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Automation Risk Analysis

Will “Diesel Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Diesel 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%

“Diesel 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

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

  • 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.

  • 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.

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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

  • Provide technical customer service.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

Technologies & Software

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

Alternative Job Titles