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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

  • 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.

  • Solicit new business.

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

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

  • 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.

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

  • Provide technical customer service.

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

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

  • 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.

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

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

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

  • Write performance requirements for product development or engineering projects.

Technologies & Software

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

Alternative Job Titles