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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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

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

  • 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.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

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

Technologies & Software

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

Alternative Job Titles