Salary guide, May 2025
Manufacturing pay in Columbus, IN
Manufacturing Headhunters uses the published BLS OEWS figures below. They describe the mapped occupation and area, not an individual offer.
This is what we do all day: recruit manufacturing professionals.
BLS published a median for 280 of our 368 roles here. Ranking uses exact published annual medians only. Top-coded, hourly-only and unpublished values are listed separately.
- Manufacturing Engineering Manager$180,830
- Process Engineering Manager$180,830
- Controls / Automation Manager$180,830
- VP of Engineering$180,830
- Director of R&D$180,830
- Director of Manufacturing Engineering$180,830
- NPI Manager$180,830
- Capital Projects Manager$180,830
- Lead Manufacturing Engineer$180,830
- Senior Industrial Engineer$180,830
- Senior Packaging Engineer$180,830
- Director of Automation$180,830
- Automation Manager$180,830
- Chief Technology Officer (CTO)$180,830
- R&D Manager$180,830
- R&D Engineer$180,830
- Engineering Manager (Product)$180,830
- Senior Mechanical Design Engineer$180,830
- Lead Product Development Engineer$180,830
- Regulatory Affairs Manager$147,910
- EHS Manager$147,910
- EHS Director$147,910
- Safety Manager$147,910
- Environmental Manager$147,910
- Process Safety Manager$147,910
Bars show the top 25 of 280 ranked. The table below lists all 280. Literal BLS medians, May 2025.
| Rank | Role | BLS occupation | 25th | Median | 75th | Employment | LQ |
|---|---|---|---|---|---|---|---|
| 1 | Manufacturing Engineering Manager | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 2 | Process Engineering Manager | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 3 | Controls / Automation Manager | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 4 | VP of Engineering | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 5 | Director of R&D | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 6 | Director of Manufacturing Engineering | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 7 | NPI Manager | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 8 | Capital Projects Manager | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 9 | Lead Manufacturing Engineer | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 10 | Senior Industrial Engineer | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 11 | Senior Packaging Engineer | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 12 | Director of Automation | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 13 | Automation Manager | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 14 | Chief Technology Officer (CTO) | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 15 | R&D Manager | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 16 | R&D Engineer | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 17 | Engineering Manager (Product) | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 18 | Senior Mechanical Design Engineer | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 19 | Lead Product Development Engineer | Architectural and Engineering Managers (11-9041) | $175,550 | $180,830 | $211,950 | 310 | 4.44 |
| 20 | Regulatory Affairs Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 21 | EHS Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 22 | EHS Director | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 23 | Safety Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 24 | Environmental Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 25 | Process Safety Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 26 | S&OP Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 27 | Trade Compliance Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 28 | Service / Aftermarket Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 29 | Environmental Engineer | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 30 | Sustainability Manager / Director | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 31 | Senior EHS Manager | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 32 | EHS Coordinator | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 33 | Director of Planning | Managers, All Other (11-9199) | $76,860 | $147,910 | $185,540 | 40 | 0.21 |
| 34 | CFO (Manufacturing) | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 35 | Corporate Controller | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 36 | Plant Controller | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 37 | VP of Finance | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 38 | Division Controller | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 39 | Assistant Plant Controller | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 40 | FP&A Manager (Operations) | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 41 | Senior Plant Controller | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 42 | Senior Cost Accountant | Financial Managers (11-3031) | $101,100 | $143,590 | $197,070 | 180 | 0.66 |
| 43 | Plant Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 44 | Plant Director / Site Director | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 45 | Assistant Plant Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 46 | Operations Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 47 | Manufacturing Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 48 | Production Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 49 | Shift Manager (2nd / 3rd shift) | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 50 | Plant Startup / Launch Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 51 | Sanitation Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 52 | VP of Quality / Chief Quality Officer | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 53 | Director of Quality | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 54 | Quality Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 55 | QC Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 56 | Supplier Quality Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 57 | Quality Systems Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 58 | FSQA Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 59 | FSQA Director | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 60 | Food Safety Coordinator / SQF Practitioner | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 61 | QA Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 62 | Production Superintendent | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 63 | Area Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 64 | Value Stream Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 65 | Department Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 66 | Sanitation Supervisor | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 67 | Bilingual Production Supervisor | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 68 | Second Shift Production Supervisor | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 69 | Third Shift Production Supervisor | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 70 | QC Lab Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 71 | Validation / CQV Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 72 | CAPA Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 73 | Metrology / Calibration Manager | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 74 | Lead Quality Engineer | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 75 | Quality Supervisor | Industrial Production Managers (11-3051) | $100,430 | $130,490 | $163,850 | 360 | 4.54 |
| 76 | Packaging Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 77 | Tooling Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 78 | Welding Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 79 | Plant Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 80 | Mechanical Design Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 81 | Packaging Development Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 82 | Plant Engineering Manager | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 83 | Mechanical Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 84 | Product Design Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 85 | Product Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 86 | Systems Engineer | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 87 | CAD Designer / Drafter | Mechanical Engineers (17-2141) | $98,620 | $127,700 | $127,700 | 1,000 | 10.52 |
| 88 | Plant HR Manager | Human Resources Managers (11-3121) | $100,840 | $124,230 | $136,050 | 60 | 0.79 |
| 89 | VP of Sales (Industrial) | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 90 | Regional Sales Manager / Technical Sales Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 91 | Director of Sales | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 92 | National Sales Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 93 | Key Account Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 94 | National Account Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 95 | Business Development Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 96 | Territory Sales Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 97 | Channel / Distributor Sales Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 98 | Product Manager (Industrial) | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 99 | Field Service Manager | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 100 | Senior Applications Engineer | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 101 | Lead Field Service Engineer | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 102 | Traveling Field Service Engineer | Sales Managers (11-2022) | $86,880 | $120,730 | $166,280 | 130 | 0.65 |
| 103 | VP of Operations | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 104 | VP of Manufacturing | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 105 | Regional VP of Operations | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 106 | General Manager (Manufacturing) | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 107 | Director of Operations | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 108 | EVP / SVP Operations | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 109 | Division / Business Unit General Manager | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 110 | Director of Manufacturing | General and Operations Managers (11-1021) | $77,180 | $112,760 | $164,880 | 590 | 0.52 |
| 111 | Facilities Manager | Facilities Managers (11-3013) | $98,920 | $110,720 | $142,720 | 90 | 1.87 |
| 112 | Facilities Engineer | Facilities Managers (11-3013) | $98,920 | $110,720 | $142,720 | 90 | 1.87 |
| 113 | Utilities / Energy Manager | Facilities Managers (11-3013) | $98,920 | $110,720 | $142,720 | 90 | 1.87 |
| 114 | Injection Molding Process Engineer | Chemical Engineers (17-2041) | $109,190 | $109,190 | $121,750 | 40 | 6.46 |
| 115 | Extrusion Process Engineer | Chemical Engineers (17-2041) | $109,190 | $109,190 | $121,750 | 40 | 6.46 |
| 116 | MS&T Engineer | Chemical Engineers (17-2041) | $109,190 | $109,190 | $121,750 | 40 | 6.46 |
| 117 | Process Development Engineer | Chemical Engineers (17-2041) | $109,190 | $109,190 | $121,750 | 40 | 6.46 |
| 118 | Tech Transfer Engineer | Chemical Engineers (17-2041) | $109,190 | $109,190 | $121,750 | 40 | 6.46 |
| 119 | PLC Programmer | Software Developers (15-1252) | $98,920 | $104,880 | $123,680 | 280 | 0.53 |
| 120 | MES Engineer | Software Developers (15-1252) | $98,920 | $104,880 | $123,680 | 280 | 0.53 |
| 121 | SCADA / HMI Engineer | Software Developers (15-1252) | $98,920 | $104,880 | $123,680 | 280 | 0.53 |
| 122 | Manufacturing Systems / OT Engineer | Software Developers (15-1252) | $98,920 | $104,880 | $123,680 | 280 | 0.53 |
| 123 | Firmware / Embedded Engineer | Software Developers (15-1252) | $98,920 | $104,880 | $123,680 | 280 | 0.53 |
| 124 | Controls Engineer | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 125 | Electrical Engineer (Plant) | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 126 | Instrumentation & Controls (I&C) Engineer | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 127 | Electrical Design Engineer | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 128 | Senior Controls Engineer | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 129 | Lead Controls Technician | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 130 | Panel Design Engineer (UL 508A) | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 131 | Lead Controls Engineer | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 132 | Controls Supervisor | Electrical Engineers (17-2071) | $82,290 | $99,960 | $117,610 | 70 | 1.11 |
| 133 | Manufacturing Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 134 | Process Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 135 | Industrial Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 136 | Yield Engineer (Semiconductor) | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 137 | Battery Cell Process Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 138 | Quality Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 139 | Supplier Quality Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 140 | Customer Quality Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 141 | Design Quality Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 142 | Validation Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 143 | Reliability Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 144 | Reliability Manager | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 145 | Continuous Improvement Manager | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 146 | Continuous Improvement Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 147 | Lean Six Sigma Black Belt | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 148 | Director of Operational Excellence | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 149 | Supplier Development Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 150 | Lean Manager | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 151 | Senior Manufacturing Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 152 | Senior Process Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 153 | Mold / Die Design Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 154 | Test Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 155 | Senior Quality Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 156 | Quality Engineering Manager | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 157 | Quality Systems Engineer / Specialist | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 158 | Maintenance Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 159 | EHS Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 160 | VP of Operational Excellence | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 161 | Director of Continuous Improvement | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 162 | Lean Specialist / Coordinator | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 163 | Master Black Belt | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 164 | Senior Continuous Improvement Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 165 | Lead Continuous Improvement Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 166 | Supplier Development Manager | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 167 | Material Flow / Logistics Engineer | Industrial Engineers (17-2112) | $97,480 | $97,480 | $126,220 | 910 | 7.76 |
| 168 | Project Engineer / Capital Projects Manager | Project Management Specialists (13-1082) | $68,130 | $91,510 | $119,840 | 140 | 0.4 |
| 169 | Program Manager | Project Management Specialists (13-1082) | $68,130 | $91,510 | $119,840 | 140 | 0.4 |
| 170 | Safety Specialist / Coordinator | Occupational Health and Safety Specialists (19-5011) | $59,750 | $87,920 | $111,900 | 60 | 1.34 |
| 171 | Industrial Hygienist | Occupational Health and Safety Specialists (19-5011) | $59,750 | $87,920 | $111,900 | 60 | 1.34 |
| 172 | Environmental Permitting Specialist | Occupational Health and Safety Specialists (19-5011) | $59,750 | $87,920 | $111,900 | 60 | 1.34 |
| 173 | Industrial Electrician | Electricians (47-2111) | $60,450 | $79,670 | $79,770 | 290 | 1.19 |
| 174 | Quality Auditor / Lead Auditor | Compliance Officers (13-1041) | $78,770 | $78,770 | $78,770 | 150 | 1.14 |
| 175 | Document Control Manager | Compliance Officers (13-1041) | $78,770 | $78,770 | $78,770 | 150 | 1.14 |
| 176 | Regulatory Compliance Manager | Compliance Officers (13-1041) | $78,770 | $78,770 | $78,770 | 150 | 1.14 |
| 177 | Cost Accountant | Accountants and Auditors (13-2011) | $62,940 | $78,740 | $101,140 | 330 | 0.71 |
| 178 | Cost Accounting Manager | Accountants and Auditors (13-2011) | $62,940 | $78,740 | $101,140 | 330 | 0.71 |
| 179 | Senior Cost Analyst | Accountants and Auditors (13-2011) | $62,940 | $78,740 | $101,140 | 330 | 0.71 |
| 180 | Inventory Accountant | Accountants and Auditors (13-2011) | $62,940 | $78,740 | $101,140 | 330 | 0.71 |
| 181 | Production Supervisor | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 182 | Line Lead | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 183 | Shift Supervisor | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 184 | Packaging Supervisor | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 185 | Production Team Lead | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 186 | CNC Machining Supervisor | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 187 | Welding Supervisor | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 188 | Packaging Maintenance Supervisor | First-Line Supervisors of Production and Operating Workers (51-1011) | $62,310 | $75,640 | $94,340 | 690 | 3.2 |
| 189 | Maintenance Manager | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 190 | Director of Maintenance | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 191 | Maintenance Supervisor | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 192 | Maintenance & Engineering Manager | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 193 | Asset Management / CMMS Manager | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 194 | Tool Room Manager | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 195 | Lead Maintenance Technician | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 196 | Senior Reliability Engineer | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 197 | Lead Reliability Engineer | First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) | $61,610 | $74,640 | $92,430 | 170 | 0.87 |
| 198 | Buyer / Senior Buyer | Buyers and Purchasing Agents (13-1020) | $58,160 | $71,500 | $95,380 | 170 | 1.09 |
| 199 | Tool and Die Maker | Tool and Die Makers (51-4111) | $57,380 | $71,180 | $78,910 | 180 | 9.65 |
| 200 | Mold Maker | Tool and Die Makers (51-4111) | $57,380 | $71,180 | $78,910 | 180 | 9.65 |
| 201 | Field Service Engineer | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 202 | Industrial Maintenance Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 203 | Packaging Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 204 | Line Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 205 | Maintenance Mechanic | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 206 | Multi-Craft Maintenance Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 207 | Hydraulic / Fluid Power Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 208 | Boiler Operator / Stationary Engineer (Plant Utilities) | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 209 | Predictive Maintenance (PdM) Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 210 | Forklift / Material Handling Equipment Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 211 | Maintenance Technician A | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 212 | Maintenance Technician B | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 213 | Maintenance Technician C | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 214 | Traveling Millwright | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 215 | Filler Operator | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 216 | Packaging Operator | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 217 | End-of-Line Operator (palletizer and robot cell) | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 218 | Lead Packaging Technician | Industrial Machinery Mechanics (49-9041) | $57,890 | $63,770 | $76,280 | 490 | 3.48 |
| 219 | CNC Machinist | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 220 | 5-Axis CNC Machinist | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 221 | Swiss CNC Machinist | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 222 | CNC Machine Operator | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 223 | Horizontal Boring Mill (HBM) Machinist | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 224 | Manual Machinist | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 225 | EDM Machinist (Wire and Sinker) | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 226 | CNC Grinder / Precision Grinder | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 227 | Lead Machinist | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 228 | Machinist A | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 229 | Machinist B | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 230 | Machinist C | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 231 | Senior CNC Machinist | Machinists (51-4041) | $60,470 | $61,230 | $61,230 | 1,470 | 15.95 |
| 232 | Maintenance Planner / Scheduler | Production, Planning, and Expediting Clerks (43-5061) | $48,980 | $60,180 | $71,410 | 210 | 1.68 |
| 233 | Production Planner / Master Scheduler | Production, Planning, and Expediting Clerks (43-5061) | $48,980 | $60,180 | $71,410 | 210 | 1.68 |
| 234 | Inventory Control Specialist | Production, Planning, and Expediting Clerks (43-5061) | $48,980 | $60,180 | $71,410 | 210 | 1.68 |
| 235 | Demand Planner | Production, Planning, and Expediting Clerks (43-5061) | $48,980 | $60,180 | $71,410 | 210 | 1.68 |
| 236 | Supply Planner | Production, Planning, and Expediting Clerks (43-5061) | $48,980 | $60,180 | $71,410 | 210 | 1.68 |
| 237 | Production Scheduler | Production, Planning, and Expediting Clerks (43-5061) | $48,980 | $60,180 | $71,410 | 210 | 1.68 |
| 238 | Logistics Supervisor | First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors (53-1047) | $48,080 | $59,570 | $75,540 | 170 | 0.85 |
| 239 | Shipping Supervisor | First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors (53-1047) | $48,080 | $59,570 | $75,540 | 170 | 0.85 |
| 240 | CNC Programmer | Computer Numerically Controlled Tool Programmers (51-9162) | $55,440 | $57,770 | $77,170 | 40 | 4.4 |
| 241 | Industrial Refrigeration (Ammonia) Technician | Heating, Air Conditioning, and Refrigeration Mechanics and Installers (49-9021) | $46,810 | $54,490 | $66,080 | 70 | 0.55 |
| 242 | Production Welder (MIG) | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 243 | TIG Welder | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 244 | Code Welder (ASME / Pressure Vessel) | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 245 | Welder-Fabricator | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 246 | Fitter / Layout Fitter | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 247 | Sheet Metal Fabricator | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 248 | Laser / Plasma / Waterjet Cutting Operator | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 249 | Heat Treat Technician | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 250 | Plating / Anodizing Technician | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 251 | Industrial Painter / Powder Coat Technician | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 252 | Foundry Molder / Melt Operator | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 253 | Lead Welder | Welders, Cutters, Solderers, and Brazers (51-4121) | $45,970 | $49,320 | $57,210 | 310 | 2.34 |
| 254 | Quality Inspector | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 255 | Quality Technician | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 256 | CMM Programmer | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 257 | Certified Welding Inspector (CWI) | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 258 | Food Safety / QA Technician | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 259 | First Article Inspector | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 260 | Receiving / Source Inspector | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 261 | Metrology Technician | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 262 | Microbiology Lab Technician | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 263 | Environmental Monitoring Technician | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 264 | Lead Quality Inspector | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 265 | Senior CMM Programmer | Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061) | $43,290 | $49,030 | $61,720 | 900 | 4.7 |
| 266 | CNC Setup Machinist | Computer Numerically Controlled Tool Operators (51-9161) | $48,590 | $48,590 | $53,040 | 610 | 11.26 |
| 267 | Press Brake Operator | Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic (51-4031) | $39,580 | $47,880 | $52,460 | 260 | 4.67 |
| 268 | Die Setter (Stamping) | Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic (51-4031) | $39,580 | $47,880 | $52,460 | 260 | 4.67 |
| 269 | QC Lab Technician | Chemical Technicians (19-4031) | $37,070 | $45,360 | $59,290 | 40 | 2.21 |
| 270 | Shipping & Receiving Lead | Shipping, Receiving, and Inventory Clerks (43-5071) | $39,300 | $44,780 | $49,490 | 470 | 1.78 |
| 271 | Hazmat Shipping Specialist | Shipping, Receiving, and Inventory Clerks (43-5071) | $39,300 | $44,780 | $49,490 | 470 | 1.78 |
| 272 | Warehouse Lead | Shipping, Receiving, and Inventory Clerks (43-5071) | $39,300 | $44,780 | $49,490 | 470 | 1.78 |
| 273 | Skilled Material Handler (ERP / MRP transactions, line feeding) | Shipping, Receiving, and Inventory Clerks (43-5071) | $39,300 | $44,780 | $49,490 | 470 | 1.78 |
| 274 | Production / Material Expediter | Shipping, Receiving, and Inventory Clerks (43-5071) | $39,300 | $44,780 | $49,490 | 470 | 1.78 |
| 275 | Kitting Lead | Shipping, Receiving, and Inventory Clerks (43-5071) | $39,300 | $44,780 | $49,490 | 470 | 1.78 |
| 276 | Inventory Control Lead | Shipping, Receiving, and Inventory Clerks (43-5071) | $39,300 | $44,780 | $49,490 | 470 | 1.78 |
| 277 | Certified Forklift Operator | Industrial Truck and Tractor Operators (53-7051) | $38,190 | $43,780 | $47,650 | 210 | 0.83 |
| 278 | Injection Molding Technician | Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic (51-4072) | $33,830 | $38,420 | $41,820 | 330 | 6.85 |
| 279 | Sanitation Technician | Janitors and Cleaners, Except Maids and Housekeeping Cleaners (37-2011) | $31,050 | $35,360 | $42,160 | 420 | 0.59 |
| 280 | Sanitation Lead | Janitors and Cleaners, Except Maids and Housekeeping Cleaners (37-2011) | $31,050 | $35,360 | $42,160 | 420 | 0.59 |
What should you know about not published by BLS?
CEO / President (Manufacturing), Chief Operating Officer (COO), Materials Engineer, Metallurgist / Metallurgical Engineer, Automation Engineer, Robotics Engineer, Machine Vision Engineer, Product Development Engineer, Food Scientist, Formulation Chemist, VP of Supply Chain / Director of Supply Chain, Supply Chain Manager, Purchasing Manager, Strategic Sourcing Manager, Materials Manager, Logistics Manager, Warehouse Manager / Distribution Center Manager, Sales Engineer, Applications Engineer, Robotic Welding Technician, Electromechanical / Mechatronics Technician, Millwright, PLC / Controls Technician, Robotics Technician, Instrumentation & Electrical (I&E) Technician, Production Technician, Setup Technician, Skilled Mechanical Assembler, Electronics Assembler / Solderer, Wire Harness & Cable Assembler, SMT Technician, Control Panel Builder, Aircraft Structures Assembler, Composite Technician, Process Technician, Extrusion Technician, Flexographic Press Operator, Chemical Operator, GMP Manufacturing Technician, Bioprocess Technician, Food Process Operator, Semiconductor Fab Technician, Semiconductor Equipment Technician, Battery Cell Production Technician, Calibration Technician, NDT Technician, CIP Technician, Overhead Crane Operator & Rigger, Procurement Manager, Senior Director of Operations, Polymer / Plastics Engineer, Product Development Scientist, QC Microbiology Manager, Chief Supply Chain Officer, Director of Procurement, Commodity Manager, Category Manager (Direct Materials), Inventory Control Manager, Senior Production Planner, Senior Buyer, Director of Logistics, Transportation Manager, Warehouse Supervisor, Shipping & Receiving Manager, Inside Sales Engineer, Applications Engineering Manager, Proposal / Quotation Engineer, Skilled Machine Operator, Utility / Relief Operator, Production Trainer (OJT Trainer), Senior Production Technician, Lead Production Technician, Electronics Test Technician, Machine Builder (equipment OEM assembly fitter), Cleanroom Assembler (Medical Device), Senior Electronics Test Technician, Lead Mechanical Assembler, Converting Operator (slitter, laminator, bag machine, die cutter), Control Room (DCS) Operator, Batch Maker / Compounder, Paper Machine Operator (Machine Tender), Industrial Wastewater Treatment Operator, Aseptic Fill Operator, Solid Dose Operator (granulation, compression, encapsulation, coating), Retort / Thermal Process Operator, Brewer / Cellar Operator, Senior Process Technician, Lead Process Technician.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025. Area: Columbus, IN. Official area tables. Released 2026-05-15. LQ is employment concentration, not a wage index.
Reading this wage estimate
What does this data mean for your opening?
Manufacturing Headhunters evaluates the executive compensation market in Columbus, IN. For manufacturing occupations in Columbus, IN, releases are separate survey estimates. They are not the same workers' raises and do not establish a pay trend or its cause. The P25 to P75 range is $175,550 to $211,950.
This role falls under the broad SOC 11-9041 classification, which does not distinguish between individual company industrial processes.
The national median for this occupation is $171,270. Columbus, IN features a local middle-band width of $36,400, much tighter than the national middle-band width of $73,140. With 310 employees reported in this metro area and a high location quotient of 4.44, the region demonstrates an exceptional concentration of manufacturing engineering leadership. This concentration is a vital context for any regional recruiting initiative.
For manufacturing occupations in Columbus, IN, OEWS measures straight-time gross wages, not pure base salary or total compensation. Commissions and production bonuses are included; overtime, shift differentials, nonproduction bonuses and benefits are excluded. For industries like Aerospace Product and Parts Manufacturing, the national median is $192,800.
To remain competitive in such a high-concentration area, the P75 salary of $211,950 should be the target for high-level recruits. The relative stability in the median salary, as evidenced by the $2,110 change, suggests a mature market for these specialized engineering roles. Hiring managers should focus on the candidate's mastery of local manufacturing standards and specific production technologies, as these local factors will drive individual compensation beyond the broad averages presented by the BLS.
Which pay questions should you settle before hiring?
Related recruiting or pay page · Related wage comparison 1 · Related wage comparison 2 · Related wage comparison 3 · Related wage comparison 4 · Related wage comparison 5 · Related wage comparison 6 · Related wage comparison 7 · Related wage comparison 8 · Related wage comparison 9 · Data methodology
How does the local median compare to the national median?
The local median of $180,830 is higher than the national median of $171,270 for this broader occupational group.
Does the local area have a high concentration of this role?
Yes, with a location quotient of 4.44, the area shows an exceptionally high concentration of manufacturing engineering managers compared to other regions.
Related recruiting or pay page · Related wage comparison 1 · Related wage comparison 2 · Related wage comparison 3 · Related wage comparison 4 · Related wage comparison 5 · Related wage comparison 6 · Related wage comparison 7 · Related wage comparison 8 · Related wage comparison 9 · Data methodology