Millwrights
Context coveredThis framework covers industrial millwright practice across manufacturing, processing, and heavy-industry plant environments — from entry-level equipment assembly and basic rigging through autonomous precision alignment, complex troubleshooting, and organizational leadership of maintenance programs.
- Hand tools and basic power tools — identify and use correctly under direct supervision on an industrial installation site.
- Defective machine parts — recognize and flag for replacement under the guidance of a journeyman millwright.
- Hoists, dollies, rollers, and trucks — assist in moving machinery and equipment under close supervision in a shop or plant environment.
- Nuts, bolts, and fasteners — tighten to specified torque values using hand tools while following written instructions on the job site.
- Lubrication schedules and preventive maintenance checklists — follow step-by-step under supervision to service basic industrial machinery.
- Safety protocols and PPE requirements — apply consistently when working around moving machinery and heavy equipment in a manufacturing facility.
- Crane hand signals — learn and practice basic signals to assist in lowering assembly units under direct direction from a senior millwright.
- Measuring instruments such as rules, squares, and micrometers — use to take basic dimensional readings under guidance during equipment installation.
- Assembly diagrams and equipment manuals — read and interpret with assistance to support machine assembly tasks on the shop floor.
- Shims and adjustment hardware — retrieve and stage correctly in preparation for clearance-setting tasks under the supervision of an experienced millwright.
- Misaligned machine components — diagnose and correct using jacks, shims, and hand tools with limited oversight in a production plant setting.
- Preventive maintenance routines — perform independently on assigned machinery, including lubrication and minor part replacement, according to established schedules.
- Hoists and rigging equipment — operate to move and position machinery and equipment safely with reduced supervision on an industrial floor.
- Clearances between moving and stationary parts — set to specification by adjusting shims and bolt tension using micrometers and measuring instruments.
- Machine assembly sequences — execute routinely using hand tools and power tools, following blueprints and technical manuals in a manufacturing environment.
- Defective machine parts — replace or adjust after identifying wear or failure during scheduled maintenance inspections at a production facility.
- Alignment tasks — complete using squares, rules, lasers, or plumb bobs with growing proficiency and minimal direction from lead personnel.
- Crane operator communications — coordinate effectively using standard hand signals to guide lowering and positioning of assembly units to bedplate.
- Bolting, welding, and riveting operations — perform to fasten assembled machines to foundations or structural supports per engineered specifications.
- Maintenance logs and work orders — complete accurately using office suite or ERP software to document repairs and parts usage on the job.
- Complex machinery alignment — perform autonomously across multiple machine types using lasers, micrometers, and precision instruments in high-tolerance industrial environments.
- Non-routine equipment failures — troubleshoot independently, applying critical thinking and mechanical knowledge to diagnose root causes and implement lasting repairs.
- Full preventive and corrective maintenance programs — execute across an entire production line, prioritizing tasks based on operational impact and scheduling constraints.
- Heavy equipment installation projects — manage from foundation preparation through final alignment and commissioning using the full range of rigging and precision tools.
- Clearance and tolerance specifications — verify and adjust across diverse machine assemblies, interpreting engineering drawings and OEM documentation without assistance.
- Machinery relocation operations — plan and execute safely using hoists, dollies, and trucks while coordinating with crane operators and other trades on a live plant floor.
- Weld, bolt, and rivet fastenings — select appropriate methods and execute to code when securing machines to foundations or structural members in varied industrial settings.
- Maintenance quality outcomes — evaluate through systematic inspection and measurement, applying quality control analysis to ensure machines meet operational standards.
- CAD drawings and technical schematics — interpret and cross-reference to resolve installation ambiguities and guide junior millwrights on complex assembly tasks.
- Cross-functional maintenance coordination — collaborate with operations, engineering, and safety teams to schedule and execute major equipment overhauls with minimal production downtime.
- Millwright competency standards — establish and communicate for a facility or department, defining performance expectations and career progression for apprentices and journeymen.
- Precision alignment methodology — lead adoption of laser alignment systems and advanced measurement practices across a multi-site industrial organization.
- Preventive maintenance strategy — design and implement at the organizational level, integrating ERP software to optimize equipment uptime and reduce lifecycle costs.
- High-risk machinery installation projects — oversee from scope definition through final acceptance, directing crews, managing rigging plans, and enforcing safety protocols.
- Equipment reliability programs — develop and champion organization-wide, applying engineering and mechanical knowledge to reduce unplanned downtime across production assets.
- Technical training curriculum — create and deliver for apprentice and developing millwrights, covering alignment, rigging, maintenance, and safety in structured on-the-job modules.
- Cross-trade coordination on major capital projects — lead as principal millwright authority, interfacing with contractors, engineers, and plant management to ensure installation integrity.
- Organizational safety culture — advance by authoring procedures, conducting hazard assessments, and mentoring crews on cautious, standards-compliant work practices around heavy machinery.
- Budgets and resource plans for maintenance operations — develop and manage at the department level, balancing labor, parts, and equipment costs against production targets.
- Continuous improvement initiatives — drive by analyzing maintenance data from ERP and monitoring systems to identify recurring failure patterns and implement systemic mechanical solutions.
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 fault lookup — queries an AI chatbot with symptom descriptions to retrieve likely failure modes and standard corrective procedures, cross-checking results against the machine's service manual before touching any components Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Diagnostic pattern recognition — feeds vibration readings, temperature logs, and observed symptoms into an AI tool to narrow down misalignment or wear causes, then verifies conclusions with physical inspection and measuring instruments 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..
- Preventive maintenance scheduling — uses AI-generated maintenance interval suggestions drawn from equipment runtime data, adjusting the output schedule to match site-specific load conditions and manufacturer tolerances WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Alignment procedure optimization — directs an AI assistant to generate step-by-step shimming and bolt-torque sequences for a specific machine configuration, then executes and validates each step with micrometers, lasers, and dial indicators 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..
- Troubleshooting decision support — presents multi-variable fault scenarios (noise, heat, vibration, fluid loss) to an AI reasoning tool, critically evaluates the ranked hypotheses against observed physical evidence, and retains final diagnostic authority Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Parts specification cross-referencing — delegates bearing, seal, and coupling specification lookups to an AI tool, confirming dimensional compatibility against OEM drawings before ordering or installing replacements WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Predictive maintenance integration — orchestrates AI monitoring tools that correlate sensor streams with historical failure data to forecast component end-of-life, translating AI-generated alerts into prioritized work orders and capital replacement plans 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..
- Upskilling facilitation — guides less experienced millwrights in using AI diagnostic aids responsibly, establishing team standards for when to trust AI output versus when hands-on measurement overrides the tool's recommendation Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Complex assembly choreography — coordinates multi-trade lifts and precision alignments by using AI-assisted tolerance stack-up calculations to pre-validate clearance specifications, retaining authorship of all safety-critical rigging and positioning decisions.
Evidence pack
- SAFI positioning
- Top skill: TroubleshootingScore: 62.1 / 100Quadrant: Q3_upskilling_windowprecision: 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.
1Communication11 statements
- Maintenance log entry — records basic equipment observations and defect findings using standard millwright terminology in written work orders 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.
- Crane signal communication — applies foundational hand signals to direct crane operators during basic equipment lifts and placement tasks O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Tool request communication — conveys equipment and parts needs to supervisors and supply personnel using clear verbal descriptions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Defect reporting — documents alignment deviations, worn components, and clearance measurements in structured maintenance reports for review by 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.
- Shift handoff communication — relays machine status, in-progress repairs, and safety concerns to incoming millwright crews through verbal and written briefings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Crane coordination dialogue — exchanges positioning instructions and load status updates with crane operators and rigging crews during multi-unit assembly operations O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Technical briefing delivery — presents equipment alignment findings and corrective action plans to maintenance supervisors and engineers using measured data and schematic references 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-trade communication — coordinates installation sequencing and clearance requirements with welders, pipefitters, and electricians through precise verbal and written instruction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Preventive maintenance communication — translates lubrication schedules and inspection intervals into actionable work instructions for junior millwrights O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Maintenance procedure authoring — develops written alignment and installation procedures capturing micrometer tolerances, shimming sequences, and torque specifications for site-wide use Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Incident debrief facilitation — leads post-failure discussions with maintenance and engineering teams, communicating root-cause findings and corrective actions through structured verbal and documented formats Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership10 statements
- Task ownership — accepts assigned disassembly or installation tasks and completes them without requiring repeated direction from a journeyman millwright Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Safety initiative — identifies an immediate hazard during equipment movement and alerts the crew before work proceeds Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Work sequencing guidance — organizes daily alignment and installation task order for a small millwright crew to minimize downtime and rework Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Apprentice task delegation — assigns specific shimming, bolting, or lubrication subtasks to apprentices while monitoring execution quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Tool accountability — takes responsibility for inventory and condition of precision measuring instruments and rigging equipment assigned to the crew Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Shutdown coordination leadership — directs multi-trade planned maintenance shutdowns, sequencing machine disassembly, inspection, and reassembly tasks across the work crew 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 delivery — coaches apprentices through live alignment procedures using micrometers and laser tools, providing corrective feedback at each step Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Emergency repair ownership — assumes lead technical role during unplanned equipment failures, mobilizing crew resources and executing repair plans under production 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.
- Site maintenance leadership — leads a millwright team across multiple production lines, setting performance standards, managing workload allocation, and accountable for uptime outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Continuous improvement leadership — identifies recurring alignment or failure patterns site-wide and drives procedural changes that reduce equipment downtime and extend machine life 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.
3Metacognition9 statements
- Skill gap recognition — identifies personal unfamiliarity with a specific alignment tool or technique and requests demonstration before independent use Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Error reflection — reviews a misalignment or incorrect clearance set and identifies the measurement step where the error occurred Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Learning strategy selection — chooses between hands-on practice, reference manuals, and journeyman observation to build competency on unfamiliar machinery types Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Task complexity assessment — evaluates a machine installation job before starting and identifies steps requiring extra verification or a second set of measurements 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.
- Diagnostic process monitoring — tracks own troubleshooting reasoning during equipment failure analysis, checking assumptions against measurement data before committing to a 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.
- Knowledge transfer self-assessment — evaluates own ability to explain shimming or alignment procedures to apprentices and adjusts instructional approach based on learner response Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Procedural self-review — cross-checks own alignment readings and clearance settings against specification sheets before signing off on completed installations 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.
- Expertise boundary mapping — recognizes the limits of on-site millwright diagnosis versus engineering analysis and proactively escalates to the appropriate technical resource Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Craft mastery reflection — periodically reviews personal performance on complex installations and identifies advanced techniques or certifications to pursue for continued professional growth Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking10 statements
- Symptom identification — observes unusual vibration, noise, or heat in operating machinery and distinguishes these indicators from normal operating conditions 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.
- Specification comparison — reads equipment drawings and compares measured clearances against stated tolerances to determine whether adjustment is required O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Failure cause analysis — examines worn or broken machine parts to distinguish between misalignment, overloading, lubrication failure, and material defect as probable causes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Measurement data evaluation — compares micrometer, laser, and plumb bob readings across multiple reference points to identify whether misalignment is planar, angular, or both O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Repair option assessment — weighs replacement versus adjustment options for defective machine components based on part availability, cost, and production urgency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Root cause determination — synthesizes vibration readings, wear patterns, and alignment history to isolate the primary failure driver in a recurring equipment problem 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.
- Installation plan critique — reviews proposed equipment mounting and foundation design for logical inconsistencies or clearance conflicts before assembly 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.
- Quality control judgment — evaluates completed installations against engineering tolerances and determines accept, adjust, or reject disposition for each measurement parameter O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- System-level failure reasoning — analyzes interdependencies across connected machine trains to predict how a single misalignment propagates downstream wear and vibration throughout a production system 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.
- Diagnostic framework development — constructs structured troubleshooting decision trees for common equipment failure modes, drawing on pattern recognition across hundreds of repair events Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration9 statements
- Crew task integration — works alongside journeyman millwrights during equipment moves, following assigned roles within the rigging and positioning sequence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Cross-trade awareness — observes how electrical and piping work interfaces with mechanical installation and avoids creating conflicts during own assembly tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Rigging team coordination — collaborates with crane operators, riggers, and other millwrights to execute synchronized lifts and equipment placements safely 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.
- Maintenance team contribution — shares lubrication findings, wear measurements, and alignment data with the broader maintenance crew during daily planning meetings 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.
- Multi-trade installation collaboration — coordinates directly with welders, electricians, and pipefitters to sequence machine assembly tasks, resolving spatial and timing conflicts through shared planning 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.
- Contractor interface management — works alongside outside equipment vendors and OEM technicians during machine commissioning, aligning installation standards and verification steps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Shutdown team execution — functions as a reliable crew member during complex planned outages, maintaining assigned pace and quality to support the collective schedule 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 problem solving — leads joint millwright-engineering-operations sessions to diagnose chronic equipment reliability problems and build consensus on corrective action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Inter-departmental relationship building — cultivates sustained working relationships with production, engineering, and safety teams that improve equipment installation planning and reduce reactive maintenance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character9 statements
- Tool care accountability — returns precision measuring instruments cleaned and stored correctly after each use, protecting shared crew resources Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Safety compliance — follows lockout/tagout and confined space entry procedures without deviation during all maintenance and installation 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.
- Work quality ownership — re-measures and adjusts alignment settings independently when own readings fall outside tolerance rather than accepting marginal 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.
- Transparent error reporting — discloses an incorrect installation or missed clearance to the supervisor before equipment is returned to service Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Professional reliability — completes assigned preventive maintenance rounds fully and on schedule, maintaining records honestly even when equipment is inaccessible or checks are inconvenient 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.
- Ethical parts reporting — accurately documents component condition and replacement decisions, avoiding falsification of maintenance records or shortcutting inspection steps under production pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Peer accountability modeling — addresses unsafe practices observed in other crew members directly and constructively, maintaining a culture of shared responsibility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Integrity under production pressure — refuses to approve an out-of-tolerance alignment or an incomplete installation when operational deadlines create pressure to release equipment prematurely Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Craft standards stewardship — upholds and articulates millwright professional standards across the site, influencing crew behavior and maintenance culture through consistent example Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity9 statements
- Improvised tooling use — adapts available hand tools and blocking materials to solve a non-standard equipment positioning challenge when purpose-built fixtures are unavailable Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Novel symptom observation — notices an atypical wear pattern on a machine component and proposes it for further investigation rather than applying a standard replacement protocol 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.
- Custom shimming solution — fabricates non-standard shim stacks from available materials to achieve required alignment tolerances when stock shims do not match the gap geometry 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.
- Alternative rigging configuration — devises a modified lifting and positioning approach when standard rigging access is blocked by structural or spatial 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.
- Alignment method adaptation — applies a combination of laser, micrometer, and mechanical reference techniques in a novel sequence to achieve tolerance on difficult-access 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.
- Jig and fixture design — engineers a custom guide or holding fixture to support repeatable installation of a recurring non-standard component without relying on manual re-measurement each time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Preventive maintenance innovation — proposes a modified lubrication or inspection interval based on observed failure patterns that reduces unplanned downtime on a critical production machine 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.
- Reliability improvement design — develops a site-specific precision alignment or vibration monitoring approach that extends machine life beyond original OEM-specified maintenance intervals 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 re-engineering contribution — collaborates with engineering to redesign a machine mounting or foundation configuration that eliminates a recurring alignment instability problem Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset9 statements
- New equipment openness — approaches an unfamiliar machine type with curiosity, reviewing manufacturer documentation and asking questions before attempting installation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Feedback acceptance — incorporates journeyman corrections on measuring technique or tool handling without defensiveness and applies the adjustment immediately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Skill stretch pursuit — volunteers for complex alignment or rigging assignments beyond current comfort level to build competency on advanced equipment types Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Setback recovery — re-approaches a failed alignment attempt by reviewing measurement methodology and trying an alternative reference approach rather than repeating the same steps 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.
- Certification pursuit — actively pursues advanced millwright or precision alignment certifications to expand technical qualifications and improve on-the-job performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Technology adoption — learns and integrates laser alignment and vibration analysis tools into standard practice as new diagnostic technology is introduced on site 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.
- Constructive critique use — requests post-installation review feedback from engineers and supervisors and incorporates specific improvements into the next comparable job Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Mastery orientation — treats each complex multi-machine installation as a deliberate practice opportunity, setting personal precision benchmarks and tracking improvement across successive jobs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Learning culture cultivation — creates an environment on the crew where questions, mistakes, and skill development are openly discussed as pathways to better craft performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness9 statements
- Hazard awareness — maintains deliberate attention to pinch points, suspended loads, and rotating equipment during all phases of machinery installation and movement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Measurement focus — pauses and resets attention before taking precision micrometer or laser readings to ensure accuracy and avoid transcription errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Fatigue monitoring — recognizes personal signs of attention decline during long shutdown shifts and communicates need for a break before attempting critical alignment measurements Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Environmental condition awareness — monitors changes in temperature, vibration, and machine operating state that affect measurement accuracy and adjusts work timing accordingly 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 task intentionality — applies deliberate pre-task review of clearance specifications and safety steps before initiating complex machine assembly or overhead lift sequences 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 during emergency equipment repairs despite production urgency from operations personnel Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Situational awareness maintenance — tracks crew positions, load movements, and machine status simultaneously during multi-person rigging operations to anticipate and prevent conflicts 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.
- Attention management modeling — establishes crew pre-task briefing practices that build shared situational awareness before high-risk lifts and complex installations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Stress response leadership — models composed and systematic decision-making during critical machinery failures, stabilizing crew focus when production pressure is highest Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude9 statements
- Physical demand persistence — sustains quality of work through physically demanding installation tasks involving heavy components, confined spaces, and extended durations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Uncertainty tolerance — continues work on an ambiguous equipment problem by methodically testing hypotheses rather than stopping due to unfamiliarity with the failure mode 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 resilience — maintains alignment accuracy and safety standards during high-pressure planned outage windows despite compressed schedules and management urgency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Repeated setback persistence — continues iterative shimming and re-measurement cycles on a difficult alignment job without abandoning the process before specification is 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.
- Emergency repair endurance — sustains effective technical performance through extended unplanned repair events, maintaining diagnostic rigor and safety discipline 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.
- Difficult environment performance — executes precision alignment and installation work in extreme heat, noise, height, or confined space conditions without degradation of measurement quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Chronic problem persistence — continues pursuing root cause resolution on a recurring machine failure over multiple repair cycles rather than accepting repeated symptomatic fixes 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.
- Long-term project endurance — leads millwright crews through extended multi-month equipment installation or facility overhaul projects, sustaining team motivation and technical standards across the full duration Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Adversity mentorship — draws on personal experience navigating difficult repair failures and setbacks to coach junior millwrights through their own challenging assignments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Show O*NET source anchors59 anchors · skillscrosswalk.com
O*NET enrichment · skillscrosswalk.com
Suggest an O*NET correctionSource anchors that ground each statement
- Replace defective parts of machine, or adjust clearances and alignment of moving parts.
- Align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers, or plumb bobs.
- Insert shims, adjust tension on nuts and bolts, or position parts, using hand tools and measuring instruments, to set specified clearances between moving and stationary parts.
- Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.
- Conduct preventative maintenance and repair, and lubricate machines and equipment.
- Assemble and install equipment, using hand tools and power tools.
- Assemble machines, and bolt, weld, rivet, or otherwise fasten them to foundation or other structures, using hand tools and power tools.
- Move machinery and equipment, using hoists, dollies, rollers, and trucks.
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.