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Automation Risk Analysis

Will “Field Service Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Field Service 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%

“Field Service 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

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

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

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

  • 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.

  • Provide technical customer service.

  • 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.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Solicit new business.

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

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

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

  • 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

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

Alternative Job Titles