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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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

  • Provide technical customer service.

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

  • Solicit new business.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles