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Automation Risk Analysis

Will “Cryogenics Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Cryogenics 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%

“Cryogenics 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Solicit new business.

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

Technologies & Software

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

Alternative Job Titles