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Automation Risk Analysis

Will “Medical Laboratory Scientist (MLS)” be Automated?

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AI Exposure Risk

38%

“Medical Laboratory Scientist (MLS)” 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%

“Medical Laboratory Scientist (MLS)” 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

  • Examine chromosomes found in biological specimens to detect abnormalities.

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

  • Input details of specimens into logs or computer systems.

  • Create chromosome images using computer imaging systems.

  • Evaluate appropriateness of received specimens for requested tests.

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

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

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

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

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

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

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

  • Prepare slides of cell cultures following standard procedures.

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

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

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

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

  • Summarize test results and report to appropriate authorities.

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

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

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

  • Supervise subordinate laboratory staff.

  • Select banding methods to permit identification of chromosome pairs.

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

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

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

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

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

  • Stain slides to make chromosomes visible for microscopy.

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

Technologies & Software

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