Weighers, Measurers, Checkers, and Samplers, Recordkeeping

SOC 43-5111.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers weighing, measuring, inspecting, sampling, and recordkeeping work performed in warehousing, distribution, manufacturing, and logistics environments at Job Zone 2, from entry-level data entry and instrument operation through organizational leadership of quality and documentation systems.

Sources:O*NET v30.2 SkillsCrosswalk

Emerging

Entry / Apprentice

Weight and measurement data — record under direct supervision using facility scales and standard data entry forms on a warehouse or production floor.
Volume meters, scales, and calipers — identify and operate with guidance to measure materials and products at a receiving or shipping station.
Measurement and identification labels — collect, prepare, and attach to products following supervisor instructions in a packaging or distribution environment.
Specification sheets and standards charts — reference under direction to inspect products and packaging for visible damage or defects at a quality checkpoint.
Basic shipping and receiving records — maintain by entering weight, quantity, and product type data into paper logs or a simple database under close oversight.
Product samples — collect from a production line following established protocols and deliver to a laboratory technician for analysis.
Work area cleanliness — maintain at a scale house, drop box station, or counter by following posted cleaning and safety procedures during each shift.
Electronic mail software — use with guidance to send routine recordkeeping updates and notifications to supervisors in an office or warehouse setting.
Coworker signals and instructions — receive and follow when directed to weigh, move, or recheck products on a busy receiving dock.
Spreadsheet templates — enter weight, quantity, and sample data into pre-built forms under supervision to support daily production or inventory tracking.

Developing

Mid-level / Established

Shipping, receiving, and production records — update accurately and independently using ERP or inventory management software across multiple product lines in a distribution center.
Scales, rules, and volume meters — calibrate and operate routinely to weigh and measure varied materials, recognizing and reporting instrument drift or error on a production floor.
Quality, weight, and type data — compile and organize into structured reports using spreadsheet software to support shift supervisors in a warehousing environment.
Product and subassembly inspections — conduct without close oversight, applying specification sheets and gauges to identify defects, shortages, or nonconforming materials at a receiving dock.
Measurement labels and documentation packages — prepare and attach consistently across multiple product types, adapting to changing labeling requirements in a logistics facility.
Sample preparation procedures — follow independently to collect and package product samples according to laboratory submission standards in a manufacturing or processing environment.
Work area monitoring — perform regularly at scale houses and collection sites, identifying hazards or equipment issues and reporting them through established maintenance channels.
Other workers — signal and instruct clearly to coordinate weighing, moving, or rechecking activities, ensuring workflow continuity on a shipping or production floor.
Inventory management software — navigate to query records, reconcile discrepancies, and update stock data with reduced oversight in a supply chain environment.
Written receiving and inspection records — compose accurately in word processing or office suite software, applying English language conventions to ensure clear documentation for internal stakeholders.

Proficient

Senior / Expert IC

Full-scope recordkeeping systems — manage autonomously across shipping, receiving, and production functions using ERP and database software in a high-volume distribution or manufacturing facility.
Complex or non-standard measurement scenarios — resolve independently by selecting appropriate instruments and methods when product type, weight range, or material composition falls outside routine parameters.
Defect, shortage, and damage patterns — analyze across inspection records using analytical software to identify recurring quality issues and recommend corrective actions to supervisors.
Cross-functional data accuracy — verify by reconciling weight, quantity, and test result data against materials requirements planning and supply chain systems in an integrated logistics environment.
Laboratory sample collection and submission — oversee end-to-end, ensuring chain-of-custody integrity and compliance with testing standards across diverse product categories in a processing facility.
Labeling and documentation compliance — ensure across all outgoing and incoming shipments by interpreting regulatory or customer specification requirements and adjusting procedures accordingly.
Measurement instrument performance — monitor systematically, coordinating calibration schedules and documenting results to maintain accuracy standards across a team's equipment inventory.
Work area and scale house operations — oversee and improve by identifying inefficiencies, resolving equipment or workflow issues, and maintaining cleanliness and safety standards without supervisory direction.
Peer workers — coordinate and guide during non-routine weighing or inspection tasks, applying social perceptiveness to resolve misunderstandings and keep operations on schedule.
Quality control data — synthesize from multiple record sources into comprehensive summaries using spreadsheet and presentation software to inform production decisions in a facility management context.

Advanced

Lead / Principal / Executive

Recordkeeping policies and standards — develop and implement organization-wide for weighing, measuring, and sampling operations across multiple sites or departments in a large logistics or manufacturing enterprise.
ERP and inventory management system configuration — lead by defining data fields, workflows, and reporting structures that align recordkeeping practices with organizational supply chain goals.
Quality control framework — design and continuously improve, incorporating measurement, inspection, and sampling benchmarks that reduce defect rates and losses across production or distribution operations.
Team of weighers, measurers, and samplers — mentor, evaluate, and develop through structured coaching, ensuring consistent competency and compliance with documentation standards across the workforce.
Cross-departmental data integrity initiatives — lead by partnering with production, logistics, and quality assurance leaders to harmonize recordkeeping systems and eliminate redundant or conflicting data sources.
Regulatory and customer compliance strategy — establish for labeling, weight certification, and measurement accuracy requirements, representing the organization in audits or external reviews.
Operational performance metrics — define, monitor, and report at an executive level using analytical and presentation software to drive accountability and continuous improvement in recordkeeping functions.
Workflow redesign projects — lead for scale house, receiving dock, and collection site operations, applying critical thinking to restructure processes that improve throughput and accuracy at organizational scale.
Training programs and standard operating procedures — author and institutionalize for onboarding and upskilling recordkeeping staff, incorporating O*NET-aligned competencies and facility-specific requirements.
Organizational risk associated with measurement error or recordkeeping gaps — assess proactively and present mitigation plans to senior leadership, protecting inventory valuation, regulatory standing, and customer relationships.

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 record entry — uses AI tools to auto-populate standard data fields (quantity, weight, type) into recordkeeping templates, cross-checking entries against physical measurements before submission Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..

Developing

Anomaly flagging support — routes suspected measurement discrepancies or defect patterns to an AI assistant for comparison against specification tolerances, then confirms findings through direct inspection of gauges and standards charts Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Label preparation assistance — directs an AI tool to generate formatted identification and measurement labels from captured data, verifying each label against the physical product before attachment Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..

Proficient

Shipping and receiving documentation — delegates routine compilation of weight, quantity, and test-result records to an AI assistant, retaining personal sign-off on all final documents to ensure accuracy and compliance Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Quality control pattern analysis — applies AI-generated summaries of defect or shortage trends across production batches to sharpen inspection focus, while grounding every conclusion in direct product examination 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..
Worker instruction drafting — uses an AI tool to draft clear written or verbal instructions for co-workers on weighing and movement procedures, editing for accuracy before communication Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..

Advanced

End-to-end records workflow orchestration — designs and oversees an AI-assisted recordkeeping pipeline that captures measurement data at the source, flags out-of-tolerance readings automatically, and produces audit-ready documentation, with human verification gates at each critical checkpoint 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..
Critical judgment override — evaluates AI-generated quality assessments against physical evidence and specification sheets, overruling AI outputs whenever sensor data or visual inspection reveals conditions the model cannot reliably interpret 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..

Evidence pack

AEI usage: Task observations: 97
Augment share: 9.7%
Time saved: 93.6%
AI autonomy: 2.73
SAFI positioning: Top skill: Critical Thinking
Score: 57.9 / 100
precision: category_estimate
WEF cluster: Human-Technology Interaction
human_technology_interaction

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

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

Measurement documentation — records basic weight, quantity, and material type data onto standardized forms using correct terminology 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 instruction relay — communicates simple directives to co-workers regarding product movement or weighing sequences on the floor O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Defect notation — documents damage, shortages, and defect descriptions in shipping and receiving records with sufficient detail for downstream review 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.
Label communication — prepares and attaches accurate measurement, weight, and identification labels to products so handlers and recipients interpret data correctly O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Inter-shift handoff — conveys status of ongoing weighing or sampling tasks to incoming personnel using clear verbal and written summaries Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Discrepancy reporting — drafts written discrepancy notices describing measurement deviations, product defects, or quantity shortages using precise production and processing vocabulary 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.
Laboratory sample communication — prepares sample submission documentation with complete context notes so lab technicians understand collection conditions and test requirements O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Cross-functional coordination — communicates weight and quality findings to warehouse, shipping, and production supervisors in terms aligned to each audience's operational needs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Recordkeeping standards instruction — trains new weighers and checkers in documentation protocols, translating regulatory and procedural language into clear operational guidance 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.
Measurement reporting improvement — authors revised data-entry procedures and communicates changes across departments to eliminate recurring documentation errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

2Leadership8 statements

Emerging

Task initiation — begins assigned weighing, measuring, or sampling tasks without waiting for repeated prompting in a production or warehouse environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Signal responsiveness — follows and relays floor signals or instructions to direct product movement or weighing in coordination with team workflow O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Peer guidance — demonstrates correct use of scales, calipers, volume meters, and gauges to less experienced colleagues during daily operations 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.
Work area stewardship — takes responsibility for maintaining and monitoring cleanliness and organization of scale houses, drop boxes, and counters without supervisory prompting O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Workflow coordination — directs other workers to weigh, move, or check products at the right sequence to keep production and shipping records current and accurate 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 checkpoint ownership — assumes accountability for the inspection gate, ensuring no defective or mislabeled products advance through the line without documented resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Process accountability leadership — leads root-cause reviews when weight or quantity records reveal systemic errors, assigning corrective action steps and monitoring follow-through Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Recordkeeping culture champion — models and reinforces documentation standards across the work area, elevating team-wide data quality and regulatory compliance 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.

3Metacognition8 statements

Emerging

Error self-check — reviews own entries on weight and quantity forms before submission to catch transcription mistakes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Instrument awareness — recognizes personal unfamiliarity with a specific gauge or caliper and requests demonstration before independent use 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

Measurement strategy selection — evaluates which tool—scale, rule, caliper, or volume meter—is most appropriate for a given material or product before beginning measurement 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 gap recognition — identifies when a record is incomplete or ambiguous and pauses to gather missing data rather than estimating Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Accuracy self-monitoring — tracks personal error rate across batches and adjusts measurement technique or verification habits when patterns of deviation appear 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.
Sampling protocol reflection — evaluates whether current sample collection method is yielding representative specimens and adjusts frequency or location when results seem inconsistent 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

Systematic process evaluation — conducts periodic self-assessment of recordkeeping and measurement workflows, identifying cognitive shortcuts that introduce bias or inaccuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Learning transfer facilitation — applies lessons from past measurement errors to design personal checklists and verification routines that prevent recurrence across product lines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

4Critical Thinking9 statements

Emerging

Specification comparison — compares product dimensions or weights against specification sheets to determine whether values fall within 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.
Defect identification — uses standards charts and visual inspection to distinguish normal variation from actual damage or shortfall in incoming materials O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Data consistency analysis — cross-references weight records, count tallies, and shipping documents to identify discrepancies before products advance in the supply chain 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.
Sample validity assessment — evaluates whether a collected product sample is representative of the batch based on collection location, timing, and material behavior O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Quality control judgment — synthesizes gauge readings, visual inspection results, and specification tolerances to render a pass, hold, or reject decision on a product lot 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.
Root-cause inference — analyzes patterns in measurement records to infer whether recurring weight or quantity variances stem from equipment calibration, human error, or upstream process drift 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 accuracy verification — applies logical scrutiny to historical records to detect retroactive alterations, transcription errors, or units-of-measure inconsistencies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Systemic quality analysis — evaluates measurement data trends across production runs to surface process inefficiencies and recommend corrective actions to management 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 challenge — questions inherited inspection criteria or sampling intervals when data evidence suggests the standards no longer reflect actual product risk levels Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

5Collaboration8 statements

Emerging

Team task participation — contributes to shared weighing and inspection tasks by completing assigned stations reliably so colleagues can perform dependent steps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Instruction compliance — responds promptly to signals or directives from co-workers and supervisors coordinating product flow across the scale or inspection area O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Cross-role information sharing — passes weight, measurement, and defect data to receiving, shipping, and production colleagues in formats that support their next process step 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.
Lab handoff collaboration — coordinates with laboratory personnel during sample submission, clarifying collection conditions and test priorities to enable accurate analysis O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Applying

Multi-shift recordkeeping continuity — collaborates with other weighers and checkers across shifts to maintain consistent documentation standards and unbroken chain-of-custody 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.
Inspection team coordination — works alongside quality control and warehouse staff during joint audits, aligning measurement findings with team-level disposition decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Cross-functional process improvement — partners with production, logistics, and quality assurance teams to redesign weighing and sampling workflows that reduce errors and improve throughput Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Conflict resolution in measurement disputes — mediates disagreements between shipping and receiving parties over recorded weights or quantities by presenting objective data and facilitating consensus Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

6Character8 statements

Emerging

Data honesty — records actual measured values without rounding or adjusting figures to match expected targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Equipment respect — handles scales, calipers, and gauges with care and returns them to designated locations after use 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

Accountability for errors — acknowledges and corrects documentation mistakes promptly rather than concealing or overlooking them Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Confidentiality maintenance — treats proprietary production quantities, test results, and supplier data with discretion in accordance with workplace policy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Regulatory compliance integrity — maintains records and completes inspections in full conformance with applicable standards even when time pressure tempts shortcuts 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.
Impartial inspection conduct — applies identical measurement and defect-evaluation criteria to all products and suppliers regardless of relationship or production urgency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Exceeding

Ethical recordkeeping advocacy — surfaces and escalates situations where falsification, omission, or manipulation of weight or quality records is observed or suspected Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Professional accountability modeling — demonstrates consistent transparency in measurement reporting and creates a team environment where accurate data is valued over favorable outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

7Creativity8 statements

Emerging

Practical problem-solving — devises an alternative measurement approach when a standard tool is unavailable or unsuitable for an irregularly shaped product Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Label design adaptation — adjusts label content or placement to ensure measurement data remains legible under adverse storage or handling conditions O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Sampling method variation — experiments with different sample collection points or frequencies when initial results appear unrepresentative of a batch 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 format improvement — proposes modifications to data entry forms that reduce errors and accelerate the recording process for common measurement scenarios Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Inspection workflow innovation — redesigns the sequence of visual, gauge-based, and weight checks to reduce redundant steps while maintaining full defect-detection coverage 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.
Scale house organization redesign — reconfigures workspace layout to minimize tool retrieval time and reduce cross-contamination risk during simultaneous product handling O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Exceeding

Measurement system enhancement — develops novel verification routines or reference aids that improve accuracy and consistency across diverse product types in the facility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Cross-process creative integration — synthesizes knowledge of production, processing, and recordkeeping systems to design innovative quality checkpoints that prevent defects from reaching customers 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.

8Growth Mindset8 statements

Emerging

Feedback acceptance — receives correction on measurement technique or documentation errors from supervisors without defensiveness and implements the suggested change Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
New instrument learning — voluntarily practices with unfamiliar gauges or measurement tools to expand personal capability beyond currently assigned equipment 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

Error-driven improvement — analyzes personal measurement or recordkeeping mistakes to identify specific technique adjustments that prevent recurrence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Procedure update adoption — embraces changes to weighing, sampling, or documentation protocols and actively seeks clarification to master updated requirements 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

Skill broadening pursuit — seeks cross-training in adjacent measurement or quality inspection tasks to increase versatility across product lines and process stages Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Performance benchmark engagement — uses quality metrics and error reports as learning tools to continuously refine inspection accuracy and recordkeeping completeness 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

Continuous improvement leadership — applies a persistent growth orientation to identify and close skill gaps across the team, sharing learned improvements through informal coaching and documentation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Challenge-seeking behavior — volunteers for complex or novel measurement assignments involving unfamiliar materials or specialized instruments to accelerate professional development Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

9Mindfulness8 statements

Emerging

Measurement focus — maintains sustained attention during individual weighing or measuring tasks to prevent distraction-induced recording errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Environmental awareness — monitors the condition of the work area, scale house, and collection sites regularly and responds to hazards or cleanliness issues promptly O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.

Developing

Inspection attentiveness — applies deliberate visual focus when examining products for damage, defects, or shortages, avoiding rushed or perfunctory review 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 pace pressure — manages stress during high-volume production periods to maintain measurement accuracy and documentation quality without reactive shortcuts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Present-moment data entry — enters weight, quantity, and test result data immediately after measurement rather than batching from memory to prevent transcription 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.
Intentional sample collection — approaches each sampling event with full awareness of protocol requirements, collection context, and potential contamination factors 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

Mindful quality culture promotion — models composed, attentive inspection behavior that influences the broader team to slow down and verify rather than assume Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Reflective workflow management — periodically pauses to assess whether current measurement and recordkeeping habits remain aligned with accuracy goals and adjusts attention strategies accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

10Fortitude8 statements

Emerging

Repetition tolerance — sustains accurate performance through high-volume, repetitive weighing and recording tasks across a full work shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Error recovery — returns to focused, methodical measurement practice after making a documentation mistake without prolonged discouragement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Developing

Physical environment persistence — maintains measurement precision and recordkeeping standards in challenging conditions such as cold storage, outdoor scale houses, or noisy production floors 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.
Deadline pressure endurance — continues thorough inspection and documentation procedures during peak shipping or receiving periods without sacrificing accuracy for speed Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Applying

Uncertainty navigation — proceeds with structured measurement and documentation protocols when product specifications are ambiguous, escalating appropriately rather than guessing 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 quality vigilance — maintains defect-detection effectiveness across extended inspection sequences without reducing scrutiny as fatigue accumulates 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

Adversity-tested reliability — continues to deliver accurate records and compliant inspections during supply chain disruptions, equipment failures, or staffing shortages that increase individual workload Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Resilience modeling — demonstrates steady, methodical performance under sustained operational pressure and encourages peers to maintain standards when collective morale is challenged Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.

Sources:Pathsmith Durable Skills O*NET v30.2

Show O*NET source anchors47 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles

Aircraft Shipping Checker · Balance Weigher · Bean Weigher · Billet Checker · Booking Prizer · Box Car Checker · Brand Recorder · Broadcast Checker · Bullion Weigher · Cane Weigher · Cargo Checker · Case Checker

RAPIDS apprenticeships

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O*NET skills

Critical ThinkingReading ComprehensionSpeakingMonitoringQuality Control AnalysisActive ListeningSocial PerceptivenessCoordinationService Orientation

Knowledge domains

Production and ProcessingMathematicsEnglish LanguageAdministration and ManagementAdministrative

Abilities

Near VisionWritten ComprehensionProblem SensitivityCategory FlexibilitySelective AttentionOral ComprehensionOral ExpressionPerceptual SpeedInformation OrderingWritten Expression

Work styles

Attention to DetailDependabilityCautiousnessIntegrityAchievement OrientationCooperation

Technology

Electronic mail softwareEnterprise resource planning ERP softwareInventory management softwareMaterials requirements planning logistics and supply chain softwareData base user interface and query softwareSpreadsheet softwareOffice suite softwarePresentation softwareWord processing softwareAnalytical or scientific software

Tasks · seed anchors for statements

Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.
Weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.
Collect or prepare measurement, weight, or identification labels and attach them to products.
Examine products or materials, parts, subassemblies, and packaging for damage, defects, or shortages, using specification sheets, gauges, and standards charts.
Signal or instruct other workers to weigh, move, or check products.
Collect product samples and prepare them for laboratory analysis or testing.
Maintain, monitor, and clean work areas, such as recycling collection sites, drop boxes, counters and windows, and areas around scale houses.

CIP education codes

01.010601.820101.820201.820301.820451.0705