Quality Control Analysts
Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests.
AI Impact Summary
Quality Control Analysts faces moderate AI displacement risk with a score of 45/100. This occupation has higher AI displacement risk than 91% of all analyzed occupations. Of 26 analyzed tasks, 9 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
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.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Quality Control Analysts skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
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% |
Protective Factors
Total protective discount: 28.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$60,130
per year
Mean Wage
$64,640
per year
Employment
71K
workers
Wage Range
$37,310 - $101,870
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Recommendations
Skills to Develop
These skills are at risk from AI automation. Quality Control Analysts professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change