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Automation Risk Analysis

Will “Roller Coaster Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Roller Coaster Designer” will maybe 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Roller Coaster Designer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Mechanical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning and designing tools, engines, machines, and other mechanically functioning equipment. Oversee installation, operation, maintenance, and repair of equipment such as centralized heat, gas, water, and steam systems.

Avg. Annual Salary $110,080
Avg. Hourly Wage $52.92
Available Jobs (US) 286,760
Job Title & Hierarchy Code (SOC) Mechanical Engineers #17-2141
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Mechanical Engineers”

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Core Skills & Abilities

  • Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition.

  • Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.

  • Solicit new business.

  • Recommend the use of utility or energy services that minimize carbon footprints.

  • Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.

  • Write performance requirements for product development or engineering projects.

  • Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.

  • Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.

  • Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.

  • Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges.

  • Provide feedback to design engineers on customer problems or needs.

  • Study industrial processes to maximize the efficiency of equipment applications, including equipment placement.

  • Estimate costs or submit bids for engineering, construction, or extraction projects.

  • Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.

  • Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.

  • Evaluate mechanical designs or prototypes for energy performance or environmental impact.

  • Provide technical customer service.

  • Design test control apparatus or equipment or develop procedures for testing products.

  • Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers.

  • Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.

  • Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.

  • Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.

  • Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.

  • Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.

  • Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems.

  • Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution.

  • Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.

  • Recommend design modifications to eliminate machine or system malfunctions.

Technologies & Software

  • Microsoft Visual Basic for Applications VBA
  • Perl
  • Microsoft Dynamics
  • Microsoft PowerPoint
  • IBM Notes
  • Statistical energy analysis SEA software
  • MAYA Nastran
  • Life cycle cost software
  • Bentley MicroStation
  • ReliaSoft Weibull++ 6
  • Computer aided design and drafting software CADD
  • Bill of materials software
  • Statistical software
  • Verilog
  • Microsoft Visio
  • Mistral (Mistral AI)
  • Microsoft Word
  • ReliaSoft BlockSim
  • Teradata Database
  • Autodesk Revit
  • Reliability analysis software
  • Microsoft SQL Server
  • Grid generation software
  • Llama (Meta)
  • MUMPS M
  • Autodesk AutoCAD Civil 3D
  • Qwen (Alibaba)
  • Motion analysis software
  • Python
  • Microsoft Excel
  • Adobe ActionScript
  • The MathWorks MATLAB
  • Dassault Systemes CATIA
  • AutoCAD AI
  • Design of experiments DOE software
  • Microsoft Office software
  • Modal analysis software
  • Computer numerical control CNC software
  • Gemini Code Assist
  • ANSYS AI Simulation
  • Reverse engineering software
  • Adobe Illustrator
  • Microsoft Exchange
  • Zemax
  • Failure mode and effects analysis FMEA software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Supervisory control and data acquisition SCADA software
  • Dassault Systemes SolidWorks
  • Autodesk AutoCAD
  • Computer aided manufacturing CAM software
  • Shell script
  • Accelerated life testing software
  • Microsoft Access
  • SolidWorks COSMOSWorks
  • Blink
  • Intergraph Plant Design System PDS
  • Hewlett-Packard HP Graphics Language HPGL
  • Cost estimating software
  • Kimi (Moonshot AI)
  • Gemini (Google)
  • Rapid prototyping software
  • Oracle JD Edwards EnterpriseOne
  • Microsoft SharePoint
  • Metrix Imageware Surfacer
  • Optical analysis software
  • National Instruments LabVIEW
  • Sigmetrix CETOL 6 Sigma
  • Microsoft Outlook
  • Mathsoft Mathcad
  • SmugMug Flickr
  • Failure assessment software
  • ChatGPT (OpenAI)
  • Ladder Logic
  • DeepSeek
  • Trimble SketchUp Pro
  • Perplexity AI
  • G-code
  • Computational fluid dynamics CFD software
  • Microsoft Project
  • ReliaSoft Alta 6 Pro
  • Microsoft Visual Basic
  • Claude (Anthropic)
  • UGS I-DEAS
  • Blue Ridge Numerics CFDesign
  • Chef
  • ESRI ArcGIS software
  • SAP software
  • Grok (xAI)
  • C
  • Video analysis software
  • Perforce Helix software
  • GitHub Copilot
  • InnovMetric PolyWorks
  • Finite element method FEM software
  • PTC Creo Parametric
  • Autodesk AI
  • 1CadCam Unigraphics
  • Puppet
  • Data acquisition software
  • C++
  • ANSYS simulation software
  • Rockwell Automation software
  • Human machine interface HMI software
  • Geographic information system GIS software
  • Nova (Amazon)
  • Minitab
  • R
  • Mesh generation software
  • Lambda Research OSLO
  • Servohydraulic material testing machines
  • Analog to digital converters
  • Spin-coaters
  • Accelerometers
  • Vibration testers
  • Computed tomography CT systems
  • Multimeters
  • Surface profilometers
  • Optical laser scanners
  • X ray tubes
  • Velocity transducers
  • Rapid thermal processing systems
  • Anodic wafer bonding systems
  • Laser Doppler anemometers
  • Plasma etchers
  • Subsonic wind tunnels
  • Digital to analog converters
  • Cryogenic apparatus
  • Scanning probe microscopes SPM
  • X ray radiographic systems
  • Deep reactive ion etchers DRIE
  • Acoustic emission AE sensors
  • Chemical-mechanical polishing equipment
  • Heat exchangers
  • Steppers
  • Pitot tubes
  • Radio frequency sensors
  • Dynamometers
  • Stylus profilometers
  • Personal computers
  • Contact testers
  • Evaporation systems
  • Interferometric microscopes
  • Vibration control systems
  • Programmable logic controllers PLC
  • Supersonic wind tunnels
  • Coordinate measuring machines CMM
  • Function generators
  • Wire bonders
  • Pattern generators
  • Photoelastic testing machines
  • Torque transducers
  • Force transducers
  • Dynamic strain indicators
  • Sputtering systems
  • Precision positioning tables
  • Wire electrical discharge machines
  • Laser digitizers
  • Ellipsometers
  • Infrared thermography cameras
  • Wafer bonding systems
  • Video editing equipment
  • Optical sensors
  • Position transducers
  • Air compressors
  • Contact lithography equipment
  • Laser Doppler velocimeters LDV
  • Projection lithography equipment
  • Multi-pen plotters
  • Environmental testing chambers
  • Scanning tunneling microscopes STM
  • Scanning electron microscopes SEM
  • Torsional converters
  • Wafer dicing saws
  • Oscilloscopes
  • Nano indentation systems
  • Aligners
  • Fluorescence spectrometers
  • Vapor deposition tube furnaces
  • Digital particle image velocimeters
  • Spectrum analyzers
  • Vibration isolators
  • Flip-chip wafer bonding systems
  • Interferometers
  • Strain gauges
  • Fused deposition modeling FDM machines

Alternative Job Titles