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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

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

  • 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.

  • Solicit new business.

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

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

  • 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.

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

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

Technologies & Software

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

Alternative Job Titles