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Automation Risk Analysis

Will “Servomechanism Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Servomechanism 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%

“Servomechanism 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

  • 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.

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

  • 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.

  • Write performance requirements for product development or engineering projects.

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

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

  • 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.

  • 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.

  • Solicit new business.

  • 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.

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

  • Provide technical customer service.

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

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

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

  • 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.

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

Technologies & Software

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

Alternative Job Titles