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Painting, Coating, and Decorating Workers

SOC 51-9123.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers surface coating and decorating work performed in manufacturing and production environments, spanning spray, brush, and specialty application methods across Job Zone 2 skill levels from entry-level production tasks to departmental leadership.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Spray guns and brushes — apply basic paint or coating to workpiece surfaces under direct supervisor guidance on a production floor.
  2. Job orders and work instructions — read and interpret to identify required materials and procedures with supervisor assistance in a manufacturing setting.
  3. Surface defects and finish quality — recognize and report nonconformances by visually inspecting coated workpieces against basic specifications.
  4. Solvents, brushes, and rags — use to clean spray guns and hand tools at the end of each shift following established cleaning protocols.
  5. Paint viscosity and coating thickness — follow preset measurements and mix ratios as directed by a lead worker during routine production runs.
  6. Safety labels and material data sheets — read and follow handling instructions for paints, lacquers, and thinners in a shop environment.
  7. Arm-hand steadiness and manual dexterity — demonstrate by applying even coats along flat or simple-curved surfaces under close supervision.
  8. Color samples and production color charts — match colors visually to confirm correct material selection before beginning a coating task.
  9. Workstation setup and teardown — complete in sequence following a posted checklist at the start and end of a coating shift.
  10. Supervisor feedback and verbal instructions — listen actively and follow corrections to technique or material use during on-the-job training.
Developing
Mid-level / Established
  1. Spray guns, airbrushes, and dip coating equipment — operate and adjust settings independently to apply uniform finishes on varied workpiece geometries in a production facility.
  2. Finished surfaces and dimensional specifications — inspect completed workpieces against quality standards and perform touch-up retouching with minimal rework guidance.
  3. Solvent-based and water-based cleaning agents — select appropriate agents and execute thorough equipment maintenance routines to extend tool service life.
  4. Job orders and production schedules — read and prioritize multiple work orders to sequence coating tasks efficiently across a standard production shift.
  5. Coating defects such as runs, drips, and orange peel — identify root causes and apply corrective technique adjustments during active production runs.
  6. Color discrimination skills — apply consistently to detect subtle color variations between batches and flag out-of-tolerance finishes before products advance to the next stage.
  7. Time management practices — plan daily coating workload to meet throughput targets while maintaining finish quality on a moderate-volume production line.
  8. Lacquers, inks, and specialty coatings — select correct product type and application method based on substrate material and customer specification sheets.
  9. Coating thickness gauges and visual inspection tools — use routinely to verify film build and surface uniformity without supervisor direction.
  10. Coordination with adjacent production workers — communicate proactively to synchronize coating schedules with upstream preparation and downstream assembly operations.
Proficient
Senior / Expert IC
  1. Full range of coating application methods including spray, brush, pen, and roller — execute autonomously across diverse substrates and finish requirements in high-volume production environments.
  2. Complex or non-routine surface defects — diagnose, retouch, and document resolution actions to restore workpieces to specification without supervisory escalation.
  3. Equipment maintenance programs — develop and execute preventive cleaning and calibration schedules for spray systems and coating tools to minimize unplanned downtime.
  4. Multi-step job orders with variable materials and custom color requirements — interpret independently and translate into accurate work procedures on the production floor.
  5. Coating process parameters such as pressure, temperature, and viscosity — monitor and fine-tune throughout a shift to sustain consistent finish quality across production runs.
  6. Problem sensitivity and critical thinking — apply to evaluate finish failures, trace defects to process or material sources, and implement corrective actions.
  7. Graphics and photo imaging software — use to document finish samples, catalog color references, and communicate quality standards to production teams.
  8. Workflow coordination — manage competing coating tasks across multiple workpieces by applying time management skills to meet tight production deadlines independently.
  9. Coating material selection criteria — evaluate and recommend appropriate paints, lacquers, or inks for new workpiece types based on substrate compatibility and durability requirements.
  10. Quality inspection records and production logs — maintain accurately using office suite or spreadsheet software to support traceability and continuous improvement efforts.
Advanced
Lead / Principal / Executive
  1. Coating and finishing standards for the work unit — establish and communicate specifications, tolerances, and inspection criteria to guide all production-level coating workers.
  2. Training curricula and on-the-job instruction plans — develop and deliver to bring emerging and developing coating workers to proficient performance on the production floor.
  3. Process improvement initiatives — lead by analyzing coating defect trends, identifying systemic root causes, and implementing changes that raise first-pass quality rates.
  4. Equipment procurement and coating material sourcing decisions — inform by evaluating new spray technologies, coatings, and tools against production cost and quality targets.
  5. Production processing knowledge — apply at an organizational level to align coating operations with upstream manufacturing and downstream finishing for optimal throughput.
  6. Safety and environmental compliance programs — oversee by ensuring all workers follow hazardous material handling, ventilation, and waste disposal regulations across the coating department.
  7. Spreadsheet and production management software — use to analyze coating output data, track efficiency metrics, and present performance reports to operations leadership.
  8. Innovation in coating techniques — champion by researching emerging application methods and piloting new processes to expand departmental capability and competitive differentiation.
  9. Cross-functional coordination with engineering, quality, and supply chain teams — lead to resolve escalated coating issues and align material specifications with customer requirements.
  10. Departmental performance goals and achievement targets — set and monitor to sustain a culture of dependability, attention to detail, and continuous improvement across all coating operations.

AI-at-Work Competency Framework

Sources: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.
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
  1. Job order reading assistance — uses an AI tool to parse and summarize written job orders, identifying required coatings, materials, and work sequences before beginning a task Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Surface inspection support — photographs finished workpiece surfaces and submits images to an AI vision tool to flag potential defects or coating inconsistencies, then personally re-examines flagged areas for final judgment 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..
  2. Material lookup delegation — queries an AI assistant to retrieve safety data, drying times, and compatibility information for paints, lacquers, and solvents specified in job orders, reducing manual reference time WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Quality conformance verification — integrates AI-assisted image comparison against specification standards during the finish-inspection step, using the output as a structured checklist while retaining authority over pass/fail decisions 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..
  2. Equipment maintenance scheduling — directs an AI tool to track cleaning cycles, solvent usage logs, and tool condition notes, generating maintenance reminders that the worker reviews and acts on WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Coating sequence planning — uses an AI assistant to draft step-by-step application procedures from job specifications, editing the output based on hands-on material knowledge and workpiece geometry.
Advanced
  1. Process deviation analysis — feeds production logs, defect records, and coating parameters into an AI tool to identify recurring quality issues, then translates findings into revised application techniques and team guidance 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..
  2. Cross-task coordination support — leverages an AI scheduling assistant to coordinate coating queues, drying intervals, and handoff points across multiple simultaneous workpieces, monitoring outputs against actual shop-floor conditions WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Specification-to-workflow translation — directs an AI agent to convert complex multi-layer coating specifications into annotated work instructions for less experienced workers, reviewing every instruction for technical accuracy before distribution Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Active Listening
Score: 42.2 / 100
Quadrant: Q2_ai_augmented
precision: exact
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources: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.

Pathsmith Durable Skills Framework

Sources: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.
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.

1Communication8 statements
Emerging
  1. Job order interpretation — reads basic work orders to identify coating type and surface preparation requirements before beginning application 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.
  2. Verbal status reporting — communicates task progress to supervisors using simple, direct language in a production floor environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Defect description — articulates surface imperfections and coating inconsistencies to quality inspectors using accurate trade 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.
  2. Material request communication — reads and interprets coating specifications, safety data sheets, and product labels to confirm correct materials are sourced O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Cross-shift handoff communication — conveys in-progress coating status, drying times, and retouch needs to incoming shift workers with precision and 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.
  2. Customer or supervisor feedback exchange — listens actively to finish quality expectations and translates verbal instructions into consistent coating outcomes 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
  1. Technical coaching communication — explains coating application techniques, equipment settings, and defect-prevention strategies to new workers using clear, step-by-step instruction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process documentation authorship — drafts written procedures for coating sequences, mixing ratios, and quality checkpoints that standardize production floor communication 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.
2Leadership7 statements
Emerging
  1. Self-directed task initiation — begins assigned coating tasks without prompting after reviewing job orders and gathering required materials 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
  1. Peer guidance on technique — demonstrates correct spray gun angles and brush stroke methods to co-workers during shared production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Quality ownership — takes personal responsibility for inspecting own finished surfaces and correcting defects before workpieces advance to the next production stage 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
  1. Workflow prioritization leadership — organizes coating sequence for a batch of workpieces to maximize throughput while maintaining finish quality standards 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.
  2. Safety culture reinforcement — models proper solvent handling, ventilation use, and PPE compliance, setting the behavioral standard for the work cell Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Production mentorship — leads onboarding of new coating workers by assigning progressively complex tasks and providing structured feedback on finish quality and technique Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process improvement ownership — identifies recurring coating defects across a production run, investigates root causes, and implements corrective changes to equipment settings or 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.
3Metacognition7 statements
Emerging
  1. Technique self-assessment — recognizes when a spray pattern or brush application produces uneven coverage and adjusts approach before completing the workpiece Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Learning gap identification — identifies specific coating or equipment skills requiring improvement after comparing personal output quality against production standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Procedural self-monitoring — checks own understanding of job order instructions before starting a new coating task to prevent material waste or rework 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
  1. Adaptive strategy selection — evaluates which application method—spray, brush, or roller—best suits a given surface geometry and coating material before committing to a technique 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.
  2. Error pattern recognition — reflects on repeated finish defects across multiple workpieces to identify whether the root cause is technique, equipment calibration, or material consistency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Continuous self-calibration — systematically reviews personal production metrics, defect rates, and supervisor feedback to design targeted skill development actions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Knowledge-transfer reflection — evaluates the effectiveness of coaching methods used with less experienced workers and adjusts instructional approach based on observed skill uptake Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking7 statements
Emerging
  1. Workpiece inspection — examines surfaces before coating to identify contamination, damage, or preparation deficiencies that would affect finish quality 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
  1. Coating defect diagnosis — analyzes runs, orange peel, or adhesion failures on finished surfaces to determine probable cause from equipment, technique, or material 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.
  2. Material suitability evaluation — assesses whether specified coating materials are appropriate for the substrate type and environmental conditions of the application O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Root cause analysis of surface nonconformance — evaluates evidence from finish inspection, equipment logs, and material batch records to isolate the source of quality deviations 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.
  2. Specification compliance judgment — compares finished workpiece appearance and coverage against written job order tolerances and decides whether rework is required or the part meets standard 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
  1. Process logic optimization — critically evaluates the sequence of surface preparation, priming, coating, and curing steps to identify inefficiencies or quality risks, proposing evidence-based process changes 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.
  2. Competing constraint resolution — weighs throughput pressure against finish quality requirements and makes defensible decisions about acceptable trade-offs, documenting rationale for supervisory review Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration7 statements
Emerging
  1. Shared workspace coordination — maintains organized coating stations and tool storage to support efficient access by co-workers on the same production line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Production line synchronization — adjusts personal coating pace and sequencing to match upstream surface prep and downstream assembly team rhythms 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.
  2. Joint problem-solving — works with a co-worker to troubleshoot spray equipment malfunctions, dividing diagnostic tasks to restore production faster Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cross-functional quality coordination — collaborates with quality inspectors and production supervisors to align on finish standards and communicate coating status at inspection checkpoints 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.
  2. Team resource sharing — coordinates with fellow coating workers to share specialized equipment, solvents, and masking materials across concurrent jobs without disrupting individual timelines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Multi-team process alignment — partners with engineering, quality, and materials teams to refine coating specifications, contributing floor-level application expertise to specification development 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.
  2. Collaborative training facilitation — co-develops hands-on skill sessions with supervisors and experienced peers to improve team-wide coating consistency and defect reduction outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Safety compliance consistency — follows all solvent handling, PPE, and ventilation protocols on every coating task regardless of supervision level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Honest defect reporting — flags surface nonconformance on own workpieces to supervisors rather than allowing defective parts to advance through production 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
  1. Material stewardship — measures and mixes coating materials accurately to minimize waste and avoid environmental disposal violations 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.
  2. Punctual task accountability — completes assigned coating batches within scheduled time windows, communicating proactively when delays are anticipated Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical quality representation — refuses to pass workpieces that do not meet finish specifications even under production pressure, maintaining integrity of the quality 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.
  2. Equipment care accountability — cleans and maintains spray guns, brushes, and mixing tools after each use, preserving shared production assets 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
  1. Professional standard advocacy — models and reinforces ethical work practices, quality honesty, and safety compliance as non-negotiable norms within the coating team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Supplier and customer trust maintenance — ensures coating materials are used and documented according to contract specifications, protecting organizational credibility with clients 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.
7Creativity7 statements
Emerging
  1. Surface problem improvisation — devises an alternative masking approach when standard materials are unavailable to protect adjacent surfaces during coating application Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Decorative technique experimentation — tests varied brush or spray techniques on sample substrates to achieve specified decorative finishes that standard methods do not produce 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.
  2. Color matching exploration — experiments with tint adjustments in coating mixtures to achieve a target color match when standard formulations fall outside tolerance 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
  1. Custom finish development — develops novel application layering or blending sequences to achieve unique decorative effects requested by job specifications 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.
  2. Equipment adaptation — reconfigures spray gun nozzle, pressure, and distance settings creatively to achieve specified texture or sheen on non-standard workpiece geometries 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
  1. Process innovation contribution — designs an original masking, staging, or application workflow that improves finish consistency or throughput, and pilots it on a production batch with measurable results Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Decorative specialty mastery and innovation — creates advanced multi-layer decorative finishes using unconventional tool combinations, establishing new technique standards for the 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.
8Growth Mindset7 statements
Emerging
  1. Feedback receptivity — accepts supervisor correction on coating technique or quality defects and applies the guidance on the next workpiece without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill stretch acceptance — volunteers for coating tasks involving unfamiliar substrates or techniques to expand application competence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Defect learning conversion — treats a rejected batch of coated parts as diagnostic data, analyzing what went wrong to prevent recurrence rather than attributing failure to external 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.
Applying
  1. Continuous technique refinement — regularly seeks feedback from quality inspectors and experienced co-workers to identify incremental improvements in spray consistency and surface preparation 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.
  2. New material adaptation — invests effort in learning application properties of unfamiliar coatings, inks, or lacquers introduced to the production line, mastering them through deliberate practice 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
  1. Mastery modeling — shares personal skill development journey with newer workers, demonstrating that sustained effort and iteration on technique produce measurable quality improvement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Technology adoption leadership — embraces new coating equipment or automated application systems introduced to the facility, proactively building proficiency and supporting team transition Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness7 statements
Emerging
  1. Hazard awareness maintenance — sustains attention to chemical exposure risks, ventilation adequacy, and PPE integrity throughout each coating session Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Application focus regulation — manages distractions on a busy production floor to maintain the sustained visual attention required for even coating coverage and defect detection 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.
  2. Emotional regulation under rework pressure — responds to a rejected batch calmly, resetting attention and technique rather than rushing the redo in a reactive state Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Sensory attentiveness during inspection — applies deliberate, present-moment visual and tactile attention when examining finished surfaces to detect subtle texture, sheen, or coverage defects 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.
  2. Intentional pacing — monitors own application speed relative to coating viscosity and drying requirements, adjusting rhythm to prevent runs or dry-spray defects 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
  1. Team attention culture — coaches co-workers on focusing techniques for repetitive coating tasks, reducing error rates linked to attention fatigue on long production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Stress-context awareness — recognizes when high-volume production demands elevate team error risk, and communicates proactively with supervisors to adjust pace or staffing before quality degrades Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude7 statements
Emerging
  1. Physical discomfort persistence — maintains consistent coating technique through full production shifts despite exposure to fumes, repetitive motion, and standing for extended periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Rework resilience — restores coating quality on a rejected batch with sustained effort and attention rather than reducing care due to the frustration of repeated work 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.
  2. Equipment failure response — continues productive work after a spray gun malfunction by switching to an alternate method while repairs are arranged, avoiding production stoppage Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Deadline pressure endurance — sustains coating quality standards across an accelerated production schedule without sacrificing finish conformance under time constraints 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.
  2. Repetitive task perseverance — maintains precision and quality focus across hundreds of identical workpieces in a high-volume coating run without allowing fatigue to degrade output Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team morale anchoring during disruption — maintains composure and steady work output during material shortages, equipment failures, or urgent specification changes, stabilizing team performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term quality improvement persistence — sustains a multi-week effort to diagnose and resolve a chronic coating defect affecting production yield, persevering through inconclusive tests and iterative trials 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 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.
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O*NET enrichment · skillscrosswalk.com

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Related titles
Air Brush Decorator · Air Brush Operator · Airbrush Painter · Art Gilder · Auto Body Painter (Automotive Body Painter) · Babbitter · Bake Off Decorator · Bakery Decorator · Balloon Dipper · Banner Painter · Barrel Coater · Barrel Liner
RAPIDS apprenticeships
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O*NET skills
Active ListeningMonitoringSocial PerceptivenessCoordinationReading ComprehensionSpeakingCritical ThinkingTime Management
Knowledge domains
Production and Processing
Abilities
Near VisionArm-Hand SteadinessVisual Color DiscriminationManual DexterityFinger DexterityOral ComprehensionOral ExpressionProblem Sensitivity
Work styles
Attention to DetailDependabilityCautiousnessPerseveranceInnovationAchievement Orientation
Technology
Graphics or photo imaging softwareOffice suite softwareSpreadsheet software
Tasks · seed anchors for statements
  1. Apply coatings, such as paint, ink, or lacquer, to protect or decorate workpiece surfaces, using spray guns, pens, or brushes.
  2. Examine finished surfaces of workpieces to verify conformance to specifications and retouch any defective areas.
  3. Clean and maintain tools and equipment, using solvents, brushes, and rags.
  4. Read job orders and inspect workpieces to determine work procedures and materials required.
CIP education codes
52.020547.060747.060847.060947.061548.0503

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.