JOB REPORT / 29-2011 · 74 TASKS

Medical and Clinical Laboratory Technologists.

Can AI do the work of Medical and Clinical Laboratory Technologists?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

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How many tasks do you use AI to assist with at work?

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The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

Count numbers of chromosomes and identify the structural abnormalities…
Arrange and attach chromosomes in numbered pairs on karyotype…
Document specimens by verifying patients' and specimens' information

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A guided certificate program in AI-assisted Medical and Clinical Laboratory Technologists work. It covers the 53 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

53 of 74 tasks reviewed

This job has 74 core tasks. We went through 53 of them, one at a time.

Task by task, from the work Medical and Clinical Laboratory Technologists actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Count numbers of chromosomes and identify the structural abnormalities by viewing culture slides through microscopes, light microscopes, or photomicroscopes.
AI DOES
Scans digital slide images to count chromosomes and flag potential structural changes
YOU DO
Confirm ambiguous findings and apply clinical context to borderline abnormalities
TASK 02
Arrange and attach chromosomes in numbered pairs on karyotype charts, using standard genetics laboratory practices and nomenclature, to identify normal or abnormal chromosomes.
AI DOES
Sorts and pairs chromosome images, flags likely abnormalities, and pre-fills karyotype charts
YOU DO
Confirm subtle structural changes, poor-quality spreads, and rare variants that software misreads
TASK 03
Document specimens by verifying patients' and specimens' information.
AI DOES
Auto-checks patient IDs, flags mismatches, and pre-fills documentation fields
YOU DO
Verify final accuracy and own accountability for specimen integrity
TASK 04
Input details of specimen processing, analysis, and technical issues into logs or laboratory information systems (LIS).
AI DOES
Drafts log entries, suggests standard codes, and auto-populates repetitive fields in the LIS
YOU DO
Verify every detail is accurate and flag unusual technical issues that need expert judgment
TASK 05
Enter data from analysis of medical tests or clinical results into computer for storage.
AI DOES
Reads test results and fills in data fields automatically
YOU DO
Verify every entry is correct before it becomes part of a patient record
TASK 06
Input details of specimens into logs or computer systems.
AI DOES
Auto-fills specimen data fields, flags missing info, and formats entries into lab systems
YOU DO
Verify accuracy of specimen labels and catch real-world errors before they enter the record
TASK 07
Create chromosome images using computer imaging systems.
AI DOES
Auto-captures, enhances, and arranges chromosome images using built-in imaging software
YOU DO
Verify image quality and catch artifacts that software misreads
TASK 08
Compile and maintain records of preventive maintenance and instrument performance checks according to schedule and regulations.
AI DOES
Auto-fills log templates, tracks schedules, flags overdue checks, and formats records for compliance
YOU DO
Verify actual instrument performance with your own hands and judgment before signing off
TASK 09
Archive case documentation and study materials as required by regulations and laws.
AI DOES
Sorts, labels, and organizes digital case files to match regulatory filing rules
YOU DO
Confirm compliance standards are met and handle any physical lab materials
TASK 10
Establish or monitor quality assurance programs or activities to ensure the accuracy of laboratory results.
AI DOES
Monitors data patterns, flags outliers, and drafts QA reports
YOU DO
Investigate failures, apply lab expertise, and take accountability for patient safety
TASK 11
Communicate to responsible parties unacceptable specimens and suggest remediation for future submissions.
AI DOES
Drafts rejection emails and suggests standard remediation steps based on specimen type and failure reason
YOU DO
Verify the technical findings and tailor the message to the specific lab situation
TASK 12
Identify appropriate methods of specimen collection, preservation, or transport.
AI DOES
Retrieves and summarizes standard protocols for collection, preservation, and transport based on specimen type
YOU DO
Apply hands-on judgment to the actual specimen, patient context, and lab-specific conditions
TASK 13
Describe chromosome, FISH and aCGH analysis results in International System of Cytogenetic Nomenclature (ISCN) language.
AI DOES
Checks ISCN syntax, suggests notation formats, and flags common errors in written descriptions
YOU DO
Verify that notation matches what you actually saw under the microscope or in the data
TASK 14
Recognize and report abnormalities in the color, size, shape, composition, or pattern of cells.
AI DOES
Scans cell images and highlights suspicious patterns, colors, or shapes for review
YOU DO
Confirm subtle findings, apply patient history, and take responsibility for the final report
TASK 15
Provide patient clinical data or microscopic findings to assist pathologists in the preparation of pathology reports.
AI DOES
Drafts structured summaries of clinical data and flags common microscopic patterns from digital slide images
YOU DO
Verify findings on actual slides and apply clinical judgment before reporting to the pathologist
TASK 16
Examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.
AI DOES
Scans slide images and highlights cells that look unusual in color, shape, or size
YOU DO
Make the final judgment on borderline or complex patterns that need deep expertise
TASK 17
Examine chromosomes found in biological specimens to detect abnormalities.
AI DOES
Scans chromosome images and highlights possible abnormalities for review
YOU DO
Verify every finding with expert eyes and take responsibility for clinical decisions
TASK 18
Analyze chromosomes found in biological specimens to aid diagnoses and treatments for genetic diseases such as congenital disabilities, fertility problems, and hematological disorders.
AI DOES
Scans chromosome images for abnormalities and highlights regions of interest
YOU DO
Apply clinical expertise to confirm findings and connect them to a patient's full medical picture
TASK 19
Summarize test results and report to appropriate authorities.
AI DOES
Drafts report text, flags abnormal findings, and formats result summaries
YOU DO
Verify accuracy, apply clinical context, and sign off on official reports
TASK 20
Develop and implement training programs for trainees, medical students, resident physicians or post-doctoral fellows.
AI DOES
Drafts lesson plans, quizzes, slide decks, and training schedules
YOU DO
Mentor trainees in person and adapt teaching to each learner's needs
TASK 21
Develop, implement, and monitor quality control and quality assurance programs to ensure accurate and precise test performance and reports.
AI DOES
Drafts QC protocols, flags data trends, and generates compliance reports
YOU DO
Own the final judgment on test accuracy and lab-specific decisions
TASK 22
Determine optimal time sequences and methods for manual or robotic cell harvests.
AI DOES
Suggests harvest timing windows and compares protocol options based on published data
YOU DO
Trust your eyes and training to read culture conditions and adjust in the moment
TASK 23
Assign tasks or coordinate task assignments to ensure adequate performance of laboratory activities.
AI DOES
Drafts task schedules, flags staffing gaps, and tracks workload distribution
YOU DO
Read the room — judge staff capacity, urgency, and quality needs in the moment
TASK 24
Examine specimens to detect abnormal hormone conditions.
AI DOES
Pre-screens slide images and highlights regions of interest for review
YOU DO
Confirm findings with clinical context and hands-on microscope expertise
TASK 25
Select appropriate culturing system or procedure based on specimen type and reason for referral.
AI DOES
Suggests matching culture protocols based on specimen type and referral reason from established guidelines
YOU DO
Assess actual sample quality and apply lab-specific experience before committing to a procedure
TASK 26
Select banding methods to permit identification of chromosome pairs.
AI DOES
Recommends banding protocols based on sample type and clinical question
YOU DO
Judge sample quality and adapt the method to real lab conditions
TASK 27
Compile materials for distribution to pathologists, such as surgical working drafts, requisitions, and slides.
AI DOES
Sorts digital requisitions, checks checklists, and flags incomplete packets
YOU DO
Physically gather, verify, and hand off slides and paper documents in the lab
TASK 28
Evaluate appropriateness of received specimens for requested tests.
AI DOES
Checks intake data against test requirements and flags common mismatches
YOU DO
Physically inspect the specimen and apply clinical judgment about real-world quality
TASK 29
Prepare and analyze samples, such as Papanicolaou (PAP) smear body fluids and fine needle aspirations (FNAs), to detect abnormal conditions.
AI DOES
Scans digital slide images and highlights potentially abnormal cells for review
YOU DO
Physically prepare specimens, confirm subtle findings, and apply clinical context to each unique case
TASK 30
Collect and study blood samples to determine the number of cells, their morphology, or their blood group, blood type, or compatibility for transfusion purposes, using microscopic techniques.
AI DOES
Reads digital microscope images, counts cells, and flags unusual morphology patterns
YOU DO
Physically collect samples, operate equipment, and make final clinical judgments on patient safety
TASK 31
Select appropriate methods of preparation and storage of media to maintain potential of hydrogen (pH), sterility, or ability to support growth.
AI DOES
Suggests storage conditions, retrieves preparation protocols, and flags common pH or contamination risks
YOU DO
Apply sensory checks, adapt to real lab conditions, and take responsibility for sterility decisions
TASK 32SOURCE-BACKED TASK
Develop, standardize, evaluate, or modify procedures, techniques, or tests used in the analysis of specimens or in medical laboratory experiments.
AI DOES
Drafts procedures and suggests protocol modifications
YOU DO
Validate safety and clinical relevance
About this analysis
50% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 33
Operate, calibrate, or maintain equipment used in quantitative or qualitative analysis, such as spectrophotometers, calorimeters, flame photometers, or computer-controlled analyzers.
AI DOES
Flags calibration drift, logs maintenance records, and helps troubleshoot error codes
YOU DO
Stay physically present to handle, adjust, and verify real lab equipment
TASK 34
Supervise, train, or direct lab assistants, medical and clinical laboratory technicians or technologists, or other medical laboratory workers engaged in laboratory testing.
AI DOES
Drafts training materials, tracks staff performance data, and suggests feedback talking points
YOU DO
Show up, watch people work, and build the trust that makes a team run well
TASK 35
Supervise histology laboratory activities.
AI DOES
Flags scheduling conflicts, tracks quality metrics, and surfaces workflow bottlenecks
YOU DO
Stay present on the lab floor to guide staff, catch safety issues, and make real-time decisions
TASK 36
Supervise subordinate laboratory staff.
AI DOES
Drafts schedules, tracks performance data, and flags training gaps
YOU DO
Build real relationships and make judgment calls about people
TASK 37SOURCE-BACKED TASK
Analyze laboratory findings to check the accuracy of the results.
AI DOES
Flags outliers and cross-checks normal ranges
YOU DO
Judge clinical context and order retests
About this analysis
43% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 38
Examine specimens, using microscopes, to evaluate specimen quality.
AI DOES
Flags blurry or low-quality digital slide images automatically
YOU DO
Use your trained eyes and judgment at the microscope to catch subtle quality problems
TASK 39
Maintain effective laboratory operations by adhering to standards of specimen collection, preparation, or laboratory safety.
AI DOES
Helps track safety checklists, flags protocol gaps, and organizes documentation
YOU DO
Physically handle specimens, enforce real-time safety, and adapt to unexpected lab conditions
TASK 40
Cultivate, isolate, or assist in identifying microbial organisms or perform various tests on these microorganisms.
AI DOES
Helps read culture images, flags unusual patterns, and suggests identification pathways
YOU DO
Handle specimens, operate equipment, and make final organism identification calls
TASK 41
Prepare substances, such as reagents and dilution, and stains for histological specimens according to protocols.
AI DOES
Helps look up protocols, calculate dilutions, and flag preparation errors
YOU DO
Physically measure, mix, and verify each reagent in the lab
TASK 42
Examine slides under microscopes to ensure tissue preparation meets laboratory requirements.
AI DOES
Scans digital slide images and highlights potential artifacts or staining problems
YOU DO
Trust your trained eye to catch subtle prep flaws AI tools still miss
TASK 43SOURCE-BACKED TASK
Communicate test results or technical information to patients, physicians, family members, or researchers.
AI DOES
Drafts clear summaries of complex test data
YOU DO
Deliver with empathy and answer concerns
About this analysis
36% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 44
Conduct chemical analysis of body fluids, including blood, urine, or spinal fluid, to determine presence of normal or abnormal components.
AI DOES
Flags abnormal values and helps interpret patterns in lab results
YOU DO
Handle specimens, operate instruments, and verify quality control in the physical lab
TASK 45
Perform tests by following physician instructions.
AI DOES
Helps look up test protocols and flags unusual results in digital images
YOU DO
Handle physical specimens and run equipment with careful, trained hands
TASK 46
Operate computerized laboratory equipment to dehydrate, decalcify, or microincinerate tissue samples.
AI DOES
Monitors equipment logs, flags process errors, and helps optimize run settings
YOU DO
Load samples, run the equipment, and respond to real-time physical conditions in the lab
TASK 47
Prepare or use prepared tissue specimens for teaching, research or diagnostic purposes.
AI DOES
Helps identify tissue structures in digital slide images and assists with labeling or cataloging specimens
YOU DO
Handle the physical cutting, staining, and mounting steps that require trained hands and eyes in the lab
TASK 48SOURCE-BACKED TASK
Identify tissue structures or cell components to be used in the diagnosis, prevention, or treatment of diseases.
AI DOES
Flags abnormal patterns in tissue samples
YOU DO
Interpret context and confirm diagnosis
About this analysis
30% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 49
Apply prepared specimen and control to appropriate grid, run instrumentation, and produce analyzable results.
AI DOES
Helps monitor instrument output and flags unusual result patterns
YOU DO
Keep doing the hands-on specimen handling and instrument operation that requires physical presence
TASK 50
Resolve problems with laboratory equipment and instruments, such as microscopes, mass spectrometers, microtomes, immunostainers, tissue processors, embedding centers, and water baths.
AI DOES
Suggests possible causes and troubleshooting steps based on error descriptions
YOU DO
Physically inspect, adjust, and repair the actual equipment in the lab
TASK 51SOURCE-BACKED TASK
Provide technical information about test results to physicians, family members, or researchers.
AI DOES
Summarizes test data and suggests key points
YOU DO
Translate complexity with care and context
About this analysis
9% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 52SOURCE-BACKED TASK
Analyze samples of biological material for chemical content or reaction.
AI DOES
Identifies patterns and suggests possible compounds
YOU DO
Interpret results and validate findings
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 53SOURCE-BACKED TASK
Teach students or other staff.
AI DOES
Creates lesson plans and practice materials
YOU DO
Connect with students and adapt in real time
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Your job, task by task.

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

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

Document specimens by verifying patients' and specimens' information.

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

Enter data from analysis of medical tests or clinical results into computer for storage.

Input details of specimens into logs or computer systems.

Create chromosome images using computer imaging systems.

Compile and maintain records of preventive maintenance and instrument performance checks according to schedule and regulations.

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

Establish or monitor quality assurance programs or activities to ensure the accuracy of laboratory results.

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

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

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

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

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

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

Examine chromosomes found in biological specimens to detect abnormalities.

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

Summarize test results and report to appropriate authorities.

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.

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

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

Examine specimens to detect abnormal hormone conditions.

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

Select banding methods to permit identification of chromosome pairs.

Compile materials for distribution to pathologists, such as surgical working drafts, requisitions, and slides.

Evaluate appropriateness of received specimens for requested tests.

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

Collect and study blood samples to determine the number of cells, their morphology, or their blood group, blood type, or compatibility for transfusion purposes, using microscopic techniques.

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

Develop, standardize, evaluate, or modify procedures, techniques, or tests used in the analysis of specimens or in medical laboratory experiments.

Operate, calibrate, or maintain equipment used in quantitative or qualitative analysis, such as spectrophotometers, calorimeters, flame photometers, or computer-controlled analyzers.

Supervise, train, or direct lab assistants, medical and clinical laboratory technicians or technologists, or other medical laboratory workers engaged in laboratory testing.

Supervise histology laboratory activities.

Supervise subordinate laboratory staff.

Analyze laboratory findings to check the accuracy of the results.

Examine specimens, using microscopes, to evaluate specimen quality.

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

Cultivate, isolate, or assist in identifying microbial organisms or perform various tests on these microorganisms.

Prepare substances, such as reagents and dilution, and stains for histological specimens according to protocols.

Examine slides under microscopes to ensure tissue preparation meets laboratory requirements.

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

Conduct chemical analysis of body fluids, including blood, urine, or spinal fluid, to determine presence of normal or abnormal components.

Perform tests by following physician instructions.

Operate computerized laboratory equipment to dehydrate, decalcify, or microincinerate tissue samples.

Prepare or use prepared tissue specimens for teaching, research or diagnostic purposes.

Identify tissue structures or cell components to be used in the diagnosis, prevention, or treatment of diseases.

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

Resolve problems with laboratory equipment and instruments, such as microscopes, mass spectrometers, microtomes, immunostainers, tissue processors, embedding centers, and water baths.

Provide technical information about test results to physicians, family members, or researchers.

Analyze samples of biological material for chemical content or reaction.

Teach students or other staff.

Practice AI.Use your judgment.

Practice AI.
Use your judgment.