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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.

  • Select banding methods to permit identification of chromosome pairs.

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

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

  • Create chromosome images using computer imaging systems.

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

  • Prepare slides of cell cultures following standard procedures.

  • Summarize test results and report to appropriate authorities.

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

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

  • 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.

  • Stain slides to make chromosomes visible for microscopy.

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

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

  • Supervise subordinate laboratory staff.

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

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

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

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

  • Evaluate appropriateness of received specimens for requested tests.

  • Input details of specimens into logs or computer systems.

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

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

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

  • 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.

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

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

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

Technologies & Software

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