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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

  • Write research proposals to receive funding.

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

  • Teach physics to students.

  • 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.

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

  • 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.

  • Describe and express observations and conclusions in mathematical terms.

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

Technologies & Software

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

Alternative Job Titles