Textile Knitting and Weaving Machine Setters, Operators, and Tenders
Medium52.16%
Found in Industries:
Salary Range
Low (10th %)$28,700
Median$37,130
High (90th %)$46,940
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Set up, operate, or tend machines that knit, loop, weave, or draw in textiles.
The occupation "Textile Knitting and Weaving Machine Setters, Operators, and Tenders" has an automation risk of 52.2%, which is very close to its base risk of 52.6%. This suggests the job is moderately susceptible to automation, reflecting a blend of tasks that are both routine and complex. Core responsibilities in this profession, such as operating and tending textile machines, often involve repetitive and predictable tasks. The textile industry has a history of adopting new technologies to increase efficiency, and advancements in robotics and machine vision are making it increasingly feasible for machines to replicate and even exceed human performance in many areas. However, the overall risk remains moderate because certain aspects of the job still rely heavily on human judgment and dexterity. The top three most automatable tasks in this occupation include observing woven cloth to detect weaving defects, threading yarn, thread, and fabric through guides, needles, and rollers, and removing defects in cloth by cutting and pulling out filling. These tasks are highly repetitive and rule-based, making them ideal candidates for automation through machine vision systems and robotic arms. Automated textile machinery can already detect many types of defects and perform threading and minor repairs with increased speed and consistency. As such, these aspects of the job are likely to see the highest reduction in demand for human labor as automation technologies continue to improve and become more cost-effective. Conversely, some job tasks remain resistant to automation due to their complexity or requirement for nuanced decision-making. Adjusting machine heating mechanisms, tensions, and speeds to produce specified products is a task that demands a deep understanding of both the machinery and the textiles being produced. Similarly, cleaning, oiling, and lubricating machines, as well as repairing or replacing worn or defective machine parts, often require both fine motor skills and adaptability. These bottleneck skills — such as originality, which has low representation in the role (2.1% and 1.5%) — are aspects where automation still struggles. They involve troubleshooting and problem-solving abilities, which are difficult for machines to replicate, thereby providing job resistance in these areas.
Filter by Automatable Status
Observe woven cloth to detect weaving defects.
Automatable
Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.
Non-Automatable
Remove defects in cloth by cutting and pulling out filling.
Non-Automatable
Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.
Partially Automatable
Inspect products to ensure that specifications are met and to determine if machines need adjustment.
Partially Automatable
Notify supervisors or repair staff of mechanical malfunctions.
Automatable
Start machines, monitor operations, and make adjustments as needed.
Automatable
Stop machines when specified amounts of product have been produced.
Automatable
Inspect machinery to determine whether repairs are needed.
Partially Automatable
Operate machines for test runs to verify adjustments and to obtain product samples.
Partially Automatable
Program electronic equipment.
Partially Automatable
Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.
Non-Automatable
Record information about work completed and machine settings.
Automatable
Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements.
Partially Automatable
Repair or replace worn or defective needles and other components, using hand tools.
Non-Automatable
Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oil cans, or grease guns.
Non-Automatable
Adjust machine heating mechanisms, tensions, and speeds to produce specified products.
Automatable
Confer with co-workers to obtain information about orders, processes, or problems.
Partially Automatable
Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching.
Non-Automatable
Reading ComprehensionActive ListeningOperations MonitoringQuality Control AnalysisSystems AnalysisManagement of Material ResourcesWritingSpeakingMathematicsScienceCritical ThinkingActive LearningLearning StrategiesMonitoringSocial PerceptivenessCoordinationPersuasionNegotiationInstructingService OrientationComplex Problem SolvingOperations AnalysisTechnology DesignEquipment SelectionInstallationProgrammingOperation and ControlEquipment MaintenanceTroubleshootingRepairingJudgment and Decision MakingSystems EvaluationTime ManagementManagement of Financial ResourcesManagement of Personnel Resources
Arm-Hand SteadinessAuditory AttentionCategory FlexibilityControl PrecisionDeductive ReasoningDepth PerceptionDynamic FlexibilityDynamic StrengthExplosive StrengthExtent FlexibilityFar VisionFinger DexterityFlexibility of ClosureFluency of IdeasGlare SensitivityGross Body CoordinationGross Body EquilibriumHearing SensitivityInductive ReasoningInformation OrderingManual DexterityMathematical ReasoningMemorizationMultilimb CoordinationNear VisionNight VisionNumber FacilityOral ComprehensionOral ExpressionOriginalityPerceptual SpeedPeripheral VisionProblem SensitivityRate ControlReaction TimeResponse OrientationSelective AttentionSound LocalizationSpatial OrientationSpeech ClaritySpeech RecognitionSpeed of ClosureSpeed of Limb MovementStaminaStatic StrengthTime SharingTrunk StrengthVisual Color DiscriminationVisualizationWrist-Finger SpeedWritten ComprehensionWritten Expression
BiologyAdministration and ManagementEconomics and AccountingSales and MarketingCustomer and Personal ServicePersonnel and Human ResourcesProduction and ProcessingFood ProductionComputers and ElectronicsEngineering and TechnologyDesignBuilding and ConstructionMechanicalMathematicsPhysicsChemistryHistory and ArcheologyPhilosophy and TheologyPublic Safety and SecurityLaw and GovernmentTelecommunicationsCommunications and MediaTransportationPsychologySociology and AnthropologyGeographyMedicine and DentistryForeign LanguageEnglish LanguageFine ArtsEducation and TrainingTherapy and CounselingAdministrative
Inspecting Equipment, Structures, or MaterialsMonitoring Processes, Materials, or SurroundingsEstimating the Quantifiable Characteristics of Products, Events, or InformationGetting InformationIdentifying Objects, Actions, and EventsJudging the Qualities of Objects, Services, or PeopleProcessing InformationEvaluating Information to Determine Compliance with StandardsAnalyzing Data or InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeDeveloping Objectives and StrategiesScheduling Work and ActivitiesOrganizing, Planning, and Prioritizing WorkPerforming General Physical ActivitiesHandling and Moving ObjectsControlling Machines and ProcessesOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersDocumenting/Recording InformationInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsAssisting and Caring for OthersSelling or Influencing OthersResolving Conflicts and Negotiating with OthersPerforming for or Working Directly with the PublicCoordinating the Work and Activities of OthersDeveloping and Building TeamsTraining and Teaching OthersGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesRepairing and Maintaining Electronic EquipmentRepairing and Maintaining Mechanical EquipmentDrafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Industrial Machinery Mechanics
Medium49.31%
Repair, install, adjust, or maintain industrial production and processing machinery or refinery and pipeline distribution systems. May also install, dismantle, or move machinery and heavy equipment according to plans.
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Medium58.74%
Set up, operate, or tend machines to extrude or draw thermoplastic or metal materials into tubes, rods, hoses, wire, bars, or structural shapes.
Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
Medium48.15%
Set up, operate, or tend machines to roll steel or plastic forming bends, beads, knurls, rolls, or plate, or to flatten, temper, or reduce gauge of material.
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
Medium33.25%
Set up, operate, or tend machines to saw, cut, shear, slit, punch, crimp, notch, bend, or straighten metal or plastic material.
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Medium38.52%
Set up, operate, or tend grinding and related tools that remove excess material or burrs from surfaces, sharpen edges or corners, or buff, hone, or polish metal or plastic work pieces.
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Medium35.75%
Set up, operate, or tend lathe and turning machines to turn, bore, thread, form, or face metal or plastic materials, such as wire, rod, or bar stock.
Print Binding and Finishing Workers
Low26.68%
Bind books and other publications or finish printed products by hand or machine. May set up binding and finishing machines.
Sewing Machine Operators
Medium33.40%
Operate or tend sewing machines to join, reinforce, decorate, or perform related sewing operations in the manufacture of garment or nongarment products.
Shoe Machine Operators and Tenders
Medium41.68%
Operate or tend a variety of machines to join, decorate, reinforce, or finish shoes and shoe parts.
Textile Bleaching and Dyeing Machine Operators and Tenders
Medium56.98%
Operate or tend machines to bleach, shrink, wash, dye, or finish textiles or synthetic or glass fibers.
Textile Cutting Machine Setters, Operators, and Tenders
Medium50.87%
Set up, operate, or tend machines that cut textiles.
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Medium51.65%
Set up, operate, or tend machines that wind or twist textiles; or draw out and combine sliver, such as wool, hemp, or synthetic fibers. Includes slubber machine and drawing frame operators.
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
Medium46.54%
Set up, operate, or tend machines that extrude and form continuous filaments from synthetic materials, such as liquid polymer, rayon, and fiberglass.
Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Medium44.55%
Set up, operate, or tend woodworking machines, such as drill presses, lathes, shapers, routers, sanders, planers, and wood nailing machines. May operate computer numerically controlled (CNC) equipment.
Grinding and Polishing Workers, Hand
Medium40.69%
Grind, sand, or polish, using hand tools or hand-held power tools, a variety of metal, wood, stone, clay, plastic, or glass objects. Includes chippers, buffers, and finishers.
Cutters and Trimmers, Hand
Medium56.41%
Use hand tools or hand-held power tools to cut and trim a variety of manufactured items, such as carpet, fabric, stone, glass, or rubber.
Cutting and Slicing Machine Setters, Operators, and Tenders
Medium44.55%
Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material.
Adhesive Bonding Machine Operators and Tenders
Medium51.08%
Operate or tend bonding machines that use adhesives to join items for further processing or to form a completed product. Processes include joining veneer sheets into plywood; gluing paper; or joining rubber and rubberized fabric parts, plastic, simulated leather, or other materials.
Paper Goods Machine Setters, Operators, and Tenders
Medium44.16%
Set up, operate, or tend paper goods machines that perform a variety of functions, such as converting, sawing, corrugating, banding, wrapping, boxing, stitching, forming, or sealing paper or paperboard sheets into products.
Machine Feeders and Offbearers
High66.68%
Feed materials into or remove materials from machines or equipment that is automatic or tended by other workers.
Sewers, Hand
Low11.23%
Sew, join, reinforce, or finish, usually with needle and thread, a variety of manufactured items. Includes weavers and stitchers.
Tailors, Dressmakers, and Custom Sewers
Low22.39%
Design, make, alter, repair, or fit garments.