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Automation Risk Analysis

Will “Pipe Organ Mechanic” be Automated?

Historical Context: Oxford Study (2013)

Ranked #545 of 702. Estimated risk: 91.0%

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AI Exposure Risk

34%

“Pipe Organ Mechanic” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 34% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Pipe Organ Mechanic” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Musical Instrument Repairers and Tuners, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Repair percussion, stringed, reed, or wind instruments. May specialize in one area, such as piano tuning.

Avg. Annual Salary $49,020
Avg. Hourly Wage $23.57
Available Jobs (US) 5,730
Job Title & Hierarchy Code (SOC) Musical Instrument Repairers and Tuners #49-9063
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Musical Instrument Repairers and Tuners”

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Core Skills & Abilities

  • Shape old parts and replacement parts to improve tone or intonation, using hand tools, lathes, or soldering irons.

  • Assemble and install new pipe organs and pianos in buildings.

  • Align pads and keys on reed or wind instruments.

  • Repair or replace musical instrument parts and components, such as strings, bridges, felts, and keys, using hand and power tools.

  • Reassemble instruments following repair, using hand tools and power tools and glue, hair, yarn, resin, or clamps, and lubricate instruments as necessary.

  • Repair cracks in wood or metal instruments, using pinning wire, lathes, fillers, clamps, or soldering irons.

  • Play instruments to evaluate their sound quality and to locate any defects.

  • Mix and measure glue that will be used for instrument repair.

  • Compare instrument pitches with tuning tool pitches to tune instruments.

  • Refinish instruments to protect and decorate them, using hand tools, buffing tools, and varnish.

  • String instruments, and adjust trusses and bridges of instruments to obtain specified string tensions and heights.

  • Inspect instruments to locate defects, and to determine their value or the level of restoration required.

  • Deliver pianos to purchasers or to locations of their use.

  • Make wood replacement parts, using woodworking machines and hand tools.

  • Refinish and polish piano cabinets or cases to prepare them for sale.

  • Polish instruments, using rags and polishing compounds, buffing wheels, or burnishing tools.

  • Adjust felt hammers on pianos to increase tonal mellowness or brilliance, using sanding paddles, lacquer, or needles.

  • Remove dents and burrs from metal instruments, using mallets and burnishing tools.

  • Remove irregularities from tuning pins, strings, and hammers of pianos, using wood blocks or filing tools.

  • Wash metal instruments in lacquer-stripping and cyanide solutions to remove lacquer and tarnish.

  • Adjust string tensions to tune instruments, using hand tools and electronic tuning devices.

  • Strike wood, fiberglass, or metal bars of instruments, and use tuned blocks, stroboscopes, or electronic tuners to evaluate tones made by instruments.

  • Solder posts and parts to hold them in their proper places.

  • Disassemble instruments and parts for repair and adjustment.

Technologies & Software

  • Reyburn CyberTuner
  • TuneLab
  • Mensurix Audio
  • Katsura Shareware KS Strobe Tuner
  • Tunable Instrument Tuner
  • Tunic OnlyPure
  • Augury (Predictive Maintenance)
  • TonalEnergy Tuner & Metronome
  • ServiceMax AI
  • Perplexity AI
  • Veritune Verituner
  • ChatGPT (OpenAI)
  • Katsura Shareware SoundFrames
  • Katsura Shareware ProLevel
  • Uptake AI
  • Drill presses
  • Wax spoons
  • Felt cutting knives
  • Pearl cutting saws
  • Flute pad irons
  • Torque wrenches
  • Punches
  • Butane heaters
  • Die stocks
  • Glue guns
  • Bunsen burners
  • Pencil torches
  • Belt sanders
  • String lifters
  • Barrel reamers
  • Hand drills
  • Bench anvils
  • File cleaners
  • Hand planers
  • Bending irons
  • String hooks
  • Tenon expanders
  • Surface thermometers
  • Height measurement gauges
  • Spool clamps
  • Soldering jigs
  • Pin hole reamers
  • Arch punches
  • String action gauges
  • Spring cutters
  • Tweezers
  • Tuning pin gauges
  • Bore cleaning brushes
  • Valve mirrors
  • Post drilling jigs
  • Jack spring hole reamers
  • Glue pots
  • Heat control units
  • Burnishing rings
  • Bench oilers
  • Hammer shank reducers
  • Heat staking tools
  • Flange screwdrivers
  • Deep throat C clamps
  • Flute head mandrels
  • Cold chisels
  • Hammer angle gauges
  • Flat nose pliers
  • Bracket hex wrenches
  • Scissor jacks
  • Tubing shrinkers
  • Nut slotting gauges
  • Endpin jack wrenches
  • Understring radius gauges
  • Pocket truss rod wrenches
  • Automated sprayers
  • Music wire gauges
  • Long flat nose pliers
  • Grand screwdrivers
  • Dial calipers
  • Damper spoon benders
  • Torx drivers
  • Hand burnishers
  • Digital humidity gauges
  • Butt plate inserters
  • Blow torches
  • Blowpipes
  • Gripper truss rod wrenches
  • Fingerboard band clamps
  • Alignment jigs
  • Damper rod hooks
  • Cross lock tweezers
  • Jack screw regulators
  • String spacing rules
  • Clarinet pad leveling tools
  • Thread cutting tools
  • Rulers
  • Coil makers
  • Jaw pliers
  • Lost motion regulators
  • Bore tools
  • Neck jigs
  • Radius gauges
  • Piano stringing hooks
  • Hammer head reamers
  • Bench grinders
  • Rat tail files
  • Pointed awls
  • Screwdrivers
  • Output jack wrenches
  • Damper regulators
  • Gram weights
  • Screw gauges
  • Routers
  • Ball-end hex keys
  • Sprayer compressors
  • Key dip blocks
  • Dollies
  • Cross-cut saws
  • Action regulators
  • Flange bushing reamers
  • Vise grip pliers
  • Regulating gauges
  • Soundhole clamps
  • Tone hole cutters
  • Heat guns
  • Soldering clips
  • Sand blasters
  • Tinners snips
  • Curved nose scissors
  • Screw pitch thread gauges
  • Adjustable C clamps
  • Chemical dip tanks
  • Magnifiers
  • Piano leveling devices
  • Magnetizers
  • Hammers
  • Rip saws
  • Multimeters
  • Purfling cutters
  • Tuning levers
  • Hand planes
  • Punching lifters
  • Fluorescent lamps
  • Tuning forks
  • Power buffers
  • Bench brushes
  • Countersinks
  • Piano tuning pin extractors
  • Fret dressing sticks
  • Fret end dressing files
  • Buffing machines
  • Slotted screwdrivers
  • String height gauges
  • Hacksaws
  • Cam clamps
  • Band clamps
  • Drill gauges
  • Bench lathes
  • Piano key spacers
  • Neck relief gauges
  • Center pin punches
  • Telescoping magnetic pickup tools
  • Fingerboard levelers
  • Hammer butt spacers
  • Portable band saws
  • Alcohol lamps
  • Key easing tools
  • End cut nippers
  • Bridge pin hole slotting saws
  • Tuning pins
  • Bench blocks
  • Capstan regulators
  • Hart spring tools
  • Precision spray guns
  • Flute body mandrels
  • Micrometers
  • Diagonal cutters
  • Wire drill gauges
  • Mallets
  • Screw slotters
  • Power sanders
  • Valve lapping machines
  • Valve brushes
  • Feeler gauges
  • Agraffe removers
  • Piano tuning pin cranks
  • Glue brushes
  • Gram tension gauges
  • Bench motors
  • Spark lighters
  • Key button jigs
  • Violin clamps
  • Tuning pin setters
  • Saddle locating jigs
  • Power drills
  • Soldering irons
  • Brass mouthpiece brushes
  • Precision oilers
  • Dent machines
  • Digital tuners
  • Guitar humidifiers
  • Screw extractors
  • Dent hammers
  • Hammer angle protractors
  • Seam separation knives
  • Razor files
  • Fret files
  • Hammer head borers
  • Pad cup heaters
  • Tuning wrenches
  • Key bushing tighteners
  • Telescoping gauges
  • Hex drivers
  • Air hoses
  • Chamfer tools
  • Nut files
  • Arbors
  • Leak lights
  • Scraper burnishers
  • Curved nose pliers
  • Curved nose forceps
  • Duck bill pliers
  • Magnetic scribers
  • Adjustable fret slotting saws
  • Oilers
  • Feeler gauge holders
  • Fret slot depth gauges
  • Wire cutters
  • Tuning pin bushing punches
  • Top deflection gauges
  • Japanese fret saws
  • Soldering clamps
  • Loupes
  • Pin vises
  • Broaches
  • Air dusting guns
  • Incandescent lamps
  • Felt cutters
  • Gauged saws
  • Tuning hammers
  • Pencil magnets
  • Allen wrenches
  • Fret rockers
  • Calipers
  • Flute key leveling tools
  • Sharp leveling and key-dip devices
  • Tap wrenches
  • Inspection mirrors
  • Refret saws
  • Capstan screw wrenches
  • Alligator forceps
  • Nut drivers
  • Piano tuning pin punches
  • Looping machines
  • Disc sanders
  • Spring punches
  • Mag machines
  • Needle files
  • Chain nose pliers
  • Regulating screwdrivers
  • Flute gauges
  • Edging clamps
  • Hand sprayers
  • Bushing inserters
  • Socket reamers
  • Wood chisels
  • Piano regulators
  • Electronic tuners
  • Grand piano jacks