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Automation Risk Analysis

Will “Clinical Biochemist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #99 of 702. Estimated risk: 2.7%

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AI Exposure Risk

62%

“Clinical Biochemist” 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 Biochemist” 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

  • Write grant proposals to obtain funding for research.

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

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

  • Prepare pharmaceutical compounds for commercial distribution.

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

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

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

  • Determine the three-dimensional structure of biological macromolecules.

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

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

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

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

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

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

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

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

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

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

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

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

  • Prepare reports or recommendations, based upon research outcomes.

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

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

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

Technologies & Software

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

Alternative Job Titles