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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • 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.

  • Solicit new business.

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

  • Provide technical customer service.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles