AI exposure by occupation, O*NET 29-2011.01

Will AI replace Cytogenetic Technologists?

Cytogenetic Technologists: AI can already handle 3 of 30 tasks; the work mostly needs a standard-tier model.

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Every task, scored

The 30 tasks O*NET 30.3 lists for Cytogenetic Technologists, from most to least exposed. 3 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Extract, measure, dilute as appropriate, label, and prepare DNA for array analysis. 90 Estimated Efficient 4.7
Summarize test results and report to appropriate authorities. 85 Estimated Efficient 4.9
Evaluate appropriateness of received specimens for requested tests. 65 Estimated Standard 4.6
Count numbers of chromosomes and identify the structural abnormalities by viewing culture slides through microscopes, light microscopes, or photomicroscopes. 55 Estimated Standard 5.0
Arrange and attach chromosomes in numbered pairs on karyotype charts, using standard genetics laboratory practices and nomenclature, to identify normal or abnormal chromosomes. 55 Estimated Efficient 5.0
Examine chromosomes found in biological specimens to detect abnormalities. 55 Estimated Standard 5.0
Apply prepared specimen and control to appropriate grid, run instrumentation, and produce analyzable results. 55 Estimated Efficient 4.9
Harvest cell cultures using substances such as mitotic arrestants, cell releasing agents, and cell fixatives. 55 Estimated Efficient 4.9
Select appropriate culturing system or procedure based on specimen type and reason for referral. 55 Estimated Frontier 4.9
Prepare biological specimens such as amniotic fluids, bone marrow, tumors, chorionic villi, and blood, for chromosome examinations. 55 Estimated Efficient 4.9
Select or prepare specimens and media for cell cultures using aseptic techniques, knowledge of medium components, or cell nutritional requirements. 55 Estimated Efficient 4.8
Communicate test results or technical information to patients, physicians, family members, or researchers. 55 Estimated Standard 4.8
Prepare slides of cell cultures following standard procedures. 55 Estimated Efficient 4.8
Input details of specimen processing, analysis, and technical issues into logs or laboratory information systems (LIS). 55 Estimated Standard 4.8
Input details of specimens into logs or computer systems. 55 Estimated Standard 4.8
Stain slides to make chromosomes visible for microscopy. 55 Estimated Efficient 4.7
Describe chromosome, FISH and aCGH analysis results in International System of Cytogenetic Nomenclature (ISCN) language. 55 Estimated Standard 4.7
Create chromosome images using computer imaging systems. 55 Estimated Efficient 4.6
Recognize and report abnormalities in the color, size, shape, composition, or pattern of cells. 55 Estimated Standard 4.5
Determine optimal time sequences and methods for manual or robotic cell harvests. 55 Estimated Frontier 4.5
Communicate to responsible parties unacceptable specimens and suggest remediation for future submissions. 55 Estimated Standard 4.5
Select banding methods to permit identification of chromosome pairs. 55 Estimated Frontier 4.4
Identify appropriate methods of specimen collection, preservation, or transport. 55 Estimated Frontier 4.2
Archive case documentation and study materials as required by regulations and laws. 55 Estimated Efficient 3.9
Supervise subordinate laboratory staff. 55 Estimated Frontier 3.8
Develop, implement, and monitor quality control and quality assurance programs to ensure accurate and precise test performance and reports. 50 Estimated Standard 4.7
Develop and implement training programs for trainees, medical students, resident physicians or post-doctoral fellows. 50 Estimated Efficient 3.6
Select appropriate methods of preparation and storage of media to maintain potential of hydrogen (pH), sterility, or ability to support growth. 20 Estimated Standard 4.7
Maintain laboratory equipment such as photomicroscopes, inverted microscopes, and standard darkroom equipment. 20 Estimated Efficient 4.4
Analyze chromosomes found in biological specimens to aid diagnoses and treatments for genetic diseases such as congenital disabilities, fertility problems, and hematological disorders. 10 Estimated No tier 4.9

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 30 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 30 of 30. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A standard-tier model or lower covers 81% of the role's importance-weighted task work. 97% of the work is something AI can address at some tier, and 4% is hands-on.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

BLS Occupational Employment and Wage Statistics (May 2025) publishes no national employment or wage figure for this O*NET occupation.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Cytogenetic Technologists and AI

Will AI replace Cytogenetic Technologists?

AI already handles 3 of the 30 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 53 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears.

What is the AI exposure of Cytogenetic Technologists?

53 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 30 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 30 are estimated from each task's O*NET work activity.

Which Cytogenetic Technologists tasks can AI already do?

The tasks with the highest exposure are: Extract, measure, dilute as appropriate, label, and prepare DNA for array analysis; Summarize test results and report to appropriate authorities; Evaluate appropriateness of received specimens for requested tests. They are the tasks that reach 60 or more.

What AI model tier does this role need?

A standard-tier model or lower covers 81% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Cytogenetic Technologists. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/cytogenetic-technologists

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