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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

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

  • 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.

  • Provide technical customer service.

  • 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.

  • Solicit new business.

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles