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Industrial Machinery Mechanics

SOC 49-9041.00Job Zone 3 · Medium Preparationv.26.05

Context coveredThis framework covers maintenance, troubleshooting, repair, and leadership of industrial production and processing machinery across manufacturing and processing plant environments, from entry-level task execution through organizational program 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. Basic hand tools and power tools — identify and use under direct supervision during scheduled maintenance tasks on an industrial production floor.
  2. Machinery components showing visible wear or breakage — recognize and report to a journeyman mechanic in a manufacturing facility.
  3. Lubrication schedules and cleaning procedures — follow step-by-step under supervisor guidance to service equipment in a processing plant.
  4. Disassembly sequences for simple mechanical assemblies — execute with direction from a lead mechanic to access internal parts for inspection.
  5. Standard replacement parts such as belts, filters, and fasteners — retrieve and install under supervision using manufacturer specifications.
  6. Maintenance logs and work-order forms — complete accurately after each assigned task in accordance with facility recordkeeping protocols.
  7. Newly serviced equipment — operate at low speed under a technician's observation to confirm basic function before returning to production.
  8. Safety lockout/tagout procedures — apply correctly before beginning any equipment maintenance task in a regulated industrial environment.
  9. Parts and assemblies removed during disassembly — organize and label systematically so reassembly can proceed without error under guidance.
  10. Verbal instructions and technical briefings from senior mechanics — listen actively and ask clarifying questions to complete assigned maintenance tasks correctly.
Developing
Mid-level / Established
  1. Preventive maintenance schedules for a range of production machinery — execute independently, adjusting task sequencing to minimize downtime on a busy plant floor.
  2. Malfunctioning mechanical components such as gears, bearings, and shafts — diagnose cause of failure and replace with appropriate parts with minimal oversight.
  3. Hydraulic, pneumatic, and electrical systems on industrial equipment — inspect, clean, and adjust during routine servicing cycles in a processing facility.
  4. Disassembly and reassembly of moderately complex machinery — perform in correct sequence, verifying tolerances and clearances against manufacturer service manuals.
  5. Operational tests on repaired machinery — conduct and interpret results to confirm repair adequacy before releasing equipment back to production.
  6. Defective parts and worn components — examine systematically using near-vision inspection and precision measuring instruments to determine serviceability.
  7. Maintenance and repair records — document completely and accurately in a computerized maintenance management or inventory management system after each job.
  8. Troubleshooting logic for recurring mechanical faults — apply structured diagnostic methods to identify root causes in familiar equipment types within the facility.
  9. Replacement part requirements — assess and communicate clearly to supervisors or parts staff using inventory management software to avoid production delays.
  10. Time and task priorities across multiple concurrent work orders — manage independently to meet production schedules in a high-demand industrial environment.
Proficient
Senior / Expert IC
  1. Complex, non-routine mechanical failures across a wide variety of industrial machinery — diagnose and resolve autonomously, applying advanced troubleshooting techniques in a full-scale manufacturing facility.
  2. Integrated hydraulic, pneumatic, electrical, and mechanical systems — inspect, repair, and re-commission without supervision, ensuring all subsystems meet operational specifications.
  3. Root-cause analysis for repetitive equipment breakdowns — conduct thoroughly and recommend design or process modifications to maintenance supervisors to prevent recurrence.
  4. Full disassembly and precision reassembly of large or specialized industrial machines — oversee and perform independently, verifying alignment and calibration to engineering tolerances.
  5. Industrial control software and CAD/CAM documentation — interpret and utilize to guide complex repairs, parameter adjustments, and equipment reconfigurations on the plant floor.
  6. Post-repair operational verification trials — design and execute for newly serviced or modified machinery to confirm performance meets production quality standards.
  7. Detailed maintenance histories and failure-trend data — analyze using database and spreadsheet software to identify systemic issues and drive proactive maintenance strategies.
  8. Non-standard or obsolete equipment lacking current documentation — service using engineering judgment, reverse-engineering methods, and accumulated mechanical knowledge.
  9. Junior and mid-level mechanics encountering unfamiliar fault conditions — guide through diagnostic reasoning without taking over the task, reinforcing skill development.
  10. Cross-functional communication with production supervisors and engineers — conduct clearly and professionally to align maintenance priorities with operational and quality goals.
Advanced
Lead / Principal / Executive
  1. Facility-wide preventive and predictive maintenance programs — design, implement, and continuously improve to maximize equipment uptime across all production lines.
  2. Maintenance department standards, procedures, and technical training curricula — develop and institutionalize so that all skill levels perform work safely and consistently.
  3. Capital repair versus equipment replacement decisions — lead evaluation using cost-benefit analysis, failure data, and production impact metrics to advise plant leadership.
  4. Emerging maintenance technologies such as condition-monitoring sensors and industrial IoT platforms — evaluate and champion adoption to modernize the maintenance function.
  5. Multi-craft maintenance teams during critical equipment overhauls or emergency shutdowns — coordinate to ensure safe, efficient, on-schedule completion across a large industrial site.
  6. Maintenance performance metrics including mean time between failures and maintenance cost per unit — establish, monitor, and report to site leadership using facilities management software.
  7. Organizational maintenance budgets and spare-parts inventories — manage strategically, balancing cost control with parts availability to sustain continuous production operations.
  8. Cross-departmental relationships with engineering, procurement, and production planning teams — build and sustain to integrate maintenance strategy into broader operational planning.
  9. Complex safety incidents or near-misses involving industrial machinery — lead root-cause investigations and implement corrective actions that drive lasting cultural and procedural change.
  10. Next-generation industrial mechanics and apprentices — mentor over multi-year development arcs, transferring deep mechanical expertise and professional judgment to the workforce pipeline.

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 — uses AI chatbots to retrieve manufacturer specifications, torque values, and standard maintenance procedures when troubleshooting unfamiliar machinery WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Digital maintenance log entry — inputs completed repair notes into AI-enabled maintenance management systems, allowing the tool to auto-categorize work orders and flag overdue service intervals.
Developing
  1. Guided troubleshooting support — feeds observed symptoms and error codes into an AI diagnostic assistant to narrow down root-cause candidates before physically inspecting components, then confirms findings hands-on Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Predictive maintenance alert triage — reviews AI-generated alerts from vibration, temperature, or acoustic sensors and prioritizes which machines to inspect during the shift WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Parts identification assistance — describes worn or broken components to an AI assistant to identify part numbers and cross-references when documentation is missing or illegible.
Proficient
  1. Condition-monitoring data interpretation — directs AI analytics platforms to correlate sensor trends with historical failure records, then translates the output into a concrete repair schedule 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. Repair procedure validation — cross-checks AI-suggested disassembly sequences against OEM manuals and personal mechanical judgment, accepting or overriding recommendations based on direct equipment knowledge Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Work-order documentation acceleration — dictates post-repair summaries verbally to an AI transcription tool, which structures the report; the mechanic reviews and certifies accuracy before submission.
  4. Upskilling through AI simulation — uses AI-driven 3D equipment models or interactive walkthroughs to prepare for unfamiliar machinery overhauls, reducing time-to-competency on new production lines Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Advanced
  1. AI-integration leadership — evaluates and pilots new AI-enabled condition-monitoring or computerized maintenance management system (CMMS) modules for the facility, setting acceptance criteria and training junior mechanics on correct use 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. Autonomous maintenance boundary-setting — defines which diagnostic and scheduling tasks are handed off to AI agents versus which require physical inspection and human judgment, establishing team-wide handoff protocols Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Failure-mode knowledge contribution — systematically feeds documented repair outcomes and root-cause findings back into the AI system's training dataset, improving the accuracy of future predictive alerts for the site's specific equipment population WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Operation and Control
Score: 62.1 / 100
Quadrant: Q3_upskilling_window
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.

1Communication10 statements
Emerging
  1. Maintenance log entries — records basic repair actions and parts replaced using standard shop terminology in written maintenance logs 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 updates — communicates equipment downtime and repair progress to direct supervisor using clear, factual language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Technical handoff communication — conveys machine status, incomplete repairs, and pending parts needs to incoming shift mechanics during handoff briefings 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. Defect description accuracy — describes observed component failures, unusual sounds, or performance deviations using precise mechanical terminology when reporting to engineers or supervisors 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.
  3. Parts requisition communication — submits written or verbal parts requests specifying component specifications, quantities, and urgency to procurement or parts room staff O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Cross-functional repair briefings — explains root cause, corrective action, and preventive recommendations to production supervisors and engineers in post-repair debriefs 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. Operator instruction delivery — communicates proper machine operating procedures and early-warning symptoms to production operators in clear, non-technical language 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.
  3. Maintenance record documentation — produces complete, accurate, and legible repair records including parts used, labor hours, and machine condition observations for compliance and historical tracking O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Technical report authorship — authors detailed failure analysis reports and maintenance procedure updates distributed across maintenance and engineering teams Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-departmental communication leadership — facilitates structured communication between maintenance, production, and engineering departments during extended equipment outages or capital repair projects Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership9 statements
Emerging
  1. Personal task ownership — accepts assigned repair tasks and completes them without requiring repeated direction from lead mechanics or supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety leadership initiation — identifies and verbally flags unsafe machine conditions or lockout/tagout gaps to crew leads before beginning 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.
Developing
  1. Peer guidance on procedures — demonstrates correct disassembly, lubrication, or adjustment techniques to less experienced mechanics during routine 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.
  2. Repair prioritization input — contributes recommendations on which equipment repairs should be prioritized based on production impact and machine condition assessments 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-shift repair leadership — leads small repair crews during multi-technician equipment overhauls, assigning tasks and coordinating tool and parts logistics Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Preventive maintenance program ownership — takes initiative to schedule and execute PM tasks proactively, reducing unplanned downtime without direct supervisory prompting 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.
  3. Apprentice mentorship — guides junior mechanics through diagnostic and repair procedures, providing real-time coaching on troubleshooting logic and safety compliance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Maintenance strategy leadership — leads development and implementation of facility-wide predictive maintenance initiatives, influencing resource allocation and maintenance scheduling 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.
  2. Continuous improvement championing — drives cross-functional reliability improvement projects, coordinating between maintenance, engineering, and production leadership to reduce chronic equipment failures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Self-assessment of skill gaps — identifies specific mechanical systems or repair procedures where personal knowledge is limited and requests targeted guidance or training Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Repair approach reflection — pauses before beginning complex disassembly to mentally review the correct sequence and required tools before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Diagnostic strategy awareness — recognizes when an initial troubleshooting approach is not yielding results and consciously shifts to an alternative diagnostic method 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 from repair outcomes — reviews completed repairs to identify what diagnostic steps were efficient and what steps consumed unnecessary time or led to misdiagnosis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Mental model calibration — maintains an accurate internal model of each assigned machine's failure history and uses it to form rapid, well-targeted diagnostic hypotheses 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. Knowledge application monitoring — tracks personal comprehension when reading technical manuals or schematics, re-reading sections when understanding is incomplete before proceeding with repairs 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. Metacognitive coaching of others — explicitly teaches junior mechanics how to structure their own diagnostic thinking, recognize cognitive blind spots, and evaluate their own repair decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. System-level knowledge mapping — identifies gaps in team-wide mechanical knowledge across multiple machine types and designs targeted cross-training experiences to address those gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking9 statements
Emerging
  1. Symptom-cause linkage — connects observed machine symptoms such as abnormal vibration or temperature to likely mechanical causes using basic knowledge of mechanical principles 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. Evidence-based fault identification — examines worn or damaged components to distinguish normal wear from failure caused by misalignment, overload, or lubrication deficiency O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Systematic elimination troubleshooting — applies structured elimination logic to identify root cause of equipment malfunction, ruling out subsystems sequentially rather than guessing at repairs 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. Repair vs. replace analysis — evaluates whether a degraded component warrants immediate replacement or continued monitored service based on wear patterns, tolerance specs, and production risk 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. Root cause analysis execution — conducts formal root cause analysis on recurring equipment failures, distinguishing between immediate failure causes and underlying systemic contributors 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. Repair verification reasoning — designs functional test sequences after reassembly to confirm that repairs resolved the failure mode without introducing new faults 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.
  3. Technical documentation evaluation — critically reads OEM manuals, engineering drawings, and maintenance bulletins to assess applicability to specific machine configurations before executing procedures O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Failure mode and effects reasoning — anticipates potential failure modes of aging or modified equipment and develops preemptive maintenance strategies to prevent failures before they occur 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. Evidence synthesis across data sources — integrates vibration analysis data, thermal imaging results, oil analysis reports, and maintenance history to form comprehensive equipment health assessments 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.
5Collaboration9 statements
Emerging
  1. Shared workspace coordination — coordinates tool usage, machine access, and work area safety with co-workers during concurrent maintenance tasks in the same equipment zone Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Production team cooperation — communicates scheduled maintenance windows with production operators and accommodates workflow needs when arranging equipment 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.
Developing
  1. Multi-mechanic repair coordination — works alongside other mechanics during complex machinery overhauls, aligning on task assignments and sequencing to avoid duplication or interference 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. Cross-trade collaboration — partners with electricians, pipefitters, or millwrights during integrated equipment repairs, clearly defining mechanical scope and coordinating handoffs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Production-maintenance partnership — participates in collaborative planning meetings with production supervisors to align preventive maintenance schedules with production demand cycles 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. Contractor oversight collaboration — works alongside and coordinates the activities of outside repair contractors, ensuring that external work meets facility standards and integrates with ongoing maintenance plans O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Knowledge sharing in team settings — actively contributes equipment-specific repair insights during team huddles or toolbox talks, improving collective diagnostic capability across the maintenance crew Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-functional reliability teams — leads or actively drives participation in cross-departmental reliability improvement teams, integrating mechanical, operational, and engineering perspectives into durable solutions 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. Mentorship-based collaboration — structures repair assignments to intentionally develop junior mechanics' skills while maintaining repair quality and meeting production timelines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character9 statements
Emerging
  1. Lockout/tagout compliance — consistently applies lockout/tagout procedures on all equipment before beginning any repair or maintenance activity without exception 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. Accurate time and task reporting — records actual hours and tasks performed on work orders without inflating or omitting information Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Accountability for repair outcomes — acknowledges and reports when a repair does not resolve the problem or when a mistake is made during maintenance, and takes corrective action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Parts and materials stewardship — uses replacement parts and maintenance materials responsibly, avoiding waste and accurately accounting for inventory consumed during repairs 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 safety reporting — reports observed safety violations, near-misses, or unsafe equipment conditions through proper channels regardless of production pressure or peer influence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Professional conduct under pressure — maintains respectful, composed interactions with production staff and supervisors during high-stress equipment emergencies without deflecting blame Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Documentation integrity — produces maintenance records that are complete, truthful, and compliant with regulatory and quality system requirements even when shortcuts would save time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Safety culture modeling — consistently models and actively reinforces a zero-compromise safety culture across the maintenance team, holding peers accountable to standards respectfully and constructively Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Ethical leadership in repair decisions — advocates for correct, thorough repairs even when organizational pressure pushes toward temporary fixes that compromise equipment integrity or worker safety Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Improvised tooling solutions — devises practical workarounds using available shop tools when specialized repair tools are unavailable, without compromising repair quality or safety Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Alternative access approaches — identifies non-standard access points or disassembly sequences to reach failed components when standard procedures are obstructed by physical 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.
Developing
  1. Diagnostic innovation — applies unconventional diagnostic techniques such as listening with a stethoscope, using thermal touch checks, or improvised load tests to locate elusive faults 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. Temporary repair engineering — designs effective temporary measures to restore partial machine function during parts procurement delays without creating additional failure risks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Maintenance procedure improvement — develops improved lubrication routes, inspection access modifications, or adjustment procedures that reduce time-on-task and improve thoroughness for recurring PM activities 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. Failure prevention redesign — proposes mechanical modifications or guarding improvements to machine designers or engineers based on observed failure patterns, reducing recurring breakdown frequency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Novel reliability solutions — conceives and implements original maintenance strategies, tooling adaptations, or equipment modifications that measurably improve uptime for challenging or aging machinery 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. Cross-industry technique adaptation — applies maintenance approaches observed or studied from different industries or machine types to solve persistent reliability problems in current equipment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset9 statements
Emerging
  1. New equipment learning acceptance — approaches unfamiliar machine types or technologies with willingness to study manuals and ask experienced mechanics for guidance rather than avoiding the assignment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback receptivity — accepts correction from lead mechanics on incorrect disassembly sequences or diagnostic approaches and adjusts technique without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Self-directed technical learning — pursues manufacturer technical bulletins, online training resources, or trade publications to build knowledge of new machine technologies encountered on the shop floor 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. Persistence through complex diagnostics — continues systematic troubleshooting on intermittent or difficult faults without abandoning the process when initial approaches yield no immediate answer 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 and training pursuit — actively seeks out and completes relevant training programs, manufacturer certifications, or trade coursework to expand mechanical competency across machine types 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. Post-failure learning integration — conducts personal review after each significant or unusual equipment failure to extract lessons and update personal repair knowledge and future diagnostic approaches Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Technology adoption openness — embraces introduction of new maintenance technologies such as vibration analyzers, thermal cameras, or CMMS systems and invests effort to develop proficiency 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. Learning culture promotion — actively encourages team-wide pursuit of technical growth, shares new knowledge freely, and advocates for training investments that expand the team's collective capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mastery-oriented continuous improvement — regularly identifies personal knowledge frontiers in advanced mechanical systems and designs self-directed learning experiences to push beyond current competency ceilings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness9 statements
Emerging
  1. Pre-task hazard awareness — pauses before beginning any repair to deliberately identify energy sources, pinch points, and environmental hazards present in the work area 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 management during diagnostics — maintains focused observation of machine behavior during operational monitoring rather than drawing premature conclusions before completing full inspection 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. Emotional regulation under production pressure — maintains methodical, deliberate repair pace when production supervisors urge faster completion, resisting shortcuts that could compromise repair quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Sensory attentiveness in diagnostics — applies sustained, deliberate attention to auditory, visual, and tactile machine signals during operation to detect subtle early-warning indicators of developing faults 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. Intentional reassembly discipline — executes reassembly procedures with deliberate step-by-step attention, avoiding the complacency errors that commonly occur on familiar machines after repeated repairs 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. Fatigue-aware performance monitoring — recognizes personal signs of mental fatigue during extended repair shifts and applies compensatory practices such as procedure checklists to maintain accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Interruption recovery — returns to the correct step in a complex procedure after workplace interruptions without skipping safety-critical steps or losing sequence position Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mindful safety culture reinforcement — models and coaches deliberate, present-focused work habits across the maintenance team, specifically addressing complacency risks on familiar or routine tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Situational awareness leadership — maintains broad environmental awareness during multi-mechanic repairs, tracking team member positions, energy source status, and procedural progress simultaneously to prevent accidents Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude9 statements
Emerging
  1. Extended downtime persistence — sustains focused troubleshooting effort on a malfunctioning machine through multiple diagnostic cycles without becoming discouraged or abandoning the systematic process Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Physical demand tolerance — performs maintenance tasks in physically demanding conditions including confined spaces, elevated temperatures, or awkward postures 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.
Developing
  1. Emergency repair composure — maintains organized, methodical repair execution during urgent equipment breakdowns when production pressure and supervisory scrutiny are elevated Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Difficult diagnostic resilience — persists through elusive intermittent faults across multiple troubleshooting sessions without reverting to random part replacement as a shortcut 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. Extended outage endurance — sustains high-quality mechanical work through long-duration equipment overhauls or emergency repairs that extend across multiple consecutive shifts 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. High-stakes repair confidence — executes critical repairs on safety-related or production-critical equipment with steady focus and deliberate precision despite the consequences of error Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Setback recovery discipline — resumes correct diagnostic sequencing after a confirmed misdiagnosis or failed repair attempt, treating the outcome as diagnostic information rather than personal failure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team resilience anchoring — stabilizes team morale and maintains productive problem-solving orientation during facility-wide equipment crises or prolonged reliability emergencies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Chronic challenge ownership — voluntarily assumes responsibility for the facility's most persistently unreliable machines and sustains long-term diagnostic and improvement efforts until durable solutions are achieved 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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Source anchors that ground each statement

Related titles
Anode Rebuilder · Appliance Fixer · Appliance Mechanic · Area Mechanic · Assembly Mechanic · Auto Equipment Maintenance Servicer (Automotive Equipment Maintenance Servicer) · Automatic Pinsetter Adjuster · Automotive Maintenance Equipment Servicer · Aviation Support Equipment Repairer · Bag Adjuster · Bag Machine Adjuster · Bakery Machine Mechanic
RAPIDS apprenticeships
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O*NET skills
Operation and ControlEquipment MaintenanceTroubleshootingRepairingOperations MonitoringQuality Control AnalysisCritical ThinkingActive ListeningActive LearningJudgment and Decision MakingMonitoringComplex Problem SolvingEquipment SelectionTime ManagementCoordinationSpeaking
Knowledge domains
MechanicalEnglish LanguageProduction and ProcessingEngineering and TechnologyDesignMathematicsComputers and Electronics
Abilities
Problem SensitivityManual DexterityFinger DexterityControl PrecisionNear VisionArm-Hand SteadinessReaction TimeMultilimb CoordinationHearing SensitivityInformation Ordering
Work styles
DependabilityAttention to DetailCautiousnessPerseveranceIntegrityStress Tolerance
Technology
Industrial control softwareComputer aided design CAD softwareComputer aided manufacturing CAM softwareInventory management softwareFacilities management softwareData base user interface and query softwareSpreadsheet softwareOffice suite softwareElectronic mail softwarePresentation software
Tasks · seed anchors for statements
  1. Repair or maintain the operating condition of industrial production or processing machinery or equipment.
  2. Repair or replace broken or malfunctioning components of machinery or equipment.
  3. Clean, lubricate, or adjust parts, equipment, or machinery.
  4. Disassemble machinery or equipment to remove parts and make repairs.
  5. Reassemble equipment after completion of inspections, testing, or repairs.
  6. Examine parts for defects, such as breakage or excessive wear.
  7. Record repairs and maintenance performed.
  8. Operate newly repaired machinery or equipment to verify the adequacy of repairs.
CIP education codes
47.030347.070147.070547.0706

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.