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Automation Risk Analysis

Will “Stress Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Stress Analyst” 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%

“Stress Analyst” 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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Solicit new business.

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

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

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

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

  • 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.

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

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

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

  • Write performance requirements for product development or engineering 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.

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

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

Technologies & Software

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

Alternative Job Titles