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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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • Prepare reports or recommendations, based upon research outcomes.

  • Write grant proposals to obtain funding for research.

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

  • Determine the three-dimensional structure of biological macromolecules.

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

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

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

Technologies & Software

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

Alternative Job Titles