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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

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

  • Prepare pharmaceutical compounds for commercial distribution.

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

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

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

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

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

  • Develop or test new drugs or medications intended 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 spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes.

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

  • Write grant proposals to obtain funding for research.

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

  • Determine the three-dimensional structure of biological macromolecules.

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

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

  • 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.

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

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

  • Prepare reports or recommendations, based upon research outcomes.

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

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

Technologies & Software

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

Alternative Job Titles