Forging Machine Setters, Operators, and Tenders, Metal and Plastic
Context coveredThis framework covers forging machine setup, operation, and quality inspection in metal and plastic production environments ranging from entry-level line support to lead-level process ownership and workforce development.
- Work orders and basic blueprints — read and interpret under direct supervision to identify specified tolerances and operation sequences on the shop floor.
- Metal workpieces and wire stock — position and feed through die stations following step-by-step direction from a lead operator.
- Hand tools and basic gauges — select and use under supervision to perform initial inspections of forged parts against product specifications.
- Press and forging machine controls — identify and operate basic functions, including starting and stopping, under close guidance on the production line.
- Ram stroke handles and pressure knobs — adjust to preset values following written setup instructions provided by a senior operator.
- Machine malfunctions and irregular sounds — recognize and report immediately to a supervisor during monitored production runs.
- Dies and stop guides — observe and assist during installation and removal procedures, learning the use of hand tools and hoisting devices.
- Sample workpieces — produce under supervision and compare against specification sheets to confirm basic setup accuracy.
- Verbal instructions from co-workers and leads — listen actively and confirm understanding before executing machine setup or operational changes.
- Production and processing terminology — apply foundational knowledge to follow daily work orders and communicate basic status updates on the line.
- Work orders and engineering blueprints — read and interpret independently to determine operation sequences and tolerance requirements for routine machine setups.
- Metal wires and workpieces — position and advance through multiple die impressions with consistent accuracy, adjusting placement as needed in familiar forging contexts.
- Calipers, micrometers, and gauges — use routinely to measure and inspect machined parts and document conformance to product specifications.
- Hot and cold forging presses — set up, operate, and tend to perform flattening, bending, cutting, and piercing operations with reduced oversight.
- Ram stroke depth and machine synchronization settings — turn and calibrate knobs and handles to achieve specified pressure and timing profiles.
- Dies, synchronizing cams, and stop guides — install, adjust, and remove using overhead cranes and hand tools, following established safety procedures.
- Production runs and sample workpieces — monitor operations continuously, identifying minor malfunctions and making corrective adjustments before defects propagate.
- Operational specifications and setup parameters — discuss and confirm with co-workers and leads to coordinate smooth shift transitions and machine changeovers.
- Inventory management software — use to track die usage and consumable stock levels, flagging replenishment needs to the appropriate team member.
- Time and workflow priorities — manage personal production schedule to meet shift output targets while maintaining quality standards on a moderate-volume line.
- Complex blueprints and multi-operation work orders — analyze independently to plan full setup sequences, resolve tolerance conflicts, and optimize production flow.
- Diverse metal alloys and plastic workpieces — route through varied die series, making real-time adjustments to compensate for material behavior and dimensional drift.
- Full dimensional inspection routines — execute autonomously using precision instruments, interpret out-of-tolerance trends, and recommend process corrections to maintain conformance.
- Multiple press and forging machine types — set up and operate across hot and cold forging applications, handling non-routine configurations and uncommon stock profiles.
- Machine pressure, stroke depth, and synchronization — fine-tune across interdependent parameters to achieve optimum forming quality for complex or tight-tolerance parts.
- Die changeover and alignment procedures — lead complete installation and adjustment cycles, troubleshooting fit and timing issues without supervisor intervention.
- Machine performance during production runs — monitor systematically using operational data and sensory cues, diagnosing root causes of defects and implementing corrective actions.
- Industrial control software and electronic systems — use proficiently to input setup parameters, log production data, and review operational history for quality assurance.
- Cross-functional setup consultations — facilitate discussions with co-workers, quality personnel, and maintenance staff to resolve specification ambiguities and recurring operational issues.
- Mathematical calculations for tolerances and material yield — apply to verify setups, evaluate scrap rates, and support process improvement decisions on the production floor.
- Department-wide setup standards and procedures — develop and document to ensure consistency, quality, and safety across all forging press operations in the facility.
- New die designs and tooling configurations — evaluate and validate through trial runs, providing technical feedback to engineering and design teams before full production release.
- Operator training programs — design and deliver to build competency in blueprint reading, machine setup, and inspection practices for entry- and mid-level production staff.
- Production scheduling and machine utilization — analyze and optimize across multiple forging lines to maximize throughput and minimize downtime at an organizational scale.
- Complex or chronic quality problems — lead root-cause investigations using inspection data, operational logs, and process knowledge to implement lasting corrective and preventive actions.
- Capital equipment purchases and tooling investments — advise management by assessing technical requirements, vendor capabilities, and production impact based on deep operational expertise.
- Safety culture and compliance standards — champion and reinforce across the production workforce, identifying hazards in forging operations and driving corrective infrastructure improvements.
- Inventory management and tooling lifecycle systems — oversee to ensure die condition tracking, preventive maintenance scheduling, and supply readiness align with production demand.
- Cross-shift and inter-departmental coordination — lead to align forging operations with upstream material supply and downstream finishing schedules, resolving systemic bottlenecks.
- Workforce performance and skill development — mentor senior operators and developing setters, providing structured feedback and identifying advancement opportunities within the production organization.
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 blueprint interpretation — uses an AI tool to parse work orders and highlight specified tolerances and operation sequences before setting up the forging machine, cross-checking outputs against the physical document Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Machine parameter lookup — queries an AI assistant to retrieve recommended pressure settings and ram-stroke depths for a given stock material and die profile, then manually applies and verifies each setting at the machine controls 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..
- Defect pattern recognition support — submits inspection measurements to an AI tool to flag deviations from product specifications, while retaining hands-on judgment about whether to adjust the die setup or halt production Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Operations monitoring delegation — directs an AI monitoring interface to track real-time press cycle data and alert on out-of-tolerance trends, freeing attention for physical workpiece positioning and die changeovers 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..
- Process sequence optimization — provides an AI assistant with job order details and stock dimensions, evaluates the AI-generated operation sequence against floor constraints, and accepts or overrides recommendations before executing the forging run WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Maintenance scheduling input — feeds machine runtime logs and error codes into an AI tool to generate a prioritized maintenance checklist, then validates the list against direct observation of machine condition before submitting to the maintenance team Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Continuous process control integration — oversees an AI-driven monitoring system that adjusts synchronization signals across multiple forging presses, auditing system decisions at each production shift and intervening when physical conditions exceed the model's training envelope 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..
- Cross-job tolerance benchmarking — aggregates inspection data from multiple forging runs through an AI analysis tool to identify systemic die wear patterns, translating AI-generated insights into revised setup standards for the work cell WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Operator training augmentation — curates AI-generated setup guides and tolerance checklists into structured on-the-job training materials, verifying technical accuracy against machine manuals and personal production experience before deployment to newer operators.
Evidence pack
- SAFI positioning
- Top skill: Operations MonitoringScore: 62.1 / 100precision: category_estimate
- WEF cluster
- Technology Use, Monitoring and Controltechnology_use_monitoring_control
Pathsmith Durable Skills Framework
Pathsmith Durable Skills Framework
Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.
1Communication8 statements
- Blueprint terminology recognition — identifies basic symbols and tolerance notations on work orders and blueprints during supervised machine setup 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.
- Verbal check-in — relays observed machine sounds or vibrations to a supervisor using basic descriptive language during forging operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Operational specification exchange — communicates machine setup parameters and die adjustment details to co-workers during shift handoffs 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 order interpretation — reads and paraphrases forging sequences and tolerance requirements from blueprints to confirm understanding before production runs 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.
- Setup documentation — writes accurate setup sheets and inspection logs that record press pressures, ram stroke depths, and die configurations for each production run 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 coordination — confers clearly with quality technicians and maintenance personnel to report die wear, dimensional deviations, or machine malfunctions 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.
- Technical instruction delivery — explains forging machine setup procedures, blueprint reading, and tolerance requirements to new operators using precise mechanical 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.
- Production communication leadership — authors standardized communication protocols for machine status reporting across multiple forging cells, reducing setup errors and downtime Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
- Self-directed setup initiation — begins machine setup tasks without prompting after receiving work order, demonstrating ownership of assigned forging operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Safety role modeling — follows lockout/tagout and PPE procedures consistently, setting a visible example for peers on the forging floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Peer guidance — assists newer operators in positioning workpieces correctly through die sequences during hot or cold forging operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Problem escalation — identifies machine malfunctions during sample runs and takes initiative to halt production and notify appropriate personnel before defects multiply 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.
- Setup accountability — takes full responsibility for die installation, press pressure calibration, and synchronization cam adjustment on assigned forging machines, 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.
- Shift continuity leadership — briefs incoming operators on machine condition, in-progress tolerances, and any pending adjustments to maintain uninterrupted production Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Cell-level technical leadership — coordinates setup sequences and operational decisions across multiple forging machines, directing the work of operators and tenders to meet production targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Continuous improvement championing — leads forging team in evaluating die life, press efficiency, and scrap rates, driving process changes that improve throughput and part quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
- Self-monitoring during setup — recognizes when a ram stroke depth or pressure setting feels uncertain and pauses to recheck the work order before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Learning gap identification — identifies which blueprint symbols or forging sequences require additional clarification and seeks guidance proactively Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Setup strategy reflection — reviews completed forging runs to identify which die adjustment sequences were efficient and which caused delays, adjusting future approach accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Error pattern awareness — tracks personal sources of dimensional non-conformance across inspection results and modifies measurement or setup habits to reduce recurrence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Cognitive load management — organizes multi-step forging setup tasks using mental checklists and written notes to maintain accuracy when operating under production time pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Skill transfer assessment — evaluates own proficiency when transitioning to an unfamiliar die set or forging material and adjusts pace and verification frequency accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Systematic self-evaluation — conducts structured personal reviews of setup time, scrap rates, and inspection outcomes to identify mastery gaps and set targeted improvement goals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Mentored metacognitive coaching — teaches newer operators to reflect on their own decision-making during machine setup, helping them develop self-correction habits before defects occur Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
- Specification comparison — compares measured part dimensions against blueprint tolerances to determine whether a workpiece meets or fails stated 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.
- Malfunction observation — notices abnormal press sounds, irregular ram strokes, or inconsistent part shapes and flags them as potential indicators of machine or die problems 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 identification — traces dimensional deviations in forged parts back to probable causes such as incorrect die alignment, worn tooling, or improper stock positioning 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.
- Setup sequence evaluation — analyzes work order instructions to determine the optimal order of die installation and machine adjustment steps before beginning a changeover 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-variable press calibration — evaluates the interaction of ram stroke depth, pressure settings, and material temperature to determine adjustments that will bring forged parts into tolerance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Inspection evidence synthesis — integrates visual inspection, dimensional measurement, and machine performance data to make a reasoned accept or reject decision on a forged lot 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 deviation analysis — systematically evaluates production scrap patterns, die wear data, and press performance logs to identify systemic forging process failures and recommend corrective action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Blueprint ambiguity resolution — identifies conflicting or incomplete tolerance specifications on engineering drawings and works with engineering to clarify requirements before production 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.
5Collaboration8 statements
- Task-sharing awareness — assists co-workers in lifting and positioning heavy dies or workpieces using hoisting equipment, following direction during collaborative setup 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.
- Information receiving — listens attentively during pre-shift briefings and incorporates supervisor and peer input into machine setup decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Setup coordination — collaborates with maintenance personnel and other operators to schedule die changes and machine adjustments without disrupting adjacent forging operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Shared goal contribution — aligns personal production pace and quality checks with team output targets, adjusting approach when a neighboring cell falls behind Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Cross-trade problem solving — works jointly with quality inspectors and die makers to diagnose recurring part defects, contributing forging process knowledge to a shared solution 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.
- Coordinated machine startup — collaborates with crane operators and material handlers to stage stock and tooling so that forging machine startup proceeds safely and on 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.
- Production team integration — serves as the technical bridge between forging operators, quality assurance, and engineering during new part launches, ensuring all stakeholders share accurate process understanding 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.
- Collaborative standard-setting — co-develops setup and inspection procedures with peers and supervisors that are adopted across the forging department as shared best practices Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
- Safety compliance — consistently follows machine guarding, PPE, and lockout/tagout procedures on the forging floor without requiring reminders Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Accurate reporting — reports actual inspection measurements and machine conditions honestly on production logs, even when results indicate non-conformance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Accountability for scrap — acknowledges own setup errors that result in out-of-tolerance parts and participates constructively in corrective action rather than deflecting responsibility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Workstation stewardship — maintains cleanliness and organization of the forging cell, properly storing dies, hand tools, and measuring instruments after each use Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Production integrity — rejects forged parts that fail dimensional inspection rather than passing questionable pieces to meet output quotas, upholding quality standards under 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.
- Consistent professionalism — maintains reliable attendance, punctual shift starts, and respectful communication with co-workers and supervisors across varying production conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Ethical process guardianship — identifies and reports unsafe machine conditions or specification violations even when doing so slows production or conflicts with short-term management pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Role model accountability — demonstrates transparent, principled decision-making during high-stakes situations such as equipment failures or quality escapes, building trust across the forging team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
- Adaptive positioning — experiments with slight workpiece positioning adjustments when standard placement produces marginal part dimensions, within safe operating parameters Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Tool substitution — identifies an available alternative hand tool that can perform a die adjustment task when the standard tool is unavailable, without compromising safety Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Setup sequence innovation — proposes a reordered die installation sequence that reduces changeover time while maintaining conformance to machine 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.
- Fixturing improvisation — devises a temporary workpiece support arrangement using available shop materials to stabilize an unusually shaped stock piece during forging Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Process parameter experimentation — tests incremental adjustments to ram stroke depth and pressure combinations on sample workpieces to find settings that improve dimensional consistency beyond standard defaults 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.
- Die wear mitigation — develops a modified lubrication or cooling approach that extends die life on a high-volume forging operation, reducing tooling cost and downtime Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Novel setup methodology — creates a repeatable setup method for a complex multi-die forging sequence that is faster and more accurate than the existing documented procedure, and shares it department-wide Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Cross-process problem-solving — applies knowledge of material behavior under heat and pressure to propose a non-standard forging approach that successfully produces a part geometry previously considered unachievable on existing equipment 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
- Feedback receptivity — accepts correction from supervisors on die adjustment technique or blueprint reading without defensiveness and applies the feedback on the next setup attempt Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Challenge engagement — volunteers to set up an unfamiliar die type rather than waiting for a more experienced operator, treating it as a learning opportunity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Skill persistence — continues practicing precision measurement and part inspection techniques after initial inaccurate readings, seeking improvement through repetition and coaching 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.
- Error-to-learning conversion — treats a scrapped forging lot as data, analyzing what went wrong in the setup or operation to prevent recurrence on the next run Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Cross-training initiative — actively pursues training on additional forging machine types or die configurations to expand versatility and reduce dependence on a single setup type Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Continuous refinement — regularly reviews own inspection and setup records to identify incremental improvement opportunities in speed, accuracy, or material efficiency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Learning culture contribution — shares hard-won setup knowledge and lessons from past forging errors openly with the team, normalizing a culture where mistakes drive improvement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Advanced skill pursuit — seeks out training in blueprint reading beyond current assignment complexity, metallurgy, or CNC-adjacent forging technology to stay ahead of process evolution in the trade 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
- Attention to machine state — maintains focused observation of press cycle sounds, vibration, and part appearance during forging operations, noticing early indicators of deviation 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.
- Pre-task grounding — takes a deliberate moment before starting a machine to confirm work order parameters, die condition, and safety controls are verified Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Fatigue awareness — recognizes when physical fatigue or distraction is increasing the likelihood of a measurement error or setup mistake and takes a brief corrective pause Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Noise-environment focus — sustains accurate monitoring of machine operations in the high-noise, high-heat forging environment by using structured visual and tactile check routines 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.
- Regulated pressure response — maintains calm, methodical decision-making during production stoppages or equipment malfunctions rather than rushing adjustments that could compound the problem Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Intentional inspection — applies deliberate, unhurried measurement technique when inspecting forged parts, resisting production pressure that could lead to rushed and inaccurate quality judgments 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.
- Environmental hazard mindfulness — maintains continuous situational awareness of moving overhead cranes, hot workpieces, and adjacent press activity, modeling a mindful safety culture on the forging floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Team emotional attunement — notices signs of stress or distraction in co-workers during high-pressure production runs and intervenes supportively to prevent safety incidents or quality failures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
- Physical endurance baseline — sustains the repetitive physical demands of tending forging machines across a full shift in a high-heat, high-noise environment without withdrawing from assigned tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- First-failure persistence — continues setup attempts on a difficult die alignment after an initial unsuccessful trial, applying corrective adjustments rather than stopping Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Production pressure resilience — maintains setup quality standards and inspection rigor when output quotas create urgency, resisting shortcuts that compromise part conformance 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.
- Ambiguity tolerance — proceeds methodically through a forging setup when blueprint details are partially unclear, making reasoned adjustments and flagging uncertainties rather than halting entirely 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.
- Extended adversity management — sustains reliable machine operation and part quality through prolonged high-volume production runs involving repetitive die adjustments and continuous inspection demands 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.
- Equipment failure response — responds to unexpected press malfunctions or die failures with composed, systematic troubleshooting rather than reactive behavior, minimizing production disruption Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Long-term process ownership — perseveres through weeks of iterative setup refinement on a difficult new forging application, maintaining focus and problem-solving effort until consistent part quality is achieved Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Crisis-condition steadiness — leads the forging team through extended periods of tooling shortages, machine breakdowns, or quality escapes with sustained resolve and constructive problem orientation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Show O*NET source anchors39 anchors · skillscrosswalk.com
O*NET enrichment · skillscrosswalk.com
Suggest an O*NET correctionSource anchors that ground each statement
- Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.
- Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.
- Measure and inspect machined parts to ensure conformance to product specifications.
- Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.
- Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations.
- Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools.
- Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.
- Confer with other workers about machine setups and operational specifications.
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.