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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

  • 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.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Solicit new business.

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

  • Provide technical customer service.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles