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Automation Risk Analysis

Will “Analytical Research Chemist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #99 of 702. Estimated risk: 2.7%

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AI Exposure Risk

62%

“Analytical Research Chemist” 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%

“Analytical Research Chemist” 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

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

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

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

  • 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.

  • Determine the three-dimensional structure of biological macromolecules.

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

  • Prepare pharmaceutical compounds for commercial distribution.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles