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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.

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

  • Solicit new business.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Provide technical customer service.

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

Technologies & Software

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

Alternative Job Titles