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Automation Risk Analysis

Will “Molecular Genetics Technologist” be Automated?

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AI Exposure Risk

38%

“Molecular Genetics 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%

“Molecular Genetics 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

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

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

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

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

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

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

  • Input details of specimens into logs or computer systems.

  • Summarize test results and report to appropriate authorities.

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

  • 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.

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

  • Supervise subordinate laboratory staff.

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

  • Select banding methods to permit identification of chromosome pairs.

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

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

  • Stain slides to make chromosomes visible for microscopy.

  • Create chromosome images using computer imaging systems.

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

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

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

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

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

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

  • 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.

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

  • Examine chromosomes found in biological specimens to detect abnormalities.

  • Prepare slides of cell cultures following standard procedures.

Technologies & Software

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