AI exposure by occupation, O*NET 11-3051.01
Will AI replace Quality Control Systems Managers?
Quality Control Systems Managers: AI can already handle 20 of 27 tasks; the work mostly needs a frontier-tier model.
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Every task, scored
The 27 tasks O*NET 30.3 lists for Quality Control Systems Managers, from most to least exposed. 20 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Identify quality problems or areas for improvement and recommend solutions. | Observed | Standard | |
| Participate in the development of product specifications. | Observed | Frontier | |
| Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards. | Estimated | Standard | |
| Stop production if serious product defects are present. | Estimated | Standard | |
| Monitor performance of quality control systems to ensure effectiveness and efficiency. | Estimated | Frontier | |
| Direct product testing activities throughout production cycles. | Estimated | Frontier | |
| Instruct staff in quality control and analytical procedures. | Estimated | Standard | |
| Direct the tracking of defects, test results, or other regularly reported quality control data. | Estimated | Frontier | |
| Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends. | Estimated | Efficient | |
| Communicate quality control information to all relevant organizational departments, outside vendors, or contractors. | Estimated | Standard | |
| Identify critical points in the manufacturing process and specify sampling procedures to be used at these points. | Estimated | Frontier | |
| Document testing procedures, methodologies, or criteria. | Estimated | Efficient | |
| Instruct vendors or contractors on quality guidelines, testing procedures, or ways to eliminate deficiencies. | Estimated | Frontier | |
| Confer with marketing and sales departments to define client requirements and expectations. | Estimated | Standard | |
| Review and update standard operating procedures or quality assurance manuals. | Estimated | Efficient | |
| Analyze quality control test results and provide feedback and interpretation to production management or staff. | Estimated | Standard | |
| Collect and analyze production samples to evaluate quality. | Estimated | Standard | |
| Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control. | Estimated | Standard | |
| Evaluate new testing and sampling methodologies or technologies to determine usefulness. | Estimated | Standard | |
| Review and approve quality plans submitted by contractors. | Estimated | Efficient | |
| Monitor development of new products to help identify possible problems for mass production. | Estimated | Standard | |
| Coordinate the selection and implementation of quality control equipment, such as inspection gauges. | Estimated | Frontier | |
| Review quality documentation necessary for regulatory submissions and inspections. | Observed | Efficient | |
| Oversee workers including supervisors, inspectors, or laboratory workers engaged in testing activities. | Estimated | Standard | |
| Create and implement inspection and testing criteria or procedures. | Estimated | Standard | |
| Generate and maintain quality control operating budgets. | Estimated | Standard | |
| Audit and inspect subcontractor facilities including external laboratories. | Estimated | Efficient |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 3 of 27 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 24 of 27. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A frontier-tier model or lower covers 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 246,250
- Median annual wage
- $126,060
- Middle half of earners
- $98,160 to $161,880
- Projected change, 2024 to 2034
- +1.9%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Quality Control Analysts 71% skill overlap, about 10 months to move Exposure52
- Construction Managers 61% skill overlap, about 14 months to move Exposure47
- Industrial Production Managers 60% skill overlap, about 14 months to move Exposure42
- Regulatory Affairs Managers 59% skill overlap, about 15 months to move Exposure58
- Compliance Managers 59% skill overlap, about 15 months to move Exposure57
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Quality Control Systems Managers and AI
Will AI replace Quality Control Systems Managers?
AI already handles 20 of the 27 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 64 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +1.9% from 2024 to 2034.
What is the AI exposure of Quality Control Systems Managers?
64 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 3 of the 27 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 24 are estimated from each task's O*NET work activity.
Which Quality Control Systems Managers tasks can AI already do?
The tasks with the highest exposure are: Identify quality problems or areas for improvement and recommend solutions; Participate in the development of product specifications; Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards. They are three of the 20 tasks that reach 60 or more.
What AI model tier does this role need?
A frontier-tier model or lower covers 100% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Quality Control Systems Managers, and what do they earn?
246,250 people in the United States, with a median annual wage of $126,060 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +1.9% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Quality Control Systems Managers. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/quality-control-systems-managers
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