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Automation Risk Analysis

Will “Cloud Physicist” 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%

“Cloud Physicist” 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%

“Cloud Physicist” 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

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

  • 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.

  • Write research proposals to receive funding.

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

  • Teach physics to students.

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

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

  • Describe and express observations and conclusions in mathematical terms.

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

Technologies & Software

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

Alternative Job Titles