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Automation Risk Analysis

Will “Cytogenetics Technologist” be Automated?

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AI Exposure Risk

38%

“Cytogenetics 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%

“Cytogenetics 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

  • Select banding methods to permit identification of chromosome pairs.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Examine chromosomes found in biological specimens to detect abnormalities.

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

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

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

  • Create chromosome images using computer imaging systems.

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

  • Stain slides to make chromosomes visible for microscopy.

  • Prepare slides of cell cultures following standard procedures.

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

  • Input details of specimens into logs or computer systems.

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

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

  • Supervise subordinate laboratory staff.

  • Summarize test results and report to appropriate authorities.

  • Evaluate appropriateness of received specimens for requested tests.

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

Technologies & Software

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