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Installation, Maintenance, and Repair Workers, All Other

SOC 49-9099.00Job Zone 2 · Some PreparationSibling-inferredv.26.05

Context coveredThis framework covers installation, maintenance, and repair work performed across commercial, industrial, and residential environments, spanning hands-on tool use and equipment servicing through to workforce leadership and organizational program management.

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. Hand tools and basic gauges — identify and use under direct supervision to inspect completed installation work on a shop floor or field site.
  2. Work area hazards — recognize and report to a supervisor during daily walkthroughs at a maintenance facility.
  3. Simple blueprints and job orders — read and interpret with guidance to locate reference points before beginning assigned tasks.
  4. Basic equipment components — assist in routine maintenance tasks following written checklists provided by a lead technician.
  5. Personal protective equipment and safety protocols — apply consistently under supervisor direction at indoor and outdoor work sites.
  6. Measurement instruments such as calipers and tape measures — use to record dimensional readings on finished work pieces under close oversight.
  7. Standard repair procedures — follow step-by-step instructions to complete entry-level maintenance tasks on mechanical systems.
  8. Spreadsheet software — enter work order data and inspection results into pre-built templates under trainer guidance.
  9. Verbal and written instructions from supervisors — listen actively and ask clarifying questions to complete assigned repair tasks correctly.
  10. Common mechanical components such as fasteners, fittings, and seals — identify by name and function during hands-on orientation training.
Developing
Mid-level / Established
  1. Hand tools and calibrated gauges — select and apply independently to verify that completed work conforms to specification tolerances on routine service calls.
  2. Work area inspection procedures — conduct scheduled safety walkthroughs and document findings using electronic mail or office suite software with minimal oversight.
  3. Blueprints and technical job orders — interpret to lay out reference points and construct basic templates for recurring installation tasks.
  4. Mechanical systems and equipment — perform preventive maintenance on schedule and log results in a database user interface at a service depot.
  5. Operations monitoring techniques — observe equipment performance indicators and identify deviations from normal operating ranges during live production environments.
  6. Quality control checks — carry out standardized tests on completed repairs and flag non-conformances to a senior technician for resolution.
  7. Troubleshooting methods — apply structured diagnostic steps to isolate faults in familiar mechanical or electronic assemblies.
  8. Coworkers and junior helpers — provide informal on-the-job guidance on safe tool use and correct installation techniques at the work site.
  9. Customer service interactions — communicate repair status and basic maintenance advice clearly to clients at commercial or residential locations.
  10. Spreadsheet and office suite software — compile inspection data and generate summary reports to support routine maintenance documentation.
Proficient
Senior / Expert IC
  1. Completed installation and repair work — inspect, test, and measure autonomously using precision instruments to confirm full conformance with engineering specifications.
  2. Complex blueprints, CAD drawings, and job orders — interpret across a broad range of project types to establish accurate templates and layout references without assistance.
  3. Non-routine equipment failures — troubleshoot using critical thinking and multi-step diagnostic processes to restore operation with minimal downtime.
  4. Hazardous work conditions — assess proactively, implement corrective controls, and deliver targeted safety training to prevent incidents at field or facility sites.
  5. Mechanical and electronic systems — diagnose and repair across the full scope of assigned equipment types, adapting methods to unfamiliar configurations.
  6. Employee work levels and performance — review output quality and productivity, providing specific technical feedback to support continuous improvement.
  7. CAD software and database tools — use to document repair histories, retrieve maintenance schedules, and support asset management decisions.
  8. Quality control analysis — apply systematic evaluation techniques to identify systemic defects and recommend process improvements to management.
  9. Mathematics and engineering principles — apply to calculate loads, tolerances, and material requirements when planning complex repair or installation projects.
  10. Cross-functional teams including contractors and clients — coordinate technical work activities to deliver maintenance projects on time and within scope.
Advanced
Lead / Principal / Executive
  1. Organizational maintenance standards and inspection protocols — develop and implement across all work crews to ensure consistent quality at enterprise scale.
  2. Workforce safety programs — design, deliver, and continuously improve training curricula that reduce incident rates across multiple field teams and facility locations.
  3. Technical competency frameworks — establish for the maintenance and repair workforce, defining skill benchmarks and guiding structured career development pathways.
  4. Complex, multi-discipline installation and repair projects — lead end-to-end planning and execution, integrating CAD documentation, resource scheduling, and quality assurance.
  5. Emerging repair technologies and tools — evaluate and pilot for adoption, driving operational improvements that enhance efficiency and reliability across the organization.
  6. Senior technicians and team leads — mentor in advanced troubleshooting, blueprint interpretation, and quality control methods to build organizational depth.
  7. Departmental performance metrics — analyze using database and spreadsheet software to identify trends, forecast maintenance needs, and present findings to executive leadership.
  8. Organizational safety culture — champion through policy development, audit oversight, and active engagement with public safety and regulatory compliance requirements.
  9. Budget planning and resource allocation — direct for maintenance operations, balancing labor, equipment, and material costs to meet service-level commitments.
  10. Stakeholder and client relationships at senior levels — manage by communicating strategic maintenance plans, resolving escalated technical disputes, and ensuring long-term customer satisfaction.

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. AI-assisted fault lookup — queries an AI chatbot with symptom descriptions to surface likely failure modes and manufacturer guidance, cross-checking results against physical inspection before acting.
Developing
  1. Diagnostic report drafting — feeds inspection findings and gauge measurements into an AI writing tool to generate structured work-order notes, then reviews for technical accuracy before submission WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Troubleshooting sequence support — uses an AI assistant to outline step-by-step diagnostic procedures for unfamiliar equipment, treating the output as a starting checklist rather than a final authority Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Blueprint and specification parsing — directs an AI tool to extract key tolerances and reference dimensions from scanned job orders or spec sheets, verifying extracted values against source documents before laying out work WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Maintenance schedule optimization — prompts an AI system with operational monitoring data to identify service intervals and flag equipment at elevated failure risk, then applies trade judgment to prioritize actual work orders 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..
  3. Safety training content generation — instructs an AI assistant to draft employee safety briefing materials based on identified hazard patterns in a work area, editing outputs to meet site-specific regulatory requirements.
Advanced
  1. AI-augmented quality control workflow — integrates AI-powered inspection analysis into the final verification step for completed work, calibrating AI flag thresholds against measured gauge data and overriding outputs that conflict with physical evidence 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. Workforce performance monitoring delegation — uses AI dashboards to aggregate employee work-level data and surface performance trends, then applies supervisory judgment to interpret anomalies and direct corrective action WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Repair-feasibility triage — evaluates AI-generated cost-and-complexity assessments of repair versus replacement decisions, stress-testing the AI's assumptions against field conditions and parts availability before advising stakeholders Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Repairing
Score: 62.1 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). 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. Work order interpretation — reads and follows basic written job orders and maintenance instructions in a shop or field environment 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 update delivery — conveys simple status updates to customers or supervisors using clear, non-technical language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Repair finding report — describes identified faults and proposed fixes to supervisors or clients using accurate mechanical 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. Blueprint and spec communication — asks clarifying questions when interpreting specifications or job orders to confirm work scope before beginning tasks 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. Active listening on-site — elicits equipment symptom details from operators or end users through structured questioning to narrow diagnostic focus 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. Maintenance documentation — produces clear written inspection reports, service logs, and repair notes that meet worksite record-keeping 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.
Exceeding
  1. Cross-trade briefing — leads pre-job safety and scope briefings for mixed crews, translating technical specifications into actionable instructions for varying skill levels Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Customer service escalation — manages difficult client communication during unexpected repair delays or cost overruns, maintaining professionalism and service 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.
2Leadership8 statements
Emerging
  1. Task ownership initiation — takes responsibility for assigned repair tasks from start to completion without requiring repeated direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer support behavior — offers basic guidance to newer workers on tool use or safety procedures when prompted Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Work sequence planning — organizes own daily maintenance schedule and prioritizes tasks based on urgency and equipment downtime impact 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 accountability — identifies unsafe conditions in work areas and reports them promptly, modeling proactive safety behavior for coworkers 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. On-site task coordination — directs the work sequence of a small repair crew, assigning roles based on skill and ensuring conformance to 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. Performance monitoring — reviews coworker work levels and provides immediate corrective feedback to maintain quality standards on multi-person jobs 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. Crew development leadership — mentors junior technicians on diagnostic procedures, tool selection, and quality inspection methods, building sustained team capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process improvement initiative — identifies recurring equipment failures across a site and leads the implementation of a revised preventive maintenance schedule that reduces downtime 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
  1. Skill gap recognition — identifies personal knowledge limits on unfamiliar equipment types and seeks guidance before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Task reflection habit — reviews completed repairs mentally to confirm all steps were performed and no components were missed Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Diagnostic self-monitoring — pauses during troubleshooting to reassess assumptions when initial repair attempts do not resolve the fault 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. Learning strategy selection — chooses appropriate learning resources such as service manuals, manufacturer guides, or experienced colleagues when encountering unfamiliar equipment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Error pattern recognition — identifies recurring mistakes in own repair work and adjusts technique or preparation methods to prevent repetition Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Pre-task cognitive planning — mentally maps repair sequence, required tools, and safety precautions before beginning complex or multi-step maintenance tasks 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 benchmarking — evaluates own technical knowledge against current industry standards and proactively seeks certification or training to close identified gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Reflective practice modeling — articulates diagnostic reasoning process to junior technicians as a teaching tool, making implicit thinking strategies explicit and transferable Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Symptom observation — notices and records observable signs of equipment malfunction such as unusual sounds, heat, or vibration during routine operations monitoring 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. Tool selection reasoning — selects appropriate hand tools or gauges for a given inspection task based on measurement 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.
Developing
  1. Root cause isolation — applies systematic elimination techniques to distinguish between multiple possible causes of an equipment fault 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 conformance check — compares completed work measurements against blueprint tolerances and identifies out-of-spec conditions before 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.
Applying
  1. Complex fault diagnosis — analyzes multi-system failures involving mechanical, electrical, and electronic components to identify root cause and optimal repair 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.
  2. Quality control judgment — evaluates completed installations or repairs against workmanship standards and makes pass/fail determinations supported by measurement data 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. Evidence-based troubleshooting leadership — constructs and applies systematic diagnostic frameworks for novel equipment types with no prior service history, synthesizing mechanical and electronics knowledge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Risk-weighted repair decision — evaluates trade-offs between repair, replacement, and temporary remediation options by weighing cost, safety, and operational continuity factors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Trade handoff communication — informs the next worker or shift of incomplete tasks, parts status, and safety considerations when transferring work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Shared workspace respect — maintains clean and organized work areas and properly returns shared tools to support team efficiency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Cross-functional coordination — coordinates with operations, facilities, or customer service personnel to schedule equipment downtime for maintenance with minimal disruption 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 task contribution — performs assigned role within a multi-person installation or repair team, completing own scope on time so dependent tasks are not delayed Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Joint problem solving — collaborates with engineers, supervisors, or specialist technicians to resolve equipment failures that exceed single-trade expertise Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Safety training participation — engages actively in team safety training exercises, contributing observations from field experience to improve shared hazard awareness 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. Multi-trade project integration — coordinates the sequencing of work across different trades or crews on a complex installation project, resolving scheduling conflicts and dependency issues Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Collaborative process design — partners with engineering and operations staff to co-develop maintenance procedures for new equipment, incorporating frontline technician insight 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.
6Character8 statements
Emerging
  1. Tool and material accountability — accounts for all tools, parts, and materials checked out for a job and returns or reports any discrepancies honestly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety rule compliance — follows all required PPE and lockout/tagout procedures consistently regardless of time pressure or supervision level 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. Accurate reporting integrity — documents actual findings, measurements, and hours worked truthfully in service records without omitting inconvenient data 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 trust behavior — treats customer property and workspace with respect, leaving work areas clean and undamaged after service completion 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. Ethical fault disclosure — informs supervisors or customers of additional equipment defects discovered during repair even when outside original work scope, prioritizing safety over scope convenience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Professional accountability — accepts responsibility for rework when a completed repair fails re-inspection rather than attributing failure to external factors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Safety culture stewardship — confronts unsafe practices by coworkers directly and constructively, elevating team accountability standards beyond minimum compliance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Organizational integrity modeling — demonstrates consistent ethical decision-making in ambiguous field situations, establishing a trusted reputation that influences team norms Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Improvised tooling adaptation — uses available hand tools creatively to access or manipulate components in confined or non-standard installation environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Alternative materials consideration — suggests a substitute material or fastener when specified parts are unavailable, based on functional equivalence reasoning Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Custom template fabrication — constructs non-standard templates or jigs from available materials to lay out reference points for unique or irregular work configurations 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. Workaround solution generation — develops temporary functional repairs that restore equipment operation safely while awaiting correct replacement parts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Diagnostic method innovation — designs a novel test sequence for diagnosing an unfamiliar equipment fault when standard procedures yield inconclusive results 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. Efficiency process redesign — reconfigures a recurring maintenance task sequence to reduce labor time or required tools based on accumulated field experience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Maintenance system innovation — proposes and pilots a new preventive maintenance approach for a class of equipment based on failure pattern analysis, demonstrating measurable reliability improvement 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. Field engineering contribution — develops non-standard repair solutions for legacy or obsolete equipment without available manufacturer support, drawing on first-principles mechanical and electronics knowledge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts correction from supervisors on technique or safety without defensiveness and applies changes on the next task Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. New equipment willingness — volunteers to assist with unfamiliar equipment types to build exposure and expand technical range Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Manual and resource self-study — reads service manuals, technical bulletins, and wiring diagrams independently to build knowledge before encountering related equipment in the field 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. Setback persistence — continues systematic troubleshooting after initial repair attempts fail rather than escalating prematurely or abandoning the diagnostic process Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Certification pursuit — actively pursues relevant trade certifications or manufacturer training programs to formalize knowledge gained through field experience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Performance feedback integration — solicits inspection feedback after job completion and uses it to adjust technique, documentation quality, or work sequencing on future tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Continuous learning leadership — establishes a culture of ongoing skill development within a team by sharing new technical knowledge, circulating service bulletins, and encouraging peer learning Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Technology adoption advocacy — embraces and promotes adoption of new diagnostic tools, monitoring technologies, or repair methodologies that improve team performance 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.
9Mindfulness8 statements
Emerging
  1. Pre-task hazard awareness — pauses before beginning work to visually scan the environment for physical hazards, live circuits, or pinch points 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. Attention to detail initiation — performs final visual checks on completed work to catch missed fasteners, connections, or misalignments before declaring a job finished Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Focus maintenance under pressure — sustains methodical diagnostic process under time pressure without skipping measurement or inspection steps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Emotional regulation on-site — manages frustration during difficult diagnostic situations without rushing to assumptions or taking shortcuts that compromise quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Situational awareness during monitoring — maintains continuous awareness of equipment operating sounds, temperatures, and readings during extended operations monitoring to detect early fault indicators 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 communication pacing — slows communication with upset or impatient customers to de-escalate tension and ensure accurate information exchange 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. Stress inoculation modeling — demonstrates composed, deliberate decision-making during high-stakes equipment failures or safety incidents, stabilizing team response Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mindful quality culture — instills attentiveness to detail in crew members by making inspection rituals and pre-task pause habits a consistent team norm on every job Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical task endurance — completes physically demanding installation or repair work in adverse conditions such as confined spaces, heat, or noise without abandoning the task Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Uncertainty tolerance — proceeds with structured diagnostic steps when the cause of an equipment fault is initially unclear rather than waiting for others to solve it Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Sustained troubleshooting persistence — works through multi-step diagnostic processes on complex faults over extended periods without losing systematic discipline 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. Workload resilience — maintains work quality and safety standards during high-volume periods with compressed timelines and multiple simultaneous service calls Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Emergency repair composure — performs repair work calmly and accurately during urgent equipment failures that are affecting production or customer operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Criticism endurance — continues productive performance after receiving negative customer feedback or failed inspections, using the experience to improve rather than withdraw Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Chronic adversity leadership — sustains high-quality field performance and positive team morale through extended periods of equipment supply shortages, extreme environmental conditions, or organizational disruption Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Courageous safety intervention — stops work and escalates safety violations at personal professional risk when an unsafe condition threatens crew or customer welfare 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.
Show O*NET source anchors38 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
AMF Mechanic · Angle Furnaceman · Anglesmith · Anode Worker · Anvil Worker · Anvilsmith · Armorer · Assembled Wood Products Repairer · Auto Dismantler · Auto Salvage Worker · Auto Wrecker · Automatic Dispenser Mechanic
RAPIDS apprenticeships
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O*NET skills
RepairingTroubleshootingCritical ThinkingEquipment MaintenanceOperations MonitoringQuality Control AnalysisActive ListeningComplex Problem Solving
Knowledge domains
MechanicalCustomer and Personal ServiceEnglish LanguageComputers and ElectronicsEngineering and TechnologyMathematicsPublic Safety and SecurityEducation and Training
Abilities
Near VisionProblem SensitivityArm-Hand SteadinessManual DexterityFinger DexterityControl Precision
Work styles
DependabilityAttention to DetailCautiousnessPerseveranceIntegrityStress Tolerance
Technology
Computer aided design CAD softwareData base user interface and query softwareSpreadsheet softwareOffice suite softwareElectronic mail softwarePresentation software
Tasks · seed anchors for statements
  1. Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to
  2. Inspect and monitor work areas, examine tools and equipment, and provide employee safety training to prevent,
  3. Interpret specifications, blueprints, or job orders to construct templates and lay out reference points for wo
  4. Monitor employees' work levels and review work performance.
CIP education codes
47.000047.010147.040247.040947.070147.070347.070547.070647.0799

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.