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Automation Risk Analysis

Will “Diesel Retrofit Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Diesel Retrofit Designer” 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 Retrofit Designer” 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

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

  • Provide technical customer service.

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

  • 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.

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

  • Solicit new business.

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

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

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

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

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

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

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

Technologies & Software

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

Alternative Job Titles