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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

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

  • Teach physics to students.

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

  • 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.

  • Write research proposals to receive funding.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles