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Automation Risk Analysis

Will “Genetic Technologist” be Automated?

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AI Exposure Risk

38%

“Genetic 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%

“Genetic 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

  • Input details of specimens into logs or computer systems.

  • Select banding methods to permit identification of chromosome pairs.

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

  • Stain slides to make chromosomes visible for microscopy.

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

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

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

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

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

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

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

  • Evaluate appropriateness of received specimens for requested tests.

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

  • Summarize test results and report to appropriate authorities.

  • Examine chromosomes found in biological specimens to detect abnormalities.

  • Create chromosome images using computer imaging systems.

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

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

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

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

  • Prepare slides of cell cultures following standard procedures.

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

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

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

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

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

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

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

  • Supervise subordinate laboratory staff.

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

Technologies & Software

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