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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

  • 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.

  • Describe and express observations and conclusions in mathematical terms.

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

  • Teach physics to students.

  • Write research proposals to receive funding.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles