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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

  • Provide technical customer service.

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Solicit new business.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles