Quality Control Analysts

SOC 19-4099.01Job Zone 3 · Medium Preparationv.26.05

Context coveredThis framework covers quality control analysts working in regulated laboratory and production environments — conducting sample analyses, calibrating equipment, interpreting results against specifications, maintaining documentation, and advancing toward leading quality systems and teams across a medium-preparation career pathway.

Sources:O*NET v30.2 SkillsCrosswalk

Emerging

Entry / Apprentice

Routine in-process material samples — collect and prepare under direct supervision following established laboratory protocols.
Standard test procedures — execute step-by-step for raw material analysis with guidance from a senior analyst.
Laboratory equipment logbooks and data capture forms — complete accurately under supervision to support testing documentation requirements.
Basic laboratory safety rules and cleanliness standards — follow consistently to maintain a compliant lab environment.
Finished product visual inspections — perform using defined acceptance criteria checklists with supervisor oversight.
Test results and specification sheets — read and compare to identify obvious out-of-range values under direction.
Common laboratory instruments — identify correct usage and handle safely after introductory on-the-job training.
Laboratory inventory forms — update and reconcile during routine stock checks under technician guidance.
Electronic mail and desktop communications software — use to submit completed data sheets and receive daily task assignments.
Measurement and unit conversion calculations — perform using basic mathematics to support sample preparation in a quality lab setting.

Developing

Mid-level / Established

In-process and finished goods samples — conduct routine and non-routine analyses independently following validated standard operating procedures.
Test result data — interpret against established specifications and control limits and recommend release or hold decisions with minimal oversight.
Laboratory instruments and analytical equipment — calibrate and perform scheduled maintenance according to validation protocols in a regulated lab environment.
Compiled test data sets — organize and perform appropriate statistical analyses using laboratory data management or analytical software.
Equipment malfunctions and performance deviations — identify and troubleshoot common problems, escalating complex issues to senior staff.
Environmental and stability samples — prepare and analyze on defined schedules, adapting sampling plans to routine production variations.
Quality control documentation packages — assemble completely and accurately to meet internal audit and regulatory submission requirements.
Finished product visual inspection findings — record, summarize, and communicate in written reports using clear, precise technical language.
Database query and reporting tools — use to retrieve historical test data and support trend monitoring activities.
Laboratory safety and housekeeping audits — participate in and apply corrective actions to sustain ongoing compliance in a production facility.

Proficient

Senior / Expert IC

Non-routine and complex sample analyses — design and execute across raw materials, in-process, and finished goods without supervisory direction in a GMP-regulated environment.
Out-of-specification and atypical test results — investigate root causes, apply critical thinking and deductive reasoning, and author formal deviation reports.
Laboratory equipment qualification and validation protocols — develop and execute to ensure instruments meet regulatory and quality system requirements.
Full testing data packages — compile, critically evaluate, and authorize for product release or rejection based on holistic assessment of results.
Recurring equipment and method problems — troubleshoot systematically using scientific problem-solving skills and recommend permanent corrective actions.
Quality metrics and trend data — analyze across multiple product lines or time periods to identify systemic issues and present findings to stakeholders.
Cross-functional teams — collaborate with production, regulatory affairs, and R&D to resolve quality issues using strong oral and written communication skills.
Document management and content workflow software — administer for the laboratory section, ensuring version-controlled SOPs are current and accessible.
New analysts and technicians — mentor in testing techniques, documentation standards, and laboratory safety practices during on-the-job training.
Risk-based inspection and sampling plans — design for finished goods or stability programs by applying inductive reasoning and systems analysis to quality data.

Advanced

Lead / Principal / Executive

Laboratory quality systems and control frameworks — design and implement organization-wide to ensure compliance with applicable regulatory standards and industry best practices.
Quality control analyst teams — lead, coach, and evaluate, setting performance expectations and fostering a culture of accuracy, integrity, and continuous improvement.
Strategic testing and validation roadmaps — develop for new products or methods, aligning laboratory capabilities with long-term business and regulatory goals.
Cross-departmental quality improvement initiatives — direct by applying systems analysis to identify process gaps and drive measurable reductions in nonconformance rates.
Regulatory inspections and third-party audits — represent the quality control function, presenting data, defending methodologies, and negotiating corrective action commitments.
Enterprise application integration and analytical software platforms — oversee selection, implementation, and governance to modernize laboratory data management infrastructure.
Quality risk assessments for product launches or process changes — lead multidisciplinary teams through structured evaluations using advanced judgment and decision-making frameworks.
Laboratory budget and resource allocation — manage strategically, prioritizing capital equipment investments and staffing to sustain testing capacity and compliance.
Industry-wide quality standards and emerging regulatory guidance — monitor actively and translate into updated internal policies, procedures, and training curricula.
Organizational quality culture — champion through visible leadership, communicating quality performance metrics and accountability expectations across all levels of the enterprise.

AI-at-Work Competency Framework

Sources:Anthropic Economic Index Jadhav & Danve, 2026 WEF Skills Taxonomy

Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging

AI-assisted specification lookup — uses an LLM to retrieve and summarize established control limits and test specifications, cross-checking outputs against official documentation before applying them to in-process analysis Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Routine report drafting — submits structured test result summaries to an AI writing assistant to produce first-draft QC reports, then reviews and corrects content against raw instrument data WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..

Developing

Data interpretation support — feeds tabular test results into an AI tool to flag values outside control limits, then independently verifies flagged anomalies before issuing a release recommendation Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Calibration log analysis — delegates review of equipment calibration and maintenance records to an AI assistant, using the output to prioritize hands-on validation checks Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Environmental sample trend monitoring — directs an AI data-analysis tool to surface patterns across time-series environmental sample data, retaining judgment on whether trends warrant corrective action WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..

Proficient

Non-routine analysis scoping — orchestrates an AI assistant to synthesize method-validation literature and precedent test protocols for non-routine sample types, then designs the physical testing procedure independently Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Root-cause investigation acceleration — hands off structured deviation reports and historical batch data to an AI reasoning tool, evaluates the generated hypotheses against physical inspection findings, and authors the final corrective-action recommendation Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Visual inspection decision support — integrates AI-generated classification outputs on finished-product imagery into the inspection workflow, overriding or confirming results through direct physical examination Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..

Advanced

QC workflow redesign with AI integration — architects laboratory AI-tool adoption strategies that map high-feasibility analytic tasks to AI handling and low-feasibility judgment tasks to human analysts, ensuring regulatory defensibility of all AI-assisted release decisions Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Cross-functional AI output governance — establishes acceptance criteria and validation protocols for AI-generated test interpretations used across QC, production, and regulatory teams, defining escalation paths when AI confidence falls below defined thresholds Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..

Evidence pack

AEI usage: Task observations: 103
Augment share: 10.3%
Time saved: 84.7%
AI autonomy: 3.13
SAFI positioning: Top skill: Quality Control Analysis
Score: 62.1 / 100
precision: category_estimate
WEF cluster: Data Science and Analysis
data_science_and_analysis

Sources:Anthropic Economic Index WEF Skills Taxonomy Jadhav & Danve, 2026

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable Skills O*NET v30.2

Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication10 statements

Emerging

Test result summaries — transcribes analysis findings into standardized data capture forms using prescribed laboratory templates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Verbal status updates — reports basic in-process testing outcomes to supervisors using clear, factual language during shift handoffs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Developing

Nonconformance documentation — drafts written deviation reports describing out-of-specification results with relevant test conditions and observations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Cross-functional communication — conveys calibration schedules and equipment status updates to maintenance and operations teams using shared logbooks O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Active listening in review meetings — restates specification requirements and corrective action directives accurately after quality review discussions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Release recommendation reports — compiles compiled test data into structured written summaries that justify accept-or-reject decisions against established control limits Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Regulatory-ready records — produces complete, audit-ready documentation packages including data capture forms, equipment logbooks, and inventory forms that meet compliance standards O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Stakeholder-tailored briefings — translates analytical findings into accessible language for production, regulatory, or management audiences depending on context Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Quality communication systems — authors laboratory SOPs, specification documents, and training materials that standardize communication practices across the QC team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Cross-site data reporting — leads synthesis and presentation of multi-batch stability data trends to senior leadership, articulating risk and recommended action clearly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

2Leadership8 statements

Emerging

Lab safety ownership — takes personal initiative to report cleanliness and safety hazards without being prompted, modeling compliance behavior for peers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Procedure adherence — follows established testing protocols independently, reducing reliance on supervisor direction during routine analyses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Developing

Peer guidance — walks newer analysts through sample preparation and documentation procedures during on-the-job training moments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Equipment stewardship — assumes responsibility for calibration and maintenance schedules for assigned instruments, coordinating with stakeholders proactively O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Inspection leadership — leads finished product visual inspection workflows, setting standards and pace for the quality review team during high-volume production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Accountability modeling — owns errors in test execution or documentation, initiates corrective action reports, and communicates findings transparently to management Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

QC team development — mentors junior analysts in complex problem-solving approaches for nonroutine sample analyses, building team technical capability over time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Continuous improvement leadership — champions process improvement initiatives within the QC lab, defining measurable goals and tracking outcomes across testing workflows Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

3Metacognition8 statements

Emerging

Procedure self-monitoring — recognizes when a testing step produces an unexpected result and pauses to re-read the applicable SOP before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Knowledge gap identification — identifies specific chemistry or instrumentation concepts that require further study after encountering an unfamiliar analysis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Developing

Error pattern awareness — reflects on recurring documentation or analytical mistakes and adjusts personal workflow strategies to reduce their frequency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Learning strategy selection — chooses between hands-on equipment practice, reading technical manuals, or peer consultation based on the type of skill gap encountered Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Test strategy evaluation — assesses the appropriateness of a selected analytical method for a given sample matrix before execution, adjusting approach when limitations are identified Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Cognitive load management — structures complex multi-sample testing sequences into prioritized steps to prevent omission errors during high-throughput periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Analytical judgment calibration — evaluates own historical decision-making on borderline release calls, identifying systematic biases and refining personal decision frameworks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Team metacognitive coaching — facilitates after-action reviews following laboratory investigations, guiding peers to examine their own reasoning processes and identify blind spots Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

4Critical Thinking9 statements

Emerging

Specification comparison — compares raw test results against established control limits and identifies whether values fall within or outside acceptable ranges Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Basic anomaly recognition — flags unexpected instrument readings or visual inspection outcomes for supervisor review rather than proceeding without verification Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Root cause hypothesis generation — proposes likely sources of out-of-specification results by examining sample handling, reagent lot, and instrument performance variables Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Data credibility assessment — evaluates whether compiled laboratory test data is complete, internally consistent, and appropriate for use in a release decision Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Nonroutine sample analysis — applies structured analytical reasoning to design and execute testing approaches for sample types not covered by existing standard procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Evidence-based release decisions — synthesizes multi-parameter test data, historical batch trends, and specification requirements to form and document defensible accept-or-reject recommendations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Assumption identification — recognizes when testing conclusions rest on unverified assumptions about sample stability or instrument accuracy, and initiates confirmatory analysis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Systemic quality risk analysis — applies cross-batch trend analysis to identify latent process vulnerabilities before they produce out-of-specification results, driving preventive action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Method validity challenge — critically evaluates whether established analytical methods remain appropriate when raw material suppliers, production processes, or regulatory standards change Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

5Collaboration8 statements

Emerging

Shared lab space coordination — coordinates sample queue order and equipment access with fellow analysts to minimize conflicts during concurrent testing runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Documentation handoffs — provides complete, legible data capture forms to the next analyst or shift without gaps that require follow-up clarification Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Cross-functional investigation participation — contributes QC test data and observations constructively during joint investigations with production and regulatory affairs teams Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Diverse-perspective integration — incorporates input from chemistry, microbiology, and operations colleagues when troubleshooting complex equipment or process problems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Collaborative batch release — partners with regulatory, manufacturing, and supply chain stakeholders to align on release timelines while maintaining analytical integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Shared goal accountability — takes on additional testing assignments during staff shortages to ensure team quality throughput commitments are met without compromising accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Inter-laboratory harmonization — leads cross-site collaborative studies to align testing methods, acceptance criteria, and documentation standards across multiple QC laboratories Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Group dynamics navigation — mediates disagreements between QC analysts and production personnel over ambiguous specification interpretations, reaching evidence-based resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

6Character8 statements

Emerging

Data integrity baseline — records actual test values without alteration, even when results are unfavorable, maintaining factual accuracy in all laboratory entries Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Safety standard compliance — consistently follows lab cleanliness and safety protocols as a non-negotiable professional standard, not merely when supervised Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Ethical data handling — refuses to backdate, modify, or selectively omit test records even under production schedule pressure, citing data integrity obligations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Professional accountability — self-reports testing errors promptly and documents corrective actions accurately in equipment logbooks and deviation records Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Regulatory honesty — documents and escalates out-of-specification findings accurately even when release delay outcomes are commercially inconvenient Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Consistent professionalism — maintains respectful, objective conduct during contentious batch disposition discussions, grounding positions in data rather than preference Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Integrity culture modeling — demonstrates and actively reinforces data integrity and ethical laboratory practice norms as an informal standard-setter within the QC team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Ethical risk escalation — identifies and escalates systemic data integrity risks or compliance gaps to quality leadership, accepting personal professional risk to do so Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

7Creativity8 statements

Emerging

Novel observation notation — captures unexpected visual or chemical observations during routine inspections with descriptive specificity rather than dismissing them as noise Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Workflow adaptation — proposes minor adjustments to sample preparation sequences when standard steps produce inconsistent results in a familiar matrix Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Developing

Troubleshooting ideation — generates multiple candidate explanations for equipment malfunction or anomalous results and proposes diagnostic tests to differentiate them Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Documentation improvement — suggests form or logbook redesigns that reduce transcription errors and improve data traceability based on firsthand workflow experience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Nonstandard method adaptation — designs modified analytical approaches for novel sample matrices by creatively applying existing chemistry and instrumentation knowledge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Process innovation proposals — develops original solutions to recurring QC bottlenecks, such as parallel testing sequences or shared reagent preparation strategies, with measurable efficiency gains Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Analytical method development — originates new laboratory testing procedures for previously untested product types, combining divergent chemistry and instrumentation concepts into validated methods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Quality system reimagination — conceives and pilots structural changes to QC workflows, sampling plans, or control strategies that improve detection capability without increasing resource burden Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

8Growth Mindset8 statements

Emerging

Feedback receptivity — accepts supervisor corrections to testing technique or documentation practice without defensiveness and applies the feedback in subsequent work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Unfamiliar analysis engagement — attempts nonroutine sample analyses as a learning opportunity rather than deferring all novel work to more experienced colleagues Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Skill gap pursuit — seeks out cross-training opportunities in adjacent analytical techniques such as HPLC, titration, or spectroscopy to broaden personal testing capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Setback reframing — treats out-of-specification investigations as diagnostic learning events rather than failures, extracting process knowledge from each occurrence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Regulatory knowledge updating — proactively studies evolving pharmacopeial standards or industry guidance to maintain current competence as testing requirements change Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Effort-to-mastery orientation — accepts progressively more complex calibration and validation assignments as challenges that build long-term analytical expertise Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Exceeding

Learning culture cultivation — creates structured opportunities for QC team members to rotate through new testing disciplines, embedding growth orientation into team norms Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Mentored failure analysis — guides junior analysts through post-investigation reviews, framing each lab error as shared team learning rather than individual failure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

9Mindfulness8 statements

Emerging

Attention anchoring — re-focuses concentration on the current testing step after interruptions, verifying position in the procedure before continuing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Pre-analysis preparation — reviews the testing method and checks required equipment and reagents before beginning analysis, reducing mid-procedure errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Distraction management — maintains procedural accuracy during high-volume production periods by using checklists and structured workflows to preserve attention on critical steps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Emotional regulation under pressure — manages frustration during repeated instrument failures or failed analyses without allowing emotional state to compromise documentation accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Intentional observation — conducts visual inspections of finished products with deliberate, systematic attention patterns that detect subtle defects rather than habitual scanning Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Present-moment data entry — enters test results into records immediately upon measurement rather than relying on memory, preventing transcription errors from delayed documentation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Exceeding

Team attention environment — structures QC lab workflows and communication norms to minimize unnecessary interruptions during critical testing sequences, protecting collective analytical accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Mindful escalation judgment — pauses under ambiguous specification situations to deliberately assess available evidence before making release recommendations, resisting pressure for premature decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

10Fortitude8 statements

Emerging

Repetition tolerance — maintains accuracy and diligence through high volumes of routine sample analyses without allowing familiarity to produce complacency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Uncertainty tolerance — continues systematic troubleshooting of an equipment problem without requiring immediate resolution, accepting ambiguity as part of the diagnostic process Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Production pressure resistance — upholds testing rigor and documentation completeness during compressed batch release timelines without skipping required procedural steps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Persistent investigation — sustains multi-day root cause investigations for complex out-of-specification events without abandoning the inquiry prematurely due to difficulty Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Adversarial audit resilience — maintains composure and continues accurate documentation practices during regulatory inspections or internal audits without performance deterioration Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Sustained nonconformance management — manages concurrent deviations, CAPAs, and batch releases over extended high-pressure periods without reduction in analytical quality or ethical standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Regulatory challenge navigation — leads the QC team through major regulatory findings or warning letters, sustaining team performance and morale across months of remediation work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Systemic failure recovery — drives laboratory re-qualification and revalidation efforts following major equipment failures or contamination events, persisting through technical and organizational obstacles to restore full capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Sources:Pathsmith Durable Skills O*NET v30.2

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O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles

Chemistry Quality Control Analyst (Chemistry QC Analyst) · Chemistry Quality Control Technician (Chemistry QC Technician) · Data Quality Analyst · IT Quality Control Analyst (Information Technology Quality Control Analyst) · Lab Analyst · Lab Technician (Lab Tech) · Laboratory Analyst · Laboratory Technician (Lab Tech) · Microbiology Lab Analyst · Microbiology Quality Control Technician (Microbiology QC Tech) · Performance Quality Auditor · QA Analyst (Quality Assurance Analyst)

RAPIDS apprenticeships

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O*NET skills

Quality Control AnalysisMonitoringReading ComprehensionComplex Problem SolvingActive ListeningWritingCritical ThinkingOperations MonitoringSpeakingActive LearningTime ManagementMathematicsSocial PerceptivenessTroubleshootingJudgment and Decision MakingSystems AnalysisSystems Evaluation

Knowledge domains

MathematicsProduction and ProcessingChemistryEnglish LanguageAdministrativeComputers and Electronics

Abilities

Written ComprehensionNear VisionOral ComprehensionWritten ExpressionOral ExpressionDeductive ReasoningProblem SensitivityInductive ReasoningFar VisionFlexibility of Closure

Work styles

Attention to DetailDependabilityCautiousnessIntegrityAchievement OrientationPerseverance

Technology

Document management softwareContent workflow softwareProgram testing softwareDevelopment environment softwareData base user interface and query softwareDesktop communications softwareEnterprise application integration softwareWeb platform development softwareElectronic mail softwareAnalytical or scientific software

Tasks · seed anchors for statements

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.
Calibrate, validate, or maintain laboratory equipment.
Ensure that lab cleanliness and safety standards are maintained.
Perform visual inspections of finished products.
Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.
Compile laboratory test data and perform appropriate analyses.
Identify and troubleshoot equipment problems.

CIP education codes

40.040140.100140.100241.000041.030341.039941.999943.010043.010443.040243.040645.0401