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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

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

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

  • 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.

  • Teach physics to students.

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

  • Write research proposals to receive funding.

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

  • Describe and express observations and conclusions in mathematical terms.

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

Technologies & Software

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

Alternative Job Titles