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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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

  • Provide technical customer service.

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

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

  • Solicit new business.

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

Technologies & Software

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

Alternative Job Titles