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Automation Risk Analysis

Will “Rheologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #175 of 702. Estimated risk: 10.0%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

60%

“Rheologist” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“Rheologist” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Physicists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct research into physical phenomena, develop theories on the basis of observation and experiments, and devise methods to apply physical laws and theories.

Avg. Annual Salary $166,000
Avg. Hourly Wage $79.81
Available Jobs (US) 21,340
Job Title & Hierarchy Code (SOC) Physicists #19-2012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Physicists”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Describe and express observations and conclusions in mathematical terms.

  • Develop theories and laws on the basis of observation and experiments, and apply these theories and laws to problems in areas such as nuclear energy, optics, and aerospace technology.

  • Observe the structure and properties of matter, and the transformation and propagation of energy, using equipment such as masers, lasers, and telescopes, to explore and identify the basic principles governing these phenomena.

  • Report experimental results by writing papers for scientific journals or by presenting information at scientific conferences.

  • Collaborate with other scientists in the design, development, and testing of experimental, industrial, or medical equipment, instrumentation, and procedures.

  • Teach physics to students.

  • Analyze data from research conducted to detect and measure physical phenomena.

  • Perform complex calculations as part of the analysis and evaluation of data, using computers.

  • Write research proposals to receive funding.

  • Design computer simulations to model physical data so that it can be better understood.

Technologies & Software

  • COMSOL Multiphysics
  • Software development tools
  • CERN ROOT
  • Aptech Systems GAUSS
  • Enterprise resource planning ERP system
  • Ansible software
  • CERN Physics Analysis Workstation PAW
  • GNU Image Manipulation Program GIMP
  • Amazon Web Services AWS software
  • SciGraphica
  • Lenox Softworks VideoPoint
  • MySQL
  • SQLite
  • Git
  • Microsoft Visual Studio
  • SciLab
  • DeepSeek
  • Microsoft Access
  • Llama (Meta)
  • Database application software
  • Microsoft Visual Basic
  • Extensible markup language XML
  • Microsoft Azure software
  • Scite AI
  • Maplesoft Maple
  • Canu
  • Gnuplot
  • Systat Software SigmaPlot
  • ChatGPT (OpenAI)
  • Microsoft Word
  • Vector Fields OPERA-3d
  • Experimental Physics and Industrial Control System EPICS
  • Mistral AI (chat/models)
  • NotebookLM (Google)
  • Formula translation/translator FORTRAN
  • Perplexity AI
  • C
  • VMware
  • Linux
  • Sun Microsystems Java
  • Claude (Anthropic)
  • Mistral (Mistral AI)
  • UNIX
  • OpenStack
  • OriginLab Origin
  • The MathWorks MATLAB
  • Gemini for Workspace
  • RibbonSoft QCad
  • Microsoft Windows
  • Scribus
  • xv
  • Adobe Photoshop
  • Nova (Amazon)
  • Microsoft Office software
  • Microsoft Visual J++
  • Wolfram Research Mathematica
  • Perl
  • Statistical software
  • Xfig
  • REDUCE
  • C++
  • Video analysis software
  • Mathsoft Mathcad
  • Python
  • Semantic Scholar AI
  • Grok (xAI)
  • Microsoft Excel
  • Puppet
  • Autodesk AutoCAD
  • Pascal
  • Eclipse IDE
  • Qwen (Alibaba)
  • Elicit
  • Microsoft PowerPoint
  • Dose modeling software
  • Kimi (Moonshot AI)
  • JavaScript
  • Ploticus
  • National Instruments LabVIEW
  • RSI interactive data language IDL software
  • Structured query language SQL
  • Spectral Dynamics STAR
  • Spectroscopy software
  • Oracle Java
  • Oracle Database
  • Radiation dose calculation software
  • Gemini (Google)
  • GNU Octave
  • Synergy Software KaleidaGraph
  • Adobe Audition
  • Criss Software XRF11
  • Consensus
  • X ray photoemission spectrometers
  • Laboratory electromagnets
  • High-speed video cameras
  • Leak detection equipment
  • Vernier force sensors
  • Helium refrigerators
  • X ray crystallography equipment
  • Zeeman split lasers
  • Measuring microscopes
  • Transmission electron microscopes TEM
  • Scintillation probes
  • Geiger-Muller counters
  • Optical choppers
  • Fourier transform infrared FTIR spectrometers
  • Portable fast Fourier transform FFT analyzers
  • Pinhole filters
  • Grating monochromators
  • Charge-coupled device CCD cameras
  • Two-channel network analyzers
  • Digital sound level meters
  • Gamma ray spectrometers
  • Monochromators
  • Arbitrary function generators
  • Linear accelerators
  • Liquid helium level sensors
  • Nuclear magnetic resonance NMR spectroscopes
  • Diode lasers
  • High vacuum equipment
  • Positive ion accelerators
  • Laboratory tube furnaces
  • High intensity UV sources
  • Single frequency dye lasers
  • Particle counters
  • Function generators
  • Digital voltmeters DVM
  • Gaussmeters
  • Vibration exciters
  • Atomic force microscopes
  • Nanovoltmeters
  • Desktop computers
  • Annealing furnaces
  • Computed tomography CT scanners
  • Laptop computers
  • Argon ion lasers
  • Programmable phase modulators
  • Semiconductor parameter analyzers
  • Betatrons
  • Neutron detectors
  • Digital multimeters
  • Cavity dumpers or drivers
  • Interferometers
  • Mickelson interferometers
  • Safety goggles
  • Analytical balances
  • Cryostats
  • Pulsed nitrogen lasers
  • Headspace autosamplers
  • Isotope ratio mass spectrometers
  • Optical detectors
  • High-resolution spectrometers
  • Analog frequency analyzers
  • Laboratory centrifugal pumps
  • Conditioning amplifiers
  • Ionization chambers
  • Photometer
  • Big G torsion balances
  • Diffusion-pumped vacuum systems
  • Gas chromatography equipment
  • Turbo-pumped vacuum systems
  • Radiation detecting film badges
  • Two-channel dynamic signal analyzers
  • Radiofrequency RF generators
  • Prism spectrometers
  • Visible spectrometers
  • Analog sound level meters
  • Personal computers
  • Friction-force microscopes
  • High-resolution semiconductor detectors
  • Optical beamsplitting devices
  • Two-channel fast Fourier transform FFT analyzers
  • Atomic absorption AA spectrometers
  • Optical tweezers
  • Microwave interferometers
  • Vacuum stations
  • Vibrating sample magnetometers
  • Laser power meters
  • Electron microscopes
  • Signal generators
  • Gas chromatography GC injectors
  • Galvanostats
  • Helium lasers
  • Spring scales
  • Telescopes
  • Thermoluminescent dosimeters
  • Accelerometers
  • Photodetectors
  • Pistonphones
  • Digital oscilloscopes
  • Spectrophotometers
  • Light scattering devices
  • Digital plotters
  • Atomic emission detectors AED
  • Optical tables
  • Mass spectrometers
  • Capacitance bridges
  • Scanning monochromators
  • Scanning electron microscopes SEM
  • Surface profilometers
  • Diffusion pumps
  • Photon counting systems
  • Double monochromators
  • Multiple diode lasers
  • Scanning tunneling microscopes STM
  • High-energy accelerators
  • Laboratory box furnaces
  • Cyclotrons
  • Magnetic resonance imaging MRI systems
  • Spectrum analyzers
  • Power amplifiers
  • Magnetic force microscopes
  • Sound intensity probes

Alternative Job Titles