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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

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

  • Solicit new business.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • 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.

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

  • 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.

  • Provide technical customer service.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles