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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

  • Create chromosome images using computer imaging systems.

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

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

  • Evaluate appropriateness of received specimens for requested tests.

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

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

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

  • Examine chromosomes found in biological specimens to detect abnormalities.

  • 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.

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

  • Supervise subordinate laboratory staff.

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

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

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

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

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

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

  • Input details of specimens into logs or computer systems.

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

  • Summarize test results and report to appropriate authorities.

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

  • Prepare slides of cell cultures following standard procedures.

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

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

  • Select banding methods to permit identification of chromosome pairs.

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

  • Stain slides to make chromosomes visible for microscopy.

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

Technologies & Software

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