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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

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

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

  • 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.

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • 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.

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

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

  • Provide technical customer service.

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

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

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

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

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

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

  • Solicit new business.

  • Write performance requirements for product development or engineering projects.

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

Technologies & Software

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

Alternative Job Titles