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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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • Provide technical customer service.

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

  • 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.

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

  • 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.

  • Solicit new business.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles