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Automation Risk Analysis

Will “Reliability Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Reliability 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%

“Reliability 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

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

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

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

  • 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.

  • Solicit new business.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • Provide technical customer service.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

Technologies & Software

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

Alternative Job Titles