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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

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

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

  • Provide technical customer service.

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Solicit new business.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles