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Agricultural Equipment Operators

SOC 45-2091.00Job Zone 2 · Some Preparation

Drive and control equipment to support agricultural activities, such as tilling soil; planting, cultivating, and harvesting crops; feeding and herding livestock; or removing animal waste. May perform tasks, such as crop baling or hay bucking. May operate stationary equipment to perform post-harvest tasks, such as husking, shelling, threshing, and ginning.

Context coveredRow-crop and specialty farms, dairies, hay operations; tractors, combines, sprayers, balers, GPS-guided implements; maintenance, safety, and seasonal pacing.

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. Routine tractors and small implements — operate safely under a senior operator's direction on a working farm.
  2. Daily pre-shift inspections (fluids, tires, lights, hitches) — complete per the operation's checklist.
  3. Hitching and unhitching of common implements — perform without supervisor prompting on routine equipment.
  4. Personal protective equipment (rollover protection, hearing, respirators) — apply consistently.
  5. Field maps and assignment sheets — read and follow on a defined parcel.
  6. Refueling and basic lubrication — perform per the manufacturer's intervals.
  7. Daily logs and acreage tallies — record accurately for the manager.
  8. Routine PTO operation and safety — follow without exception.
  9. Equipment storage and weather protection — execute per the operation's standards.
  10. Two-way-radio communications with the boss and crew — use clearly during operations.
Developing
Mid-level / Established
  1. Tillage, planting, and harvest operations — execute independently on routine row crops or hay.
  2. GPS guidance and autosteer systems — set up and operate on tractors and combines.
  3. Sprayer calibration and field application — perform under a licensed applicator's plan.
  4. Combine settings (concave, fan, sieve) — adjust for crop and field conditions with light supervision.
  5. Routine equipment troubleshooting (sensors, belts, drives) — perform with documented checklists.
  6. Hay baling and stacking — operate balers, accumulators, and stackers across a season.
  7. Field-edge and headland management — execute with appropriate set-out and turning patterns.
  8. Crew coordination during peak operations — communicate with grain-cart and truck drivers.
  9. Implement changeovers and tool-bar adjustments — perform efficiently between fields.
  10. Junior operators and seasonal hires — train on safety, basic operation, and machine care.
Proficient
Senior / Expert IC
  1. Complex implements (variable-rate planters, prescription sprayers, robotic milkers) — operate at production scale.
  2. Variable-rate prescriptions from agronomy software — load, execute, and verify on planters and sprayers.
  3. Major repairs (hydraulics, drivetrain, electronics) — diagnose with technical-service support.
  4. Equipment fleets across a season — schedule, coordinate, and maintain at field-operation level.
  5. Custom-operator and contract work — manage with billing, scheduling, and quality documentation.
  6. Equipment safety and youth-operator programs — own per OSHA and ag-safety standards.
  7. Continuous-improvement projects (fuel use, downtime, fertilizer placement) — lead with measurable outcomes.
  8. Vendor and dealer relationships — manage for service, parts, and warranty.
  9. Operator teams across multiple fields or farms — supervise during planting and harvest.
  10. Capital-equipment evaluations — recommend on purchase and trade-in cycles.
Advanced
Lead / Principal / Executive
  1. Equipment strategy for a farm or custom-operation business — set across fleet, technology, and labor.
  2. Major capital decisions (new combines, sprayers, autonomous platforms) — author and defend with the owner.
  3. Precision-ag programs and data systems — integrate with agronomy, accounting, and traceability.
  4. Workforce development and operator certification — own with measurable retention.
  5. Industry standards (ASABE, equipment-manufacturer training) — contribute through committees.
  6. Crisis response (weather, breakdowns, fire) — lead at the operation level with vendor and crew coordination.
  7. Cross-farm operator pools and equipment-sharing arrangements — design and steward.
  8. Capital and operating budgets — own with executive sponsorship at the farm or company level.
  9. Talent pipelines from technical colleges and apprenticeships — build with measurable outcomes.
  10. Legacy mentorship of operators — institutionalize through training and certification.

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. Basic equipment alert acknowledgment — reads AI-generated fault codes and simple diagnostic notifications displayed on modern tractor or sprayer cab screens, escalating unresolved warnings to a supervisor Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. AI-assisted task familiarization — follows step-by-step guided prompts from onboard precision-agriculture systems when setting planter or sprayer parameters for the first time WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. Sensor-feed monitoring — tracks real-time AI-aggregated data streams (speed, application rate, soil moisture) on cab displays during field operations, adjusting controls when readings fall outside target ranges 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. Malfunction pattern recognition — compares AI-flagged anomaly alerts against observed sounds and vibrations from machinery to confirm or dismiss reported equipment faults before halting work Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Chemical mix verification — cross-checks AI-recommended dilution ratios or seed populations against label specifications and field conditions before loading solutions into sprayer or planter machinery WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Precision-application calibration — directs variable-rate application controllers by entering agronomist-approved prescription maps, verifying that the AI execution layer applies fertilizer or pesticide at the correct rate zone-by-zone 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. Automated guidance oversight — monitors GPS auto-steer systems during field passes, overriding the automation when terrain, obstacles, or crop-row alignment requires human correction Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Diagnostic triage handoff — runs AI-driven onboard diagnostic routines after detecting machinery irregularities, then communicates structured fault reports to maintenance technicians with the AI output and operator observations combined WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  4. Yield-monitor data validation — reviews AI-summarized end-of-field yield or application reports, flags data outliers that do not match direct field observation, and adjusts equipment settings for the next pass accordingly.
Advanced
  1. Whole-operation AI integration — configures and sequences multiple AI-enabled systems (auto-steer, variable-rate control, telematics) across an entire planting or harvest campaign, maintaining accountability for field-level accuracy and equipment health throughout 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. Upskilling leadership — coaches less experienced operators on interpreting AI cab-system outputs and acting on automated recommendations, translating technical alerts into practical equipment-control decisions Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Continuous improvement feedback loop — consolidates season-long AI telemetry logs, identifies systematic gaps between prescribed and actual application or yield targets, and recommends equipment or parameter changes to farm management to close those gaps 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: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.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication8 statements
Emerging
  1. Malfunction reports — describes observed equipment sounds and behaviors to supervisors using basic terminology during field 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.
  2. Task acknowledgment — receives and confirms verbal instructions from farm supervisors before operating tractors or irrigation equipment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Chemical mixing communication — reads and interprets labels for fertilizers, pesticides, and seed treatments, then confirms specifications with supervisors before mixing 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. Shift handoff relay — communicates equipment status, fuel levels, and field progress to incoming operators at end of work period Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Maintenance documentation — completes written service logs detailing repairs, adjustments, and part replacements made to farm machinery for supervisor review 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. Operational status briefing — conveys field condition updates, crop load progress, and irrigation system performance clearly to farm managers during daily 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.
Exceeding
  1. Cross-crew coordination — communicates harvest sequencing, field boundaries, and equipment allocation across multiple operator teams to ensure uninterrupted production flow Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Safety instruction delivery — explains chemical handling procedures, equipment lockout protocols, and field hazard identification to new operators using clear, structured verbal guidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Task initiative — begins pre-operation equipment checks without prompting before starting tractors or combines at the start of each shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer awareness — notices when fellow operators need assistance attaching implements or loading materials and offers support during field tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Field problem ownership — takes responsibility for identifying and reporting machinery malfunctions rather than deferring all diagnostic decisions to 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.
  2. Work sequencing guidance — advises less experienced operators on efficient field patterns for plowing, spraying, or harvesting based on crop layout Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Equipment stewardship — takes full accountability for the condition, cleanliness, and readiness of assigned machinery across the growing season 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. New operator mentoring — demonstrates correct attachment of plows, discs, and sprayers to tractors and supervises practice until competency is confirmed Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Crew leadership during harvest — coordinates combine, grain cart, and transport truck operators to maintain continuous harvest flow while managing field-level decisions independently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Safety culture modeling — establishes and enforces chemical handling, machinery guarding, and pre-operation inspection standards across the full equipment operator crew Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Skill gap recognition — identifies personal unfamiliarity with specific implement attachments or equipment controls and requests demonstration before operating independently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Error reflection — after a missed adjustment or improper spray application, reviews the sequence of decisions that led to the error Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Learning strategy selection — chooses between watching supervisor demonstrations, reading operator manuals, or hands-on practice to learn new equipment controls most effectively Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Performance self-monitoring — checks own field coverage patterns and spray overlap during operation to detect and correct technique drift before completing a section 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. Diagnostic reasoning review — after resolving a machinery malfunction, evaluates the troubleshooting steps taken to identify faster or more accurate approaches for future incidents 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. Seasonal skill planning — assesses which equipment systems require refreshed knowledge before each growing season and proactively reviews manuals or seeks retraining Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Expertise mapping — identifies gaps in the team's collective equipment knowledge and designs targeted learning experiences to address those gaps before critical operational periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cognitive load management — develops personal pre-operation checklists and field notes systems that reduce reliance on memory during complex multi-implement operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Symptom identification — distinguishes between normal and abnormal sounds or vibrations during tractor and combine operation and flags anomalies for review 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. Label interpretation — reads chemical product labels to identify correct mixing ratios before loading sprayer 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.
Developing
  1. Malfunction cause analysis — narrows down equipment problems by systematically testing hydraulic, mechanical, and electrical components rather than replacing parts at random Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Field condition assessment — evaluates soil moisture, crop density, and weather conditions to determine whether equipment settings require adjustment before beginning a pass 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. Quality control evaluation — inspects crop samples discharged from combine to assess threshing and separation performance, then adjusts concave clearance or rotor speed 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.
  2. Chemical application verification — calculates coverage rates and checks nozzle output against target application rates to confirm pesticide or fertilizer is applied within specification 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. Root cause determination — investigates recurring equipment failures by tracing operational patterns, maintenance history, and operator technique to identify systemic rather than surface-level 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.
  2. Operational efficiency analysis — compares field output data, fuel consumption, and equipment performance across different settings and conditions to recommend optimized operating parameters Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Task coordination — works alongside other operators and farm hands during loading and unloading operations using conveyors, handtrucks, or transfer augers without creating workflow 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.
  2. Supervisor responsiveness — follows direction from farm managers regarding field assignments, chemical mixing instructions, and equipment priority without resistance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Harvest team participation — coordinates timing and position with grain cart operators during combine harvesting to ensure seamless on-the-go unloading 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 collaboration — assists mechanics or senior operators during equipment repair tasks by supplying tools, holding components, and relaying diagnostic observations 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. Multi-operator field planning — collaborates with fellow operators to divide field sections, avoid duplicate coverage, and sequence planting or spraying passes efficiently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-functional cooperation — coordinates with agronomists or farm managers to adjust spray formulations, planting depths, or irrigation schedules based on shared field observations 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. Inter-crew harvest orchestration — integrates the work of equipment operators, transport drivers, and grain elevator staff to maintain continuous flow during peak harvest periods 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. Conflict resolution in field operations — mediates disagreements about field priority, equipment allocation, or task sequencing among operators to maintain team productivity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Chemical handling responsibility — follows pesticide and fertilizer mixing instructions accurately and reports any spills or misapplications immediately rather than concealing errors 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. Equipment accountability — reports pre-existing damage or mechanical issues discovered at shift start before operating machinery Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Environmental stewardship — disposes of chemical containers, used oil, and equipment waste according to established farm protocols and regulatory 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.
  2. Honest performance reporting — accurately records field acreage completed, fuel used, and material applied rather than estimating or inflating figures on daily logs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Safety regulation adherence — consistently wears required personal protective equipment during chemical mixing, spraying, and maintenance operations regardless of supervision level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Professional reliability — completes assigned field tasks within expected timeframes and proactively communicates delays caused by equipment issues or adverse conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical chemical application — refuses to apply pesticides or fertilizers outside of label specifications or buffer zones even when pressured to increase field coverage speed 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. Accountability culture leadership — holds self and peers to consistent standards of equipment care, safety compliance, and accurate reporting across all field operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Improvised problem-solving — uses available hand tools and materials to make temporary field repairs that allow equipment to complete a pass before returning to the shop 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. Route adaptation — modifies field travel patterns on the fly when encountering wet spots, obstacles, or crop damage to minimize productivity loss Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Equipment configuration experimentation — tests different implement settings, attachment combinations, or travel speeds to improve crop coverage or application uniformity 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. Loading method innovation — devises more efficient sequences for loading and positioning materials, containers, or crops during transfer operations to reduce turnaround 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.
Applying
  1. Field efficiency redesign — proposes modified headland turns, field entry points, or pass sequences that reduce overlap, compaction, or fuel use for recurring operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Maintenance solution development — fabricates or adapts replacement components using available shop materials when OEM parts are unavailable and downtime is critical 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. Operational process innovation — designs new workflows for multi-equipment harvest or planting operations that reduce total field time and labor requirements without sacrificing quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Equipment modification proposal — identifies and recommends non-standard implement configurations or attachment modifications that improve performance in specific field or crop 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.
8Growth Mindset8 statements
Emerging
  1. New equipment openness — approaches unfamiliar tractor models, GPS guidance systems, or implement types with willingness to learn rather than defaulting to familiar equipment only Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback acceptance — receives correction on equipment adjustment technique or chemical mixing errors from supervisors without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill expansion pursuit — voluntarily learns to operate equipment types beyond current assignment, such as adding forklift or irrigation system operation to existing tractor skills Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Setback persistence — resumes efficient field operation after equipment breakdowns or difficult repair attempts without loss of engagement or care 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. Technology adoption — engages with precision agriculture tools, GPS auto-steer systems, or electronic monitoring displays and integrates them into daily operation rather than bypassing them 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 orientation — reviews own field output, fuel logs, and maintenance records at season end to identify specific areas for skill and efficiency improvement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Knowledge transfer motivation — actively shares operational techniques, troubleshooting approaches, and field management strategies with newer operators to elevate the team's collective capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Industry learning engagement — seeks out equipment manufacturer training, agricultural extension resources, or peer operator networks to stay current with evolving equipment and agronomic practices Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Hazard awareness — maintains consistent attention to field obstacles, bystanders, and equipment warning indicators during all tractor and implement 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.
  2. Pre-operation focus — completes equipment walkaround inspections with full attention before each shift rather than performing checks as a perfunctory routine Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Fatigue recognition — identifies personal signs of attention loss during long planting or harvesting shifts and requests rest or rotation before errors occur Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Chemical application intentionality — maintains deliberate focus on spray direction, wind conditions, and nozzle pressure throughout pesticide application to prevent drift or misapplication 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. Multi-sensory equipment monitoring — simultaneously tracks instrument readings, exhaust color, operational sounds, and vibration patterns during field operation to detect emerging problems early 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. Emotional regulation under pressure — manages frustration during repeated equipment malfunctions or difficult field conditions without compromising safety decisions or communication quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Situational awareness leadership — maintains full awareness of field crew positions, equipment locations, and environmental conditions simultaneously during complex multi-machine harvest 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.
  2. Stress response modeling — demonstrates composed, methodical decision-making during high-pressure breakdown or chemical spill situations, establishing a calm standard for the surrounding crew Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical endurance — sustains consistent equipment operation performance across full shifts in hot, dusty, or physically demanding field environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Breakdown tolerance — remains on task and begins basic troubleshooting steps when equipment malfunctions mid-field rather than waiting passively for supervisor intervention 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. Adverse condition persistence — continues planting, spraying, or harvesting operations through challenging weather or difficult terrain while maintaining equipment and crop care standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Repair perseverance — works through multi-step mechanical repairs on farm machinery without abandoning the task when initial fix attempts are unsuccessful 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. Harvest deadline resilience — sustains high-quality combine and transport operation through extended harvest days, maintaining equipment performance and output standards under 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.
  2. Uncertainty navigation — makes sound equipment adjustment decisions when operating in unfamiliar field conditions or with incomplete information from supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Season-long endurance leadership — maintains operational effectiveness and team morale across multi-month planting or harvest seasons marked by equipment failures, weather disruptions, and physical fatigue Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Crisis steadiness — leads equipment operator response during acute events such as chemical spills, equipment fires, or crop damage incidents with calm authority and decisive action 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
Agricultural Equipment Operator (Ag Equipment Operator) · Agricultural Farm Equipment Operator · Agricultural Plow Operator · Agriculture Equipment Operator · Baler · Baler Operator · Bean Picker Machine Operator · Berry Picker Machine Operator · Broomcorn Thresher · Cane Cutter Machine Operator · Cane Flume Chute Operator · Cane Flume Feeding Machine Operator
RAPIDS apprenticeships
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O*NET skills
Operation and ControlOperations MonitoringTroubleshootingActive ListeningEquipment MaintenanceRepairingQuality Control Analysis
Knowledge domains
English Language
Abilities
Control PrecisionMultilimb CoordinationNear VisionProblem SensitivityFar VisionDepth PerceptionReaction TimeOral ComprehensionArm-Hand SteadinessRate Control
Work styles
DependabilityAttention to DetailCautiousnessPerseveranceStress ToleranceIntegrity
Technology
Enterprise resource planning ERP softwareMap creation softwareData base user interface and query softwareSpreadsheet softwarePresentation software
Tasks · seed anchors for statements
  1. Load and unload crops or containers of materials, manually or using conveyors, handtrucks, forklifts, or transfer augers.
  2. Mix specified materials or chemicals, and dump solutions, powders, or seeds into planter or sprayer machinery.
  3. Spray fertilizer or pesticide solutions to control insects, fungus and weed growth, and diseases, using hand sprayers.
  4. Observe and listen to machinery operation to detect equipment malfunctions.
  5. Manipulate controls to set, activate, and adjust mechanisms on machinery.
  6. Operate or tend equipment used in agricultural production, such as tractors, combines, and irrigation equipment.
  7. Adjust, repair, and service farm machinery and notify supervisors when machinery malfunctions.
  8. Attach farm implements such as plows, discs, sprayers, or harvesters to tractors, using bolts and hand tools.
CIP education codes
01.0204

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.