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Automation Risk Analysis

Will “Clinical Researcher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #99 of 702. Estimated risk: 2.7%

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AI Exposure Risk

62%

“Clinical Researcher” 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Clinical Researcher” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biochemists and Biophysicists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Study the chemical composition or physical principles of living cells and organisms, their electrical and mechanical energy, and related phenomena. May conduct research to further understanding of the complex chemical combinations and reactions involved in metabolism, reproduction, growth, and heredity. May determine the effects of foods, drugs, serums, hormones, and other substances on tissues and vital processes of living organisms.

Avg. Annual Salary $115,570
Avg. Hourly Wage $55.56
Available Jobs (US) 34,520
Job Title & Hierarchy Code (SOC) Biochemists and Biophysicists #19-1021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Biochemists and Biophysicists”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

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%

Medical Scientists, Except Epidemiologists

AI Risk 61%
Robot Risk 41%

Core Skills & Abilities

  • Manage laboratory teams or monitor the quality of a team's work.

  • Research transformations of substances in cells, using atomic isotopes.

  • Prepare reports or recommendations, based upon research outcomes.

  • Study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.

  • Develop new methods to study the mechanisms of biological processes.

  • Develop methods to process, store, or use foods, drugs, or chemical compounds.

  • Research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.

  • Study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.

  • Design or perform experiments with equipment, such as lasers, accelerators, or mass spectrometers.

  • Develop or test new drugs or medications intended for commercial distribution.

  • Prepare pharmaceutical compounds for commercial distribution.

  • Share research findings by writing scientific articles or by making presentations at scientific conferences.

  • Study the mutations in organisms that lead to cancer or other diseases.

  • Study spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes.

  • Investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.

  • Write grant proposals to obtain funding for research.

  • Produce pharmaceutically or industrially useful proteins, using recombinant DNA technology.

  • Teach or advise undergraduate or graduate students or supervise their research.

  • Develop or execute tests to detect diseases, genetic disorders, or other abnormalities.

  • Isolate, analyze, or synthesize vitamins, hormones, allergens, minerals, or enzymes and determine their effects on body functions.

  • Examine the molecular or chemical aspects of immune system functioning.

  • Determine the three-dimensional structure of biological macromolecules.

  • Design or build laboratory equipment needed for special research projects.

  • Research how characteristics of plants or animals are carried through successive generations.

Technologies & Software

  • Molecular Devices Corporation MetaFluor
  • Basic Local Alignment Search Tool BLAST
  • Crystallography & NMR System (CNS)
  • Accelrys Cerius2
  • Yet another scientific artificial reality application YASARA software
  • Extensible markup language XML
  • Microsoft Excel
  • Golden Helix ChemTree
  • Mistral (Mistral AI)
  • Scite AI
  • DeepSeek
  • Fujitsu BioMedCache
  • Microsoft Outlook
  • Hodgkin-Huxley Model software
  • Semantic Scholar AI
  • Internet browser software
  • R
  • IBM SPSS Statistics
  • Python
  • Docking and ligand binding software
  • Gaussian software
  • Llama (Meta)
  • SAS
  • Graphics software
  • Electronic lab notebook software
  • Minitab
  • Microsoft Word
  • Semichem AMPAC
  • Sequence database software
  • ChatGPT (OpenAI)
  • Accelrys QAUNTA
  • Voltage-gated ion channels software
  • Claude (Anthropic)
  • Intelligent Imaging Innovations SlideBook
  • Linux
  • Video analysis software
  • Qwen (Alibaba)
  • Email software
  • Genetics computer group GSG software
  • GE Healthcare ImageQuant TL
  • Laboratory information management system LIMS
  • Molecular simulation software
  • Assisted model building with energy refinement AMBER
  • Elsevier MDL ISIS/Draw
  • Statistical software
  • Dassault Systemes Abaqus
  • Perplexity AI
  • Chang Bioscience ToolKit
  • Adobe Photoshop
  • Chemistry at Harvard Molecular Mechanics CHARMm
  • Elicit
  • Gemini (Google)
  • Consensus
  • Molecular Networks GmbH Biochemical Pathways
  • Perl
  • 3D graphics software
  • Presentation software
  • Wavefunction Spartan
  • Expression DNA and protein sequence software
  • Microsoft Visio
  • Analysis and building software
  • JustBio SeqPainter
  • ESRI What if?
  • ItemTracker
  • Grok (xAI)
  • Wavefunction Titan
  • Structure prediction software
  • Carrier-mediated transport software
  • Golden Helix HelixTree
  • GEPASI
  • Multivariate statistical program MVSP software
  • Nova (Amazon)
  • ChemInnovation Software Chem 4-D
  • Microsoft Office software
  • Molecular Devices Corporation MetaMorph
  • SAP software
  • Mistral AI (chat/models)
  • Crystallography software
  • AutoQuant AutoDeblur
  • Accelrys Insight II
  • Macroscopic diffusion software
  • Accelrys FELIX
  • Molecular Simulations WebLab ViewerPro
  • NotebookLM (Google)
  • The MathWorks MATLAB
  • Kimi (Moonshot AI)
  • Tripos SYBYL
  • Gemini for Workspace
  • Fujitsu MOPAC
  • Microsoft PowerPoint
  • PREMIER Biosoft Array Designer
  • Shrodinger Jaguar
  • Word processing software
  • Scanning electron microscopes SEM
  • Gamma ray irradiators
  • Heat incubators
  • Protein sequencers
  • Continuous flow centrifuges
  • Sonicators
  • Medical magnetic resonance imaging MRI equipment
  • Gel boxes
  • Basic vapor pressure osmometers
  • Freeze dryers
  • Transmission electron microscopes TEM
  • Cytospin centrifuges
  • Laboratory vacuum pumps
  • Ultramicrotomes
  • Spectropolarimeters
  • Microcentrifuges
  • Chemical fume hoods
  • Large upright microscopes
  • Plotters
  • Vacuum freezers
  • Heating mantles
  • Balances
  • Phosphorimager video cameras
  • Electrophoresis power supplies
  • Automatic x ray film developers
  • Ionometers
  • Stopped-flow spectrophotometers
  • Water baths
  • Spectrophotometers
  • Microdosimeters
  • Scanning laser microscopes
  • Rheometers
  • Fourier transform infrared FTIR spectroscopes
  • Laboratory convection ovens
  • Magnetic piconewton-force transducers
  • Mass spectrometers
  • Autoclaves
  • Glassware adaptors
  • Microcalorimeters
  • Biofreezers
  • Fluorescence spectroscopes
  • Capillary electrophoresis equipment
  • Mossbauer spectroscopes
  • Electron paramagnetic resonance EPR spectrometers
  • Cell sorters
  • Electroencephalography EEG equipment
  • Rotating anode X ray generators
  • Near-field light microscopes
  • Signal generators
  • Krypton lasers
  • Ultracentrifuges
  • Funnels
  • Magnetic tweezers
  • Orbital shakers
  • Charge-coupled device CCD cameras
  • Automated electrophoresis equipment
  • Erlenmeyer flasks
  • Circular dichroism spectroscopes
  • Laser induced temperature jump nanosecond relaxation spectrometer systems
  • Cryostat tissue microtomes
  • Lasers
  • Gas chromatographs GC
  • Desktop computers
  • Notebook computers
  • Solid-state nuclear magnetic resonance NMR equipment
  • Shaking incubators
  • Glassware condensers
  • Inverted microscopes
  • Peptide synthesizers
  • Personal computers
  • Water purification units
  • Graduated cylinders
  • Flow cytometers
  • Microplate readers
  • Nuclear magnetic resonance NMR spectroscopes
  • Langmuir balances
  • Growth chambers
  • Vibratome tissue sectioning systems
  • Sapphire lasers
  • Scanners
  • Tabletop centrifuges
  • Phosphorimagers
  • Microinjectors
  • Synchrotrons
  • Isothermal titration calorimeters ITC
  • Brewster angle microscopes
  • Multi-angle elastic-light scattering systems
  • Incubators
  • Laser Doppler zeta potential analyzers
  • Pasteur pipettes
  • Solid state diode lasers
  • Dual wavelength spectroscopes
  • Amino acid analyzers
  • Neodymium-doped yttrium aluminum garnet Nd:YAG lasers
  • Cryogenic freezers
  • Mainframe computers
  • Biological safety hoods
  • Specific gravity balances
  • Chemistry analyzers
  • Shaking waterbaths
  • Binocular light compound microscopes
  • Light scattering devices
  • Viscometers
  • Differential scanning calorimeters
  • Megafuge centrifuges
  • Laser tweezers
  • Confocal microscopes
  • Fermenters
  • Top-loading electronic balances
  • Mettler balances
  • High-pressure liquid chromatographs
  • Microscope slides
  • Ultraviolet UV transilluminators
  • Microphysiometers
  • Video enhanced differential interference contrast microscopes
  • Sample concentrators
  • Microsusceptometers
  • Atomic force microscopes
  • Hot plates
  • Laminar flow hoods
  • Argon lasers
  • Flame ionization detectors FID
  • Auto gamma counters
  • Circulating water cooling systems
  • Nanoscopes
  • Homogenizers
  • Optical tweezers
  • Medical magnetic resonance imaging MRI microscopes
  • Cryomicroscopes
  • Power amplifiers
  • X ray microscopes
  • Refrigerated centrifuges
  • Ultrasonic cleaners
  • Laser particle sizers
  • Dichroic beamsplitters
  • Cryocut microtomes
  • Linear accelerators
  • Darkroom equipment
  • Cryotransmission electron microscopes
  • Filtering funnels
  • X ray crystallography equipment
  • Thermal imagers
  • Transillumination microscopes
  • Computerized axial tomography CAT scan equipment
  • Pipettes
  • Positron emission tomography PET scanners
  • Laser printers
  • pH meters
  • Deoxyribonucleic acid DNA sequencers
  • Test tubes
  • Electron spin resonance spectroscopes
  • Liquid handling robots
  • Electron microscopes
  • Flexi-dry lyophilizers
  • Automatic pipetters
  • Raman difference spectrometers
  • Carbon dioxide CO2 incubators
  • Analytical balances
  • Ultraviolet UV spectroscopes
  • Liquid nuclear magnetic resonance NMR equipment
  • Scintillation counters
  • Analytical ultracentrifuges
  • Video positioning equipment
  • Beakers
  • Multichannel detectors
  • Spectrofluorimeters
  • Sartorius balances
  • Hemoglobin analyzers
  • High-pressure high-temperature reactors
  • Heat blocks

Alternative Job Titles