SOC (Standard Occupation Classification) 5-digit occupations are included by jobs in 2014. EMSI does not include detailed occupations for Nuclear Engineers.

Business and Financial Services Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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20Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

Energy (Fossil and Renewable) Cluster

Industries Jobs 2014

National Trend, 2009-2014

Industry Trend, 2009-2014

Cumulative

Expected Growth

Regional Performance, 2009-

2014Gasoline Stations with Convenience Stores

172 11 -5 6 19

Plumbing, Heating, and Air-Conditioning Contractors

135 5 -2 3 66

Other Heavy and Civil Engineering Construction

61 0 -1 -1 55

Fossil Fuel Electric Power Generation 54 5 -23 -18 8Miscellaneous Intermediation 52 1 5 6 27Electrical Apparatus and Equipment, Wiring Supplies, and Related Equipment Merchant Wholesalers

34 5 1 6 -35

Water and Sewer Line and Related Structures Construction

24 2 -3 -1 -1

Industrial Gas Manufacturing 22 0 0 0 22Electrical Contractors and Other Wiring Installation Contractors

18 2 -2 0 -12

Petroleum and Petroleum Products Merchant Wholesalers (except Bulk Stations and Terminals)

17 1 -1 0 1

Power and Communication Line and Related Structures Construction

15 1 2 3 -6

Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology)

14 1 0 1 -1

Shift-Share Analysis by Top Industry Sectors: Marshall-Putnam-Stark Region, IL

Note: Upward arrow ( ) indicates regional competitiveness. EMSI does not include detailed sectors for Natural Gas Distribution; Crude Petroleum and Natural Gas Extraction; and Petroleum Bulk Stations and Terminals.

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Industries

Estimated Input

($ Millions), 2013

% In-Region% Out of Region

Petroleum Refineries ** $3.90 0% 100%Crude Petroleum and Natural Gas Extraction * $1.68 4% 96%Petrochemical Manufacturing ** $0.80 0% 100%Offices of Lawyers $0.78 7% 93%Engineering Services * $0.55 3% 97%Lessors of Residential Buildings and Dwellings $0.53 29% 71%Ready-Mix Concrete Manufacturing $0.53 22% 78%Wholesale Trade Agents and Brokers $0.52 6% 94%All Other Basic Organic Chemical Manufacturing *

$0.52 1% 99%

Lessors of Nonresidential Buildings (except Miniwarehouses)

$0.49 44% 56%

Rail transportation $0.45 15% 85%All Other Professional, Scientific, and Technical Services

$0.40 24% 76%

Lessors of Nonfinancial Intangible Assets (except Copyrighted Works) **

$0.40 0% 100%

Bituminous Coal Underground Mining** $0.39 0% 100%Support Activities for Oil and Gas Operations** $0.38 0% 100%

Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Energy (Fossil and Renewable) Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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Note: * industry sector has less than 10 jobs as calculated by EMSI; ** industry sector is not present in the region.

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Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Energy (Fossil and Renewable) Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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Note: * industry sector has less than 10 jobs as calculated by EMSI; ** industry sector is not present in the region.

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Occupations Jobs 2014

% Change, 2009-2014

Median Hourly Earnings, $

2014Entry Level Education

Cashiers 119 17% $8.8 Less than high school

Plumbers, Pipefitters, and Steamfitters 45 88% $29.9High school diploma or equivalent

Construction Laborers 35 94% $13.5 Less than high schoolPersonal Financial Advisors 24 200% $25.0 Bachelor's degreeHeating, Air Conditioning, and Refrigeration Mechanics and Installers

20 100% $21.2Postsecondary non-degree award

First-Line Supervisors of Retail Sales Workers

18 0% $11.9High school diploma or equivalent

Operating Engineers and Other Construction Equipment Operators

16 167% $30.4High school diploma or equivalent

Securities, Commodities, and Financial Services Sales Agents

15 150% $18.3 Bachelor's degree

General and Operations Managers 12 0% $36.7 Bachelor's degree

Nuclear Power Reactor Operators 11 -15% $32.8High school diploma or equivalent

Office Clerks, General 11 22% $12.6High school diploma or equivalent

Carpenters 11 10% $16.9High school diploma or equivalent

First-Line Supervisors of Construction Trades and Extraction Workers

10 25% $20.1High school diploma or equivalent

Nuclear Engineers 10 -17% $46.4 Bachelor's degree

Top Occupations: Marshall-Putnam-Stark Region, IL

Note: SOC (Standard Occupation Classification) 5-digit occupations are included by jobs in 2014. EMSI does not show sufficient data (<10 jobs) for Combined Food Preparation and Serving Workers, Including Fast Food.

Energy (Fossil and Renewable) Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

section 03

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24Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

Fabricated Metal Product Manufacturing Cluster

Industries Jobs 2014

National Trend, 2009-2014

Industry Trend, 2009-2014

Cumulative

Expected Growth

Regional Performance, 2009-

2014Machine Shops 267 23 44 67 -99

Sheet Metal Work Manufacturing 59 3 1 4 13

Metal Coating, Engraving (except Jewelry and Silverware), and Allied Services to Manufacturers

17 0 0 0 12

Shift-Share Analysis by Top Industry Sectors: Marshall-Putnam-Stark Region, IL

Note: Upward arrow ( ) indicates regional competitiveness. EMSI does not show sufficient data (<10 jobs) for Metal Tank (Heavy Gauge) Manufacturing; Spring Manufacturing; Ornamental and Architectural Metal Work Manufacturing; and All Other Miscellaneous Fabricated Metal Product Manufacturing. Other industry sectors, which are part of the Fabricated Metal Product Manufacturing cluster, do not exist in the region.

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Industries

Estimated Input

($ Millions), 2013

% In-Region% Out of Region

Iron and Steel Mills and Ferroalloy Manufacturing

$2.53 4% 96%

Machine Shops $1.54 22% 78%Fabricated Structural Metal Manufacturing ** $0.63 0% 100%Other Aluminum Rolling, Drawing, and Extruding **

$0.45 0% 100%

Paint and Coating Manufacturing ** $0.42 0% 100%Aluminum Sheet, Plate, and Foil Manufacturing **

$0.36 0% 100%

Plate Work Manufacturing ** $0.36 0% 100%Lessors of Nonfinancial Intangible Assets (except Copyrighted Works) **

$0.29 0% 100%

Sheet Metal Work Manufacturing $0.26 14% 86%Wholesale Trade Agents and Brokers $0.25 6% 94%All Other Professional, Scientific, and Technical Services

$0.25 23% 77%

Iron and Steel Pipe and Tube Manufacturing from Purchased Steel **

$0.24 0% 100%

Bolt, Nut, Screw, Rivet, and Washer Manufacturing **

$0.23 0% 100%

Copper Rolling, Drawing, Extruding, and Alloying **

$0.23 0% 100%

Nonferrous Metal Die-Casting Foundries** $0.22 0% 100%

Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Fabricated Metal Product Manufacturing Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

Note: ** industry sector is not present in the region.

section 03

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Top 15 Inputs by Dollars: Marshall-Putnam-Stark Region, IL

Fabricated Metal Product Manufacturing Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

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Note: ** industry sector is not present in the region.

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OccupationsJobs 2014

% Change, 2009-2014

Median Hourly

Earnings, $ 2014

Entry Level Education

Machinists 71 -10% $14.3High school diploma or equivalent

Welders, Cutters, Solderers, and Brazers

20 -23% $15.2High school diploma or equivalent

Computer-Controlled Machine Tool Operators, Metal and Plastic

20 -9% $15.0High school diploma or equivalent

First-Line Supervisors of Production and Operating Workers

16 -24% $23.0Postsecondary non-degree award

General and Operations Managers 14 -18% $36.7 Bachelor's degree

Office Clerks, General 11 -21% $12.6High school diploma or equivalent

Top Occupations: Marshall-Putnam-Stark Region, IL

Note: SOC (Standard Occupation Classification) 5-digit occupations are included by jobs in 2014. EMSI does not sufficient data (<10 jobs) for Shipping, Receiving, and Traffic Clerks; Engineers, All Other; Production, Planning, and Expediting Clerks; Mechanical Drafters; Stock Clerks and Order Fillers; Architectural and Civil Drafters; Executive Secretaries and Executive Administrative Assistants; Metal Workers and Plastic Workers, All Other; and Tool Grinders, Filers, and Sharpeners.

Fabricated Metal Product Manufacturing Cluster

Source: EMSI Class of Worker 2014.4 (QCEW, non-QCEW, self-employed and extended proprietors).

section 03

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Report ContributorsThis report was prepared by the Purdue Center for Regional Development, in partnership with the Southern Rural Development Center and USDA Rural Development, in support of the Stronger Economies Together program.

Data AnalysisAyoung KimFrancisco Scott

Report AuthorsBo Beaulieu, PhDIndraneel Kumar, PhDAndrey Zhalnin, PhD

Report DesignTyler Wright

This report was supported, in part, by grant from the USDA Rural Development through the auspices of the Southern Rural Development Center. It was produced in support of the Stronger Economies Together (SET) program.

Page 29: Marshall-Putnam-Stark Region, Illinois Target Industry Cluster Analysis.

For more information,please contact:

Dr. Bo Beaulieu, PCRD Director: [email protected]

Or

765-494-7273

The Purdue Center for Regional Development (PCRD) seeks to pioneer new ideas and strategies that contribute to regional

collaboration, innovation and prosperity.

June 2015