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Automation Risk Analysis

Will “Molecular Technologist” be Automated?

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AI Exposure Risk

60%

“Molecular Technologist” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

42%

“Molecular Technologist” 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 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Molecular and Cellular Biologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research and study cellular molecules and organelles to understand cell function and organization.

Job Title & Hierarchy Code (SOC) Molecular and Cellular Biologists #19-1029.02
ℹ️

Data is based on the reference occupation: “Molecular and Cellular Biologists”

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Core Skills & Abilities

  • Evaluate new supplies and equipment to ensure operability in specific laboratory settings.

  • Write grant applications to obtain funding.

  • Monitor or operate specialized equipment, such as gas chromatographs and high pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence activated cell sorters, and phosphorimagers.

  • Instruct undergraduate and graduate students within the areas of cellular or molecular biology.

  • Supervise technical personnel and postdoctoral research fellows.

  • Perform laboratory procedures following protocols including deoxyribonucleic acid (DNA) sequencing, cloning and extraction, ribonucleic acid (RNA) purification, or gel electrophoresis.

  • Prepare or review reports, manuscripts, or meeting presentations.

  • Coordinate molecular or cellular research activities with scientists specializing in other fields.

  • Provide scientific direction for project teams regarding the evaluation or handling of devices, drugs, or cells for in vitro and in vivo disease models.

  • Develop guidelines for procedures such as the management of viruses.

  • Maintain accurate laboratory records and data.

  • Design databases, such as mutagenesis libraries.

  • Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.

  • Direct, coordinate, organize, or prioritize biological laboratory activities.

  • Evaluate new technologies to enhance or complement current research.

  • Design molecular or cellular laboratory experiments, oversee their execution, and interpret results.

  • Verify all financial, physical, and human resources assigned to research or development projects are used as planned.

  • Confer with vendors to evaluate new equipment or reagents or to discuss the customization of product lines to meet user requirements.

  • Participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.

  • Conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.

  • Develop assays that monitor cell characteristics.

  • Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation.

Technologies & Software

  • Blast Output Browser BOB
  • Consensus
  • Wolfram Research Mathematica
  • The MathWorks MATLAB
  • Laboratory information management system LIMS
  • Qwen (Alibaba)
  • Deoxyribonucleic acid DNA libraries
  • Scite AI
  • Kimi (Moonshot AI)
  • Mendel
  • Microsoft Word
  • Agilent CGH Analytics
  • Adobe Illustrator
  • Claude (Anthropic)
  • Michigan State University MSU ProFlex
  • Gene Recognition and Assembly Internet Link GRAIL
  • Web browser software
  • R
  • Magma Design Automation software
  • PHYLIP
  • ClustalW
  • Delila
  • Microsoft Office software
  • Microsoft PowerPoint
  • Microsoft Access
  • Corel CorelDraw Graphics Suite
  • Semantic Scholar AI
  • Data mining software
  • ChatGPT (OpenAI)
  • NetPrimer
  • C++
  • Nova (Amazon)
  • FASTA
  • Mistral AI (chat/models)
  • AcaClone pDRAW32
  • Agilent Technologies GeneSpring GX
  • Molecular Devices Corporation MetaMorph
  • Elicit
  • Genotyping software
  • Primer3
  • GraphPad Software GraphPad Prism
  • Geospiza GeneSifter
  • Mathsoft Mathcad
  • Basic Local Alignment Search Tool BLAST
  • CRI-MAP
  • Textco BioSoftware Gene Inspector
  • Llama (Meta)
  • Microsoft Excel
  • Perplexity AI
  • NotebookLM (Google)
  • Python
  • RasMol
  • Grok (xAI)
  • Mistral (Mistral AI)
  • Gemini (Google)
  • Corel WordPerfect Office Suite
  • Gemini for Workspace
  • FASTLINK
  • Git
  • Minitab
  • DeepSeek
  • EnzymeX
  • Flow cytometers
  • Automated cell counters
  • Magnetic stirring hot plates
  • Microcentrifuges
  • Magnetic resonance imaging MRI systems
  • Inverted binocular microscopes
  • Fluorescence microscopes
  • Centrifuge tubes
  • Cloning cylinders
  • Thermocyclers
  • Computerized axial tomography CAT scanners
  • Manual single channel positive displacement pipettes
  • Nuclear magnetic resonance NMR spectroscopes
  • Electrophoresis cameras
  • Phosphorimagers
  • Laboratory transfer pipettes
  • Ultraviolet-Visible UV/VIS spectrophotometers
  • Variable volume pipettes
  • Automated microscopes
  • Laboratory vacuum pumps
  • Serological kits
  • Polymerase chain reaction PCR equipment
  • Safety gloves
  • Gas chromatography equipment
  • Desktop computers
  • Water purification systems
  • Nucleic acid hybridization ovens
  • Bacterial plate incubators
  • Chemical hoods
  • High pressure liquid chromatograph HPLC equipment
  • Laboratory binocular optical microscopes
  • Glass beakers
  • Tabletop centrifuges
  • Robotic fluidics stations
  • Mass spectrometers
  • Multichannel micropipettes
  • Automatic carbon dioxide CO2 incubators
  • Dissecting microscopes
  • Polymerase chain reaction PCR thermocyclers
  • Gel electrophoresis equipment
  • Yeast culture incubators
  • Automated DNA sequencing equipment
  • Laboratory freezers
  • Laboratory water baths
  • Scanning laser confocal microscopes
  • Heat blocks
  • Microplate readers
  • Laboratory floor centrifuges
  • Gradiant thermocyclers
  • Emergency eye wash stations
  • Cloning kits
  • Spectrophotometers
  • pH analyzers
  • Manual single channel repeating pipetters
  • Laboratory orbital shakers
  • Laptop computers
  • Laboratory chemical autoclaves
  • Vortex rotators
  • Cooled benchtop centrifuges
  • Personal computers
  • Microbalances
  • Laminar flow hoods
  • Charge-coupled device CCD cameras
  • Gel imaging apparatus
  • Fluorimeters
  • Deoxyribonucleic acid DNA synthesizers
  • Dessicators