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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

  • Prepare reports or recommendations, based upon research outcomes.

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

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

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

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

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

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

  • Determine the three-dimensional structure of biological macromolecules.

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

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

  • 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.

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

  • Prepare pharmaceutical compounds for commercial distribution.

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

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

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

  • Write grant proposals to obtain funding for research.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles