Jobs / Healthcare / 29-2011.02

Cytotechnologists

Stain, mount, and study cells to detect evidence of cancer, hormonal abnormalities, and other pathological conditions following established standards and practices.

US jobs
Not reported by BLS
Job family
Healthcare

Can agents do the work of cytotechnologists?

We read the evidence at the level of the job family, Healthcare:

  • Task levelPartialOne benchmark, from early 2025. On Stanford's MedAgentBench, where agents do clinical tasks in a simulated electronic health record, the best recorded model completes 69.7% of tasks (Claude 3.5 Sonnet v2). It has no maintained leaderboard, so newer models are not measured. No benchmark in our collection tests work with patients.
  • Project levelPartialOnly adjacent evidence. GDPval includes nurses among its 44 occupations. OpenAI reports that GPT-5.5's deliverables won or tied against professionals' work in 84.9% of comparisons across all occupations. No benchmark in our collection tests clinical work over days, such as managing a patient's care.

Benchmarks for the job family

These cover work in healthcare, not always this occupation's tasks.

  • GDPvalby OpenAIProject level · Wins plus ties against experts
    84.9%GPT-5.5 · Apr 2026
    Strong
  • GDPval-AAby Artificial AnalysisProject level · GDPval-AA Elo
    1846 EloClaude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) · 23 Sep 2026
    Unrated
  • MedAgentBenchby Stanford UniversityTask level · Task success rate
    69.7%Claude 3.5 Sonnet v2 · 24 Jan 2025
    Strong

Typical tasks

From O*NET 31.0. Core tasks first. Few of these tasks have a benchmark today.

  • Examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.
  • Document specimens by verifying patients' and specimens' information.
  • Submit slides with abnormal cell structures to pathologists for further examination.
  • Prepare and analyze samples, such as Papanicolaou (PAP) smear body fluids and fine needle aspirations (FNAs), to detect abnormal conditions.
  • Examine specimens, using microscopes, to evaluate specimen quality.
  • Maintain effective laboratory operations by adhering to standards of specimen collection, preparation, or laboratory safety.
  • Provide patient clinical data or microscopic findings to assist pathologists in the preparation of pathology reports.
  • Assist pathologists or other physicians to collect cell samples by fine needle aspiration (FNA) biopsy or other method.
  • Prepare cell samples by applying special staining techniques, such as chromosomal staining, to differentiate cells or cell components.
  • Adjust, maintain, or repair laboratory equipment, such as microscopes.
  • Assign tasks or coordinate task assignments to ensure adequate performance of laboratory activities.
  • Attend continuing education programs that address laboratory issues.
Other job titles for this occupation (7)

Cytologist · Cytology Applications Specialist · Cytology Coordinator · Cytology Technical Specialist · Cytotechnologist · Certified Cytotechnologist · Cytopathology Technologist