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Automation Risk Analysis

Will “Brake Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Brake Engineer” 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%

“Brake Engineer” 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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Solicit new business.

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Provide technical customer service.

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

Technologies & Software

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

Alternative Job Titles