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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.

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

  • Write research proposals to receive funding.

  • Teach physics to students.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles