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Automation Risk Analysis

Will “Certified Cytogenetic Technologist” be Automated?

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AI Exposure Risk

38%

“Certified Cytogenetic 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%

“Certified Cytogenetic 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

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

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

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

  • Summarize test results and report to appropriate authorities.

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

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

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

  • Evaluate appropriateness of received specimens for requested tests.

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

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

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

  • 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.

  • Prepare slides of cell cultures following standard procedures.

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

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

  • Input details of specimens into logs or computer systems.

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

  • Examine chromosomes found in biological specimens to detect abnormalities.

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

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

  • Stain slides to make chromosomes visible for microscopy.

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

  • Select banding methods to permit identification of chromosome pairs.

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

  • Supervise subordinate laboratory staff.

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

  • Create chromosome images using computer imaging systems.

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

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

Technologies & Software

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