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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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

  • 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.

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

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

  • Solicit new business.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • Provide technical customer service.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles