Automotive Body and Related Repairers
Context coveredThis framework covers automotive collision and body repair work performed in commercial collision centers and independent body shops, spanning hands-on metalworking, welding, surface finishing, and paint application through to shop leadership and business operations.
- Hand tools and power sanders — follow step-by-step instructions to file, grind, and smooth filled body surfaces under direct supervisor guidance in a production shop.
- Dent removal hammers and dolly blocks — position and use under supervision to beat out minor dents from vehicle body panels on a shop floor.
- Masking tape and protective paper — apply to bumpers, windows, and trim to shield them from paint overspray following demonstrated shop procedures.
- Sandpaper and orbital sanders — sand body areas designated for painting according to supervisor directions in a collision repair bay.
- Primer and paint spraygun — apply primer coat to small repaired surface sections under close technician oversight in a paint booth.
- Supervisor work orders — read and follow written and verbal instructions identifying which vehicle parts to restore or replace within a given time estimate.
- Basic hand wrenches — assist in fitting replacement panels into position under direct guidance from a lead technician on the shop floor.
- Visual inspection checklists — identify obvious surface defects or incomplete repairs on finished vehicles by comparing work against shop quality standards.
- Shop safety protocols — recognize and follow established hazard-control procedures, including PPE use, when working with grinding, welding, and paint equipment.
- Inventory and parts records — locate and retrieve specified replacement parts from shop stock using basic organizational systems under direction.
- Power grinders and hand files — routinely file, grind, sand, and smooth body filler and welded repair areas to production-ready finish with minimal oversight in a busy collision shop.
- Hammers and dolly blocks — independently position and work dented body panels back to approximate OEM contour using proper technique on standard passenger vehicles.
- MIG welding equipment and wrenches — fit and weld replacement panels or structural sections into place and grind welds smooth with confidence on common repair jobs.
- Paint sprayguns and motorized sanders — apply primer and finish coats to repaired surfaces, matching texture and sheen to adjacent panels in a climate-controlled paint booth.
- Alignment machines with hydraulic systems — chain or clamp moderately damaged frames and body sections to alignment equipment and operate hydraulic pressure controls to restore dimensions.
- Masking materials and surface prep supplies — complete full vehicle masking and sanding sequences efficiently, meeting shop cycle-time targets before paint application.
- Repaired vehicle inspection protocols — conduct post-repair visual and functional checks, verify dimensional accuracy, and assess paint appearance before returning vehicles to customers.
- Test-drive procedures — drive repaired vehicles on local roads to confirm proper wheel alignment, steering response, and overall handling after structural or mechanical repairs.
- Work order time estimates — manage personal task scheduling to complete assigned repairs within flat-rate time allowances, flagging delays to supervisors proactively.
- Scheduling and shop software — enter job status updates, labor times, and parts usage into shop management or point-of-sale systems used by the collision center.
- Complex multi-panel repairs — plan and execute complete body restoration sequences, including metal work, filling, priming, and finish painting, autonomously across a wide range of vehicle makes and models.
- Non-routine structural damage assessment — diagnose hidden frame and unibody damage using measuring systems and visual analysis, determining the full repair scope without supervisor direction.
- Advanced welding techniques — select and apply appropriate weld types (MIG, spot, stitch) for structural and cosmetic panel replacement, ensuring welds meet OEM repair specifications.
- Color matching and blending — analyze and adjust paint formulas, spray technique, and blending methods to achieve seamless color and texture matches on challenging multi-stage finishes.
- Hydraulic frame straightening — configure alignment machine attachments, set pull vectors, and monitor hydraulic pressure sequences to restore complex frame damage to manufacturer tolerances.
- Comprehensive post-repair inspection — evaluate repaired vehicles against dimensional, mechanical, and cosmetic standards, identifying and correcting deficiencies before final delivery to the customer.
- Troubleshooting paint defects — identify root causes of paint adhesion failures, runs, or color mismatch and implement corrective refinishing procedures in a production environment.
- Customer communication — explain repair scope, process, and timeline clearly to vehicle owners, addressing technical questions using accessible language at the service counter.
- Quality control monitoring — apply systematic checks at each repair stage, catching errors early and ensuring completed work consistently meets industry and insurance quality benchmarks.
- Parts and damage documentation — produce accurate, detailed repair estimates and parts lists using estimating software, supporting insurance adjuster reviews and shop profitability goals.
- Shop repair standards and workflows — develop and implement shop-wide repair procedures and quality benchmarks that elevate consistency and efficiency across all technician skill levels.
- Apprentice and junior technician mentorship — coach emerging and developing repairers in metalworking, welding, and paint techniques through structured demonstration and feedback on the shop floor.
- Complex insurance and total-loss negotiations — lead technical discussions with insurance adjusters, presenting documented damage assessments and repair justifications to secure appropriate claim settlements.
- Equipment investment and shop capability — evaluate, recommend, and oversee procurement of alignment machines, welding systems, and paint booths to keep the facility current with evolving vehicle technology.
- Cycle-time and throughput optimization — analyze shop production data using scheduling and management software to identify bottlenecks and redesign workflows that improve vehicle delivery times.
- Advanced vehicle technology adaptation — guide the shop's response to new materials (aluminum, ultra-high-strength steel, carbon fiber) by sourcing training and updating repair protocols accordingly.
- Organizational quality control program — design and lead a multi-point inspection regime that ensures every repaired vehicle meets safety, dimensional, and cosmetic standards before customer release.
- Team performance and accountability — set individual and team production targets, conduct performance reviews, and implement corrective coaching plans to maintain a high-performing repair department.
- Customer experience strategy — establish service communication standards and escalation procedures that resolve complaints professionally, protecting shop reputation and encouraging repeat business.
- Financial and inventory oversight — monitor parts inventory, control consumable costs, and review shop profitability metrics using business management software to sustain the operation's long-term viability.
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 featureAuthoritative source data identified for 998 occupations
AI-at-Work Competency Framework
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.
- AI-assisted damage identification — uses a manufacturer-provided or shop-issued AI photo tool to generate a preliminary damage report, then hands the printout to a supervisor for review before touching the vehicle.
- AI-guided repair sequencing — consults an AI assistant to look up OEM repair procedures and torque specs for unfamiliar panel or structural repairs, cross-checking the output against the physical vehicle before proceeding Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Estimate drafting support — feeds vehicle photos and damage descriptions into an AI estimating tool to produce a first-pass parts-and-labor list, then corrects line items based on hands-on inspection.
- Diagnostic triage delegation — directs an AI tool to cross-reference reported symptoms with known repair patterns for a given make and model, then applies critical-thinking to validate or override the suggested root cause before disassembly 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..
- Paint-match workflow — uses AI color-mixing software to generate a formula for blended or tri-coat finishes, verifying the output against a physical spray-out card before committing to full-panel application WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Quality-check documentation — photographs completed repairs and runs them through an AI image-analysis tool to flag surface irregularities or color inconsistency, then adjudicates each flag with trained eye and tactile inspection WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Structural repair planning — orchestrates an AI-assisted measurement and alignment system to model unibody or frame damage in three dimensions, interpreting the output to design a pull sequence and verify compliance with OEM tolerances before and after each correction 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..
- Shop workflow optimisation — synthesises AI-generated cycle-time predictions and parts-availability data to sequence multiple repair jobs across technicians, retaining final scheduling authority and adjusting the plan when physical teardown reveals hidden damage WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
- SAFI positioning
- Top skill: RepairingScore: 62.1 / 100precision: category_estimate
- WEF cluster
- Technology Use, Monitoring and Controltechnology_use_monitoring_control
Pathsmith Durable Skills Framework
Pathsmith Durable Skills Framework
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
- Repair status updates — relays basic vehicle damage findings to supervisors using shop terminology in verbal exchanges 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.
- Customer intake notes — records customer-reported damage descriptions on work orders with minimal detail O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Damage assessment communication — explains visible body damage and proposed repair methods to customers using non-technical language during vehicle walk-arounds 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.
- Supervisor instruction intake — listens to and clarifies restoration versus replacement directives before beginning repair sequences O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Repair documentation — writes accurate, detailed descriptions of completed body work, parts used, and labor time on shop repair orders for insurance and customer 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.
- Customer expectation alignment — communicates paint match limitations, repair timelines, and finish quality standards to customers before and after service 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 shop communication — translates complex structural damage findings into clear written estimates and verbal briefings for estimators, insurers, and customers simultaneously 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.
- Technician coaching dialogue — articulates repair sequencing rationale and technique corrections to junior technicians through precise, structured verbal feedback during live repairs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership7 statements
- Task initiative — begins assigned repair tasks independently after receiving supervisor instructions without requiring repeated direction 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.
- Repair bay ownership — manages personal workstation organization and tool readiness to maintain productivity and safety standards throughout the shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Peer assistance — supports apprentice technicians by demonstrating correct use of dolly blocks, hammers, and grinding equipment during hands-on repair 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.
- Job pacing leadership — coordinates repair sequencing across multiple vehicles in the bay to meet promised completion times without compromising repair 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.
- Quality accountability — takes full responsibility for inspection outcomes on completed vehicles, including paint appearance, panel alignment, and structural integrity before release 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.
- Shop mentorship — leads structured skills development for entry-level repairers, covering welding technique, frame alignment procedures, and surface preparation 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.
- Process improvement leadership — identifies recurring repair quality issues in the shop and drives adoption of revised preparation or application procedures across the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition7 statements
- Skill gap awareness — identifies personal limitations in welding or paint application techniques and requests supervisor demonstration before attempting unfamiliar repairs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Repair approach reflection — reviews completed body work against the original damage assessment to evaluate whether selected techniques produced the intended outcome 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 application — deliberately practices hammer-and-dolly techniques on scrap panels to build tactile understanding before applying skills on customer vehicles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Diagnostic self-monitoring — pauses mid-repair to reassess whether the current dent removal approach is producing the expected panel movement 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.
- Technique calibration — evaluates own sanding and priming sequences against finish quality results to refine surface preparation methods for different paint systems 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.
- Mastery benchmarking — compares personal repair outcomes against industry quality standards and OEM specifications to continuously elevate technique precision 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 process transfer — applies lessons from complex structural repairs to develop mental frameworks for efficiently diagnosing and planning future high-damage collision jobs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking7 statements
- Damage observation — identifies visible dents, scratches, and misaligned panels during initial vehicle inspection before beginning any repair 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.
- Repair versus replace analysis — evaluates panel deformation severity to determine whether straightening or part replacement is the most effective and cost-efficient option 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.
- Paint defect diagnosis — identifies root causes of paint adhesion failures, orange peel, or color mismatch by examining surface preparation and application conditions O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Structural damage assessment — analyzes frame and unibody measurements from alignment machine readings to determine the sequence and extent of hydraulic correction needed 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.
- Hidden damage identification — reasons beyond visible surface damage to locate underlying structural deformation, misaligned suspension components, or compromised welds 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.
- Complex collision reconstruction — synthesizes impact direction, force distribution, and deformation patterns across multiple panels to formulate a comprehensive, sequenced repair strategy 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 failure root cause analysis — systematically evaluates post-repair issues such as fit gaps or paint failures to identify process deficiencies and prevent recurrence 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.
5Collaboration7 statements
- Shop role cooperation — follows assigned tasks within the repair workflow without disrupting the sequencing of other technicians working on the same vehicle Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Estimator coordination — shares accurate damage findings with estimators to support precise parts ordering and labor time calculations before repair begins 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.
- Paint department handoff — prepares surfaces to agreed masking and priming standards so the paint technician receives vehicles ready for immediate application O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Multi-technician repair coordination — works in parallel with welders, painters, and alignment specialists on the same vehicle, managing task handoffs to avoid rework and delays 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.
- Insurance adjuster collaboration — provides documented, evidence-based damage assessments to support adjuster evaluations and negotiate appropriate repair authorizations 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-shop process alignment — collaborates with parts suppliers, frame equipment vendors, and OEM technical support to resolve unusual repair challenges and share solutions with the broader 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.
- Team quality culture building — establishes shared inspection checkpoints within the repair team to catch defects before vehicles progress to the next repair stage Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character7 statements
- Work order honesty — records actual time and materials used on repair orders without inflating labor or parts quantities 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 protocol adherence — consistently uses personal protective equipment, ventilation systems, and fire safety procedures when welding, grinding, and painting without supervision prompts 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.
- Customer vehicle respect — handles customer vehicles with care during all repair stages, avoiding unnecessary contact with unaffected surfaces and interior components Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Repair integrity accountability — discloses to supervisors and customers when a completed repair does not meet quality standards and initiates corrective action proactively 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 conduct — maintains respectful, punctual, and reliable behavior in all interactions with customers, estimators, and shop teammates throughout daily operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Ethical repair advocacy — advises customers on necessary safety-related structural repairs even when those repairs exceed the original estimate or customer's initial request 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.
- Shop standards modeling — demonstrates consistent ethical workmanship that sets the behavioral and quality benchmark other technicians observe and emulate Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity7 statements
- Tool adaptation — improvises use of available hand tools to access and work dented surfaces in constrained panel locations where standard tools cannot reach 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.
- Repair sequencing innovation — experiments with alternative hammer-and-dolly sequences on complex compound curves to achieve smoother metal movement with less material fatigue 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.
- Masking solution design — devises custom masking configurations to protect unusually shaped trim, glass, or hardware during paint application on non-standard vehicles O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Color blend strategy — develops custom blending patterns and panel spray sequences to achieve seamless color transitions on vehicles with aged or faded paint systems 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.
- Fixture fabrication — constructs custom clamping or support fixtures from available shop materials to stabilize unusual panel geometries during welding or alignment 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.
- Novel damage repair methodology — develops and documents original repair approaches for damage types not covered by standard procedures, incorporating new tooling or technique combinations 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 efficiency innovation — designs workflow improvements in the repair bay that reduce cycle time without compromising repair quality, and introduces them as shop-wide practice Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset7 statements
- Feedback receptiveness — accepts correction from supervisors on grinding, sanding, or welding technique and immediately applies the guidance on the current repair task 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.
- Skill expansion pursuit — voluntarily practices unfamiliar repair techniques such as aluminum panel work or MIG welding during downtime to broaden technical 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.
- Mistake recovery — treats a paint run, weld defect, or alignment overshoot as diagnostic information and applies the lesson to the next repair attempt Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Certification investment — pursues I-CAR, ASE, or OEM certification programs to formalize and deepen technical knowledge in collision repair and refinishing 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.
- Technology adoption — embraces new frame alignment systems, welding equipment, or waterborne paint technologies as opportunities to improve repair outcomes rather than disruptions to routine 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 mastery pursuit — seeks out advanced training on emerging vehicle materials such as high-strength steel and carbon fiber to maintain relevance as vehicle construction evolves 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.
- Mentorship as growth — uses the experience of teaching junior technicians as a mechanism to deepen and re-examine personal understanding of core repair principles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness7 statements
- Hazard attention — maintains present-moment focus on fire, fume, and electrical hazards when operating welding equipment and spray guns in confined shop environments 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.
- Tactile awareness — attends deliberately to the feel of panel resistance and metal response when applying hammer-and-dolly technique to avoid over-working the metal 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.
- Distraction management — recognizes when shop noise or time pressure is reducing attention quality and deliberately refocuses before continuing precision surface work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Visual inspection intentionality — approaches final vehicle inspections with deliberate, systematic attention to panel gaps, paint sheen, and alignment rather than rushing to sign off 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 — maintains steady, methodical work pace when faced with tight deadlines or difficult repairs rather than rushing in ways that compromise quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Flow state in precision work — sustains deep, uninterrupted concentration during complex paint blending or structural welding operations, producing consistently high-quality outcomes across full workdays 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.
- Stress-aware team environment — monitors own and teammates' attention levels during high-volume periods and introduces brief check-ins that reduce error rates across the repair bay Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude7 statements
- Physical task persistence — sustains repetitive filing, sanding, and grinding tasks through physical fatigue to complete surface preparation to required 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.
- Complex damage resilience — continues systematic diagnosis and repair on severely damaged vehicles without becoming discouraged when initial alignment or metal work attempts require multiple iterations 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 — maintains repair quality and attention to detail when managing multiple vehicles under tight promised-completion-time pressure 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.
- Repair reversal courage — stops a repair in progress, acknowledges the approach is not working, and restarts with a revised method rather than continuing down an ineffective path 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.
- Difficult customer interaction stamina — sustains professional composure and solution focus through extended customer disputes over repair scope, cost, or appearance 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.
- High-stakes repair commitment — takes on catastrophically damaged vehicles that other technicians decline, sustaining methodical effort through weeks of complex structural and cosmetic restoration 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.
- Adversity modeling — demonstrates visible perseverance through equipment failures, parts delays, and difficult repairs in ways that build team confidence and sustain shop momentum Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Show O*NET source anchors47 anchors · skillscrosswalk.com
O*NET enrichment · skillscrosswalk.com
Suggest an O*NET correctionSource anchors that ground each statement
- File, grind, sand, and smooth filled or repaired surfaces, using power tools and hand tools.
- Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test-drive vehicles to ensure proper alignment and handling.
- Fit and weld replacement parts into place, using wrenches and welding equipment, and grind down welds to smooth them, using power grinders and other tools.
- Prime and paint repaired surfaces, using paint sprayguns and motorized sanders.
- Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.
- Sand body areas to be painted and cover bumpers, windows, and trim with masking tape or paper to protect them from the paint.
- Chain or clamp frames and sections to alignment machines that use hydraulic pressure to align damaged components.
- Position dolly blocks against surfaces of dented areas and beat opposite surfaces to remove dents, using hammers.
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.