Takeover Tracker
39%medium risk

Cytotechnologists

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

Higher risk than 78% of occupations
Checking for existing plan...

How AI Impacts Each Task

14 tasks analyzed

Submit slides with abnormal cell structures to pathologists for further examination.

Risk: 84.0%AI: 87EstimatedTime: 5%

Provide patient clinical data or microscopic findings to assist pathologists in the preparation of pathology reports.

Risk: 85.2%AI: 90EstimatedTime: 8%

Examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.

Risk: 45.4%AI: 45.98ObservedTime: 20%

Document specimens by verifying patients' and specimens' information.

Risk: 87.2%AI: 95EstimatedTime: 5%

Prepare and analyze samples, such as Papanicolaou (PAP) smear body fluids and fine needle aspirations (FNAs), to detect abnormal conditions.

Risk: 55.0%AI: 70EstimatedTime: 20%

Maintain effective laboratory operations by adhering to standards of specimen collection, preparation, or laboratory safety.

Risk: 69.2%AI: 50EstimatedTime: 5%

Examine specimens, using microscopes, to evaluate specimen quality.

Risk: 46.1%AI: 47.77ObservedTime: 10%

Assist pathologists or other physicians to collect cell samples by fine needle aspiration (FNA) biopsy or other method.

Risk: 11.0%AI: 5EstimatedTime: 5%

Assign tasks or coordinate task assignments to ensure adequate performance of laboratory activities.

Risk: 35.0%AI: 50EstimatedTime: 5%

Adjust, maintain, or repair laboratory equipment, such as microscopes.

Risk: 13.0%AI: 10EstimatedTime: 3%

Prepare cell samples by applying special staining techniques, such as chromosomal staining, to differentiate cells or cell components.

Risk: 65.0%AI: 80EstimatedTime: 5%

Attend continuing education programs that address laboratory issues.

Risk: 49.2%AI: 0EstimatedTime: 2%

Perform karyotyping or organizing of chromosomes according to standardized ideograms.

Risk: 87.2%AI: 95EstimatedTime: 2%

Examine specimens to detect abnormal hormone conditions.

Risk: 42.0%AI: 37.5ObservedTime: 5%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Cytotechnologists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

Courserabeginner

Google Technical Writing

by Google

12 hoursFree4.7Certificate
Addresses vulnerability: Reading Comprehension

Estimated Impact

-7.1pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.5pt risk

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

+0.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Bachelor's Degree38%
Master's Degree62%

Prior Experience Needed

Work experience required to enter this job

None62%
3-6 months4%
6 months - 1 year15%
1-2 years12%
4-6 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

None19%
Up to 1 month15%
1-3 months19%
3-6 months31%
6 months - 1 year15%

Related News

Recent articles about AI affecting this occupation

1 articles

New zero-training pathology AI automates cancer slide analysis

HKUST researchers launched a diagnostic system capable of identifying multiple cancer types from raw slides without prior fine-tuning. This zero-shot capability could drastically reduce the routine visual workload for clinical pathologists.

MobiHealthNews2d ago

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis