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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Provide technical customer service.

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

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

  • Solicit new business.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

Technologies & Software

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

Alternative Job Titles