Quality Control Analysts
Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests.
How AI Impacts Each Task
26 tasks analyzed
Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples.
Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.
Perform visual inspections of finished products.
Compile laboratory test data and perform appropriate analyses.
Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.
Calibrate, validate, or maintain laboratory equipment.
Participate in out-of-specification and failure investigations and recommend corrective actions.
Supply quality control data necessary for regulatory submissions.
Receive and inspect raw materials.
Investigate or report questionable test results.
Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines.
Ensure that lab cleanliness and safety standards are maintained.
Identify quality problems and recommend solutions.
Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.
Review data from contract laboratories to ensure accuracy and regulatory compliance.
Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols.
Serve as a technical liaison between quality control and other departments, vendors, or contractors.
Train other analysts to perform laboratory procedures and assays.
Coordinate testing with contract laboratories and vendors.
Identify and troubleshoot equipment problems.
Participate in internal assessments and audits as required.
Write or revise standard quality control operating procedures.
Develop and qualify new testing methods.
Evaluate analytical methods and procedures to determine how they might be improved.
Prepare or review required method transfer documentation including technical transfer protocols or reports.
Evaluate new technologies and methods to make recommendations regarding their use.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples. | 67Estimated | 76.0% | 10% | |
| Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release. | 87Estimated | 84.0% | 8% | |
| Perform visual inspections of finished products. | 80Estimated | 65.0% | 5% | |
| Compile laboratory test data and perform appropriate analyses. | 47.72Observed | 68.3% | 6% | |
| Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms. | 92Estimated | 86.0% | 6% | |
| Calibrate, validate, or maintain laboratory equipment. | 48.52Observed | 52.4% | 4% | |
| Participate in out-of-specification and failure investigations and recommend corrective actions. | 55Estimated | 49.0% | 5% | |
| Supply quality control data necessary for regulatory submissions. | 87Estimated | 84.0% | 3% | |
| Receive and inspect raw materials. | 50Estimated | 53.0% | 3% | |
| Investigate or report questionable test results. | 60Estimated | 51.0% | 4% | |
| Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines. | 40Estimated | 43.0% | 4% | |
| Ensure that lab cleanliness and safety standards are maintained. | 35Estimated | 47.0% | 3% | |
| Identify quality problems and recommend solutions. | 60Estimated | 51.0% | 4% | |
| Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses. | 75Estimated | 57.0% | 3% | |
| Review data from contract laboratories to ensure accuracy and regulatory compliance. | 92Estimated | 86.0% | 3% | |
| Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols. | 72Estimated | 78.0% | 3% | |
| Serve as a technical liaison between quality control and other departments, vendors, or contractors. | 20Estimated | 23.0% | 3% | |
| Train other analysts to perform laboratory procedures and assays. | 30Estimated | 27.0% | 3% | |
| Coordinate testing with contract laboratories and vendors. | 87Estimated | 84.0% | 2% | |
| Identify and troubleshoot equipment problems. | 70Observed | 37.0% | 3% | |
| Participate in internal assessments and audits as required. | 67Estimated | 76.0% | 3% | |
| Write or revise standard quality control operating procedures. | 70Estimated | 55.0% | 3% | |
| Develop and qualify new testing methods. | 35Estimated | 41.0% | 3% | |
| Evaluate analytical methods and procedures to determine how they might be improved. | 55Estimated | 49.0% | 2% | |
| Prepare or review required method transfer documentation including technical transfer protocols or reports. | 92Estimated | 86.0% | 2% | |
| Evaluate new technologies and methods to make recommendations regarding their use. | 63.8Observed | 52.5% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
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Prior Experience Needed
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Related News
Recent articles about AI affecting this occupation
Robots Testing Robots Hints at Fully Automated QA Roles
Developers are successfully using AI-driven robots to test and validate other robots, creating a closed-loop automation system. This milestone demonstrates how quality assurance and testing roles could soon be entirely removed from human hands.
AI Vision Automation Reshapes Manufacturing Quality Control Roles
Startups are tackling manufacturing bottlenecks by integrating AI vision systems into broader factory workflows. This shift threatens traditional quality assurance roles while creating demand for systems integrators.
As AI Improves, Human Oversight and Error Catching Becomes Harder
As AI systems generate more complex outputs, human reviewers are struggling to identify subtle errors. This creates a growing demand for specialized AI auditors while making basic fact-checking roles obsolete.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis