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Automation Risk Analysis

Will “Distribution Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Distribution 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%

“Distribution 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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

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

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

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

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

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

  • Provide technical customer service.

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

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

  • Solicit new business.

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles