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Automation Risk Analysis

Will “Laboratory Technologist (Lab Technologist)” be Automated?

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AI Exposure Risk

38%

“Laboratory Technologist (Lab Technologist)” will probably not 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 38% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Laboratory Technologist (Lab 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 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Cytogenetic Technologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze chromosomes or chromosome segments found in biological specimens, such as amniotic fluids, bone marrow, solid tumors, and blood to aid in the study, diagnosis, classification, or treatment of inherited or acquired genetic diseases. Conduct analyses through classical cytogenetic, fluorescent in situ hybridization (FISH) or array comparative genome hybridization (aCGH) techniques.

Job Title & Hierarchy Code (SOC) Cytogenetic Technologists #29-2011.01
ℹ️

Data is based on the reference occupation: “Cytogenetic Technologists”

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Core Skills & Abilities

  • Determine optimal time sequences and methods for manual or robotic cell harvests.

  • Examine chromosomes found in biological specimens to detect abnormalities.

  • Stain slides to make chromosomes visible for microscopy.

  • Summarize test results and report to appropriate authorities.

  • Apply prepared specimen and control to appropriate grid, run instrumentation, and produce analyzable results.

  • Arrange and attach chromosomes in numbered pairs on karyotype charts, using standard genetics laboratory practices and nomenclature, to identify normal or abnormal chromosomes.

  • Select appropriate culturing system or procedure based on specimen type and reason for referral.

  • Recognize and report abnormalities in the color, size, shape, composition, or pattern of cells.

  • Communicate test results or technical information to patients, physicians, family members, or researchers.

  • Create chromosome images using computer imaging systems.

  • Prepare biological specimens such as amniotic fluids, bone marrow, tumors, chorionic villi, and blood, for chromosome examinations.

  • Communicate to responsible parties unacceptable specimens and suggest remediation for future submissions.

  • Input details of specimens into logs or computer systems.

  • Prepare slides of cell cultures following standard procedures.

  • Develop and implement training programs for trainees, medical students, resident physicians or post-doctoral fellows.

  • Develop, implement, and monitor quality control and quality assurance programs to ensure accurate and precise test performance and reports.

  • Input details of specimen processing, analysis, and technical issues into logs or laboratory information systems (LIS).

  • Archive case documentation and study materials as required by regulations and laws.

  • Harvest cell cultures using substances such as mitotic arrestants, cell releasing agents, and cell fixatives.

  • Count numbers of chromosomes and identify the structural abnormalities by viewing culture slides through microscopes, light microscopes, or photomicroscopes.

  • Select or prepare specimens and media for cell cultures using aseptic techniques, knowledge of medium components, or cell nutritional requirements.

  • Select banding methods to permit identification of chromosome pairs.

  • Describe chromosome, FISH and aCGH analysis results in International System of Cytogenetic Nomenclature (ISCN) language.

  • Maintain laboratory equipment such as photomicroscopes, inverted microscopes, and standard darkroom equipment.

  • Supervise subordinate laboratory staff.

  • Analyze chromosomes found in biological specimens to aid diagnoses and treatments for genetic diseases such as congenital disabilities, fertility problems, and hematological disorders.

  • Evaluate appropriateness of received specimens for requested tests.

  • Extract, measure, dilute as appropriate, label, and prepare DNA for array analysis.

  • Select appropriate methods of preparation and storage of media to maintain potential of hydrogen (pH), sterility, or ability to support growth.

  • Identify appropriate methods of specimen collection, preservation, or transport.

Technologies & Software

  • Image analysis software
  • Word processing software
  • Epic AI
  • Genial Genetics Shire
  • Microsoft Office software
  • Digital karyotyping software
  • Gemini for Workspace
  • Perplexity AI
  • Lucia FISH
  • Customer relationship management CRM software
  • Geniel Genetics iGene
  • MetaSystems Isis Color Karyotyping
  • Microsoft Word
  • Microsoft PowerPoint
  • Amboss AI
  • KARIO
  • Microsoft Outlook
  • C++
  • Genetix CytoVision
  • Lucia Comet Assay
  • Glass AI
  • Image capture software
  • Genial Genetics iPassport QMS
  • Nabla Copilot
  • Microsoft Excel
  • Lucia Metaphase Finder
  • Lucia Karyo
  • Python
  • Lucia CGH
  • Abridge
  • Cell Bioscience Automated Image Capture
  • Nuance DAX (Microsoft)
  • Adobe Illustrator
  • LUCIA MFISH
  • Flat bottom microtiter plates
  • Uncooled charge-coupled device cameras
  • Mercury vapor lamps
  • Robotic harvesters
  • Slide cassettes
  • Binocular compound microscopes
  • Microscope slides
  • Desktop computers
  • Ultrasonic sterilization units
  • 35m petri dishes
  • Fluorescent microscopes
  • Hot air sterilizers
  • Microarray scanners
  • Digital cameras
  • Steam autoclaves
  • Microscope filters
  • 25 ml pipettes
  • 1 ml pipettes
  • Bench-top autoclaves
  • Heated magnetic stirrers
  • Interferometers
  • Denaturation/hybridization systems
  • Inverted compound microscopes
  • Tachometers
  • Slide sorters
  • Fluorescent in situ hybridization FISH automation instruments
  • Reference thermometers
  • Glass water distillers
  • Vortex mixers
  • Metaphase finding system software
  • Counting chambers
  • Photomicroscopes
  • Laboratory refrigerators
  • Hybridization ovens
  • Masks
  • 10 ml pipettes
  • Biological safety cabinets
  • Incubators
  • Microscope camera adapters
  • Low speed refrigerated centrifuges
  • Test tube racks
  • Pipette aids
  • Automated imaging systems
  • Glass flasks
  • pH meters
  • Laboratory microwave ovens
  • Automatic slide loading systems
  • Laboratory freezers
  • Biological containment hoods
  • Computerized karotype equipment
  • Media filtration systems
  • Cell harvesters
  • Water deionizers
  • 2 ml cryovials
  • Stereo microscopes
  • Digital image printers
  • Water baths
  • Liquid nitrogen containers
  • Floor model drying chambers
  • Phase contrast microscopes
  • Safety gloves
  • Cell culture tubes
  • 4 ml cryovials
  • Benchtop drying chambers