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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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

  • Provide technical customer service.

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

  • Solicit new business.

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

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

Technologies & Software

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

Alternative Job Titles