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Automation Risk Analysis

Will “Utilization Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Utilization 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%

“Utilization 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

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

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

  • 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.

  • 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.

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

  • Solicit new business.

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

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

  • Provide technical customer service.

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

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

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

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

Technologies & Software

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

Alternative Job Titles