Home › Healthcare Practitioners › Medical and Clinical Laboratory Technologists

How a medical / clinical laboratory technologist can use AI, task by task

O*NET 29-2011.00: Medical and Clinical Laboratory Technologists15 tasksJob Zone 4: Considerable preparation

Perform complex medical laboratory tests for diagnosis, treatment, and prevention of disease. May train or supervise staff.

Your job title Type your own title and every prompt on this page updates to match. Also called: Clinical Chemist, Clinical Laboratory Scientist (CLS), Clinical Laboratory Technologist, Histologist Technologist, Lab Tech (Laboratory Technologist), Medical Lab Technologist (Medical Laboratory Technologist), Medical Technologist (MT), Microbiology Technologist (MT), MLS (Medical Laboratory Scientist), Technologist.

Where AI fits in this job

AI-ready 0%AI-assist 29%Stays human 71%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 4 AI-assist and 11 human-led tasks out of 15. This measures where AI can help, not whether the job will disappear.

Information & paperwork

Thinking & planning

People & communication

Leading & teaching

Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

Analyze laboratory findings to check the accuracy of the results.Crunch the numbers · Several times a day
Enter data from analysis of medical tests or clinical results into computer for storage.Handle the admin · Hourly or more
Establish or monitor quality assurance programs or activities to ensure the accuracy of laboratory results.Write it up · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

Analyze samples of biological material for chemical content or reaction.Hands-on work · Hourly or more
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.Hands-on work · Several times a day
Set up, clean, and maintain laboratory equipment.Hands-on care · Several times a day

Skills to build & where you could move ↓

AI can draft these 0

AI produces a usable first pass. You review it, fix it and own it.

None of this job's tasks are here.

AI can help you prep these 4

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Analyze laboratory findings to check the accuracy of the results.

Several times a day

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a medical / clinical laboratory technologist. Part of my job is to analyze laboratory findings to check the accuracy of the results.

Context: We use Microsoft Excel and Laboratory information system LIS; the work draws on chemistry, biology and medicine and dentistry.
Test: [assay or slide prep]
Results and QC: [paste control values, results]

Check QC rules, flag suspect results, and suggest reruns or causes. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Lab result accuracy check

Step 1Pick a real example: the next time you analyze laboratory findings to check the accuracy.

Step 2Fill in [Test] and [Results and QC] with the real details, then run the prompt.

Step 3Confirm any flag against your QC rules before releasing results.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.8/5 · core task · O*NET work activity: Analyze laboratory findings..

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

Hourly or more

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a medical / clinical laboratory technologist. Part of my job is to enter data from analysis of medical tests or clinical results into computer for storage.

Context: We use MEDITECH software and eClinicalWorks EHR software.
Treatment type: [general]
Required fields: [progress, response]

Design a charting template. No patient details. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Charting template

Step 1Pick a real example: the next time you enter data (today).

Step 2Fill in [Treatment type] and [Required fields] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.8/5 · core task · O*NET work activity: Enter patient or treatment data into computers..

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

Daily

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a medical / clinical laboratory technologist. Part of my job is to establish or monitor quality assurance programs or activities to ensure the accuracy of laboratory results.

Context: We use MEDITECH software and eClinicalWorks EHR software.
Area: [imaging quality, medication, procedures]
Risks: [what could go wrong]
Standards: [regulations, accreditation]

Draft a procedure with purpose, steps, responsibilities, checks and documentation. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Quality and safety procedure

Step 1Pick a real example: the next time you establish or monitor quality assurance programs or activities (today).

Step 2Fill in [Area], [Risks] and [Standards] with the real details, then run the prompt.

Step 3Pilot it for a month before finalizing.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.7/5 · core task · O*NET work activity: Develop healthcare quality and safety procedures..

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

Monthly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a medical / clinical laboratory technologist. Part of my job is to develop, standardize, evaluate, or modify procedures, techniques, or tests used in the analysis of specimens or in medical laboratory experiments.

Context: We use Microsoft Project and Microsoft Excel; the work draws on chemistry, biology and medicine and dentistry.
Procedure: [therapy, compounding, labeling]
Guidelines: [standards that apply]

Draft a protocol with steps, precautions and documentation. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Draft a protocol

Step 1Pick a real example: the next time you develop, standardize, evaluate, or modify procedures, techniques and tests used.

Step 2Fill in [Procedure] and [Guidelines] with the real details, then run the prompt.

Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.3/5 · core task · O*NET work activity: Determine protocols for medical procedures..

These stay human 11

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: constant contact with others · Frequency of decisions: once a week or more but not every day · Using hands on tools and objects: more than half the time

Analyze samples of biological material for chemical content or reaction.

Hourly or more

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to analyze samples of biological material for chemical content or reaction.

Context: The work draws on chemistry, biology and medicine and dentistry.
Specimen and test: [sample type, test method]
Protocol: [lab SOP key steps]

Make a step checklist with quality controls, common errors and abnormal findings to flag. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Specimen analysis refresher

Step 1Pick a real example: the next time you analyze samples of biological material (today).

Step 2Fill in [Specimen and test] and [Protocol] before your next run.

Step 3Use the error list as a self-check on your next batch. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.8/5 · core task · O*NET work activity: Analyze laboratory specimens to detect abnormalities or other problems..

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.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to 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.

Context: The work draws on chemistry, biology and medicine and dentistry.
Specimen: [blood, urine, tissue, swab]
Protocol: [your facility's steps]

Make a checklist: identification, collection, labelling, storage and transport. No patient details. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Specimen collection refresher

Step 1Pick a real example: the next time you collect and study blood samples.

Step 2Fill in [Specimen] and [Protocol] with the real details, then run the prompt.

Step 3Compare every step with your facility protocol.

Importance 4.7/5 · core task · O*NET work activity: Collect biological specimens from patients.. Also involves: Analyze laboratory specimens to detect abnormalities or other problems..

Set up, clean, and maintain laboratory equipment.

Several times a day

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Where AI still helps: AI can help around the care: plain-language explanations for patients, study and revision, checklists and paperwork drafts. Use only tools your employer has approved for health information.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to set up, clean, and maintain laboratory equipment.

Context: The work draws on chemistry, biology and medicine and dentistry.
Equipment: [microscopes, analyzers]
Tasks: [cleaning, calibration]

List routine and logs. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Lab equipment upkeep

Step 1Pick a real example: the next time you set up.

Step 2Fill in [Equipment] and [Tasks] with the real details, then run the prompt.

Step 3Record maintenance per your lab's QA rules.

Importance 4.7/5 · core task · O*NET work activity: Maintain medical laboratory equipment.. Also involves: Clean medical equipment or facilities.; Prepare medical supplies or equipment for use..

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

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to conduct chemical analysis of body fluids, including blood, urine, or spinal fluid, to determine presence of normal or abnormal components.

Context: The work draws on chemistry, biology and medicine and dentistry.
Specimen and test: [sample type, test method]
Protocol: [lab SOP key steps]

Make a step checklist with quality controls, common errors and abnormal findings to flag. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Specimen analysis refresher

Step 1Pick a real example: the next time you conduct chemical analysis of body fluids.

Step 2Fill in [Specimen and test] and [Protocol] before your next run.

Step 3Use the error list as a self-check on your next batch. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.8/5 · core task · O*NET work activity: Analyze laboratory specimens to detect abnormalities or other problems..

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

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to operate, calibrate, or maintain equipment used in quantitative or qualitative analysis, such as spectrophotometers, calorimeters, flame photometers, or computer-controlled analyzers.

Context: The work draws on chemistry, biology and medicine and dentistry.
Analyzer: [type]
Tests: [describe]

List calibration, QC and run steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Clinical analyzer operation

Step 1Pick a real example: the next time you operate, calibrate, or maintain equipment used.

Step 2Fill in [Analyzer] and [Tests] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.7/5 · core task · O*NET work activity: Operate laboratory equipment to analyze medical samples.. Also involves: Maintain medical laboratory equipment..

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

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to supervise, train, or direct lab assistants, medical and clinical laboratory technicians or technologists, or other medical laboratory workers engaged in laboratory testing.

Context: The work draws on chemistry, biology and medicine and dentistry.
Team: [lab techs, residents]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising technical medical staff

Step 1Pick a real example: the next time you supervise, train, or direct lab assistants and medical and clinical laboratory technicians (today).

Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.

Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.7/5 · core task · O*NET work activity: Supervise technical medical personnel.. Also involves: Train medical providers..

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

Daily

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to provide technical information about test results to physicians, family members, or researchers.

Context: The work draws on chemistry, biology and medicine and dentistry.
Conversation: [treatment plan, medication advice, costs; no patient details]
Who: [patient, family]

Help me explain it clearly: key points, plain words for medical terms, questions they may ask, and how to check understanding. Then play the patient so I can practice.

10-minute exercise: Discussing treatment information

Step 1Pick a real example: the next time you provide technical information about test results (today). Leave out names and identifying details.

Step 2Fill in [Conversation] and [Who] with the real details, then run the prompt.

Step 3Use teach-back in the real conversation to check understanding.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 4.3/5 · core task · O*NET work activity: Communicate detailed medical information to patients or family members.. Also involves: Communicate test or assessment results to medical professionals..

Select and prepare specimens and media for cell cultures, using aseptic technique and knowledge of medium components and cell requirements.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to select and prepare specimens and media for cell cultures, using aseptic technique and knowledge of medium components and cell requirements.

Context: The work draws on chemistry, biology and medicine and dentistry.
Specimen: [tissue, cells, slides]
Method: [staining, mounting, culture]

List prep steps, QC checks and common errors. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Specimen prep for analysis

Step 1Pick a real example: the next time you select and prepare specimens and media (today).

Step 2Fill in [Specimen] and [Method] with the real details, then run the prompt.

Step 3Compare every step with your validated SOP.

Importance 4.6/5 · core task · O*NET work activity: Prepare biological specimens for laboratory analysis..

Obtain, cut, stain, and mount biological material on slides for microscopic study and diagnosis, following standard laboratory procedures.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to obtain, cut, stain, and mount biological material on slides for microscopic study and diagnosis, following standard laboratory procedures.

Context: The work draws on chemistry, biology and medicine and dentistry.
Specimen: [tissue, cells, slides]
Method: [staining, mounting, culture]

List prep steps, QC checks and common errors. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Specimen prep for analysis

Step 1Pick a real example: the next time you obtain, cut, stain, and mount biological material (today).

Step 2Fill in [Specimen] and [Method] with the real details, then run the prompt.

Step 3Compare every step with your validated SOP.

Importance 4.5/5 · core task · O*NET work activity: Prepare biological specimens for laboratory analysis.. Also involves: Collect biological specimens from patients..

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

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to cultivate, isolate, or assist in identifying microbial organisms or perform various tests on these microorganisms.

Context: The work draws on chemistry, biology and medicine and dentistry.
Organism: [bacteria, fungi]
Media and conditions: [describe]

List aseptic technique, incubation and contamination checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Culture work refresher

Step 1Pick a real example: the next time you cultivate, isolate, or assist in identifying microbial organisms (today).

Step 2Fill in [Organism] and [Media and conditions] with the real details, then run the prompt.

Step 3Follow your lab's biosafety rules over anything here.

Importance 4.5/5 · O*NET work activity: Cultivate micro-organisms for study, testing, or medical preparations.. Also involves: Analyze laboratory specimens to detect abnormalities or other problems.; Prepare biological specimens for laboratory analysis..

Harvest cell cultures at optimum time, based on knowledge of cell cycle differences and culture conditions.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to harvest cell cultures at optimum time, based on knowledge of cell cycle differences and culture conditions.

Context: The work draws on chemistry, biology and medicine and dentistry.
Specimen: [blood, urine, tissue, swab]
Protocol: [your facility's steps]

Make a checklist: identification, collection, labelling, storage and transport. No patient details. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Specimen collection refresher

Step 1Pick a real example: the next time you harvest cell cultures.

Step 2Fill in [Specimen] and [Protocol] with the real details, then run the prompt.

Step 3Compare every step with your facility protocol.

Importance 4.0/5 · O*NET work activity: Collect biological specimens from patients..

Get the full prompt pack for Medical and Clinical Laboratory Technologists

Every task, prompt and 10-minute exercise on this page in one PDF, formatted to print or keep on your desktop. Free.

Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

Critical Thinkingimportance 4.0/5
Used in: Analyzing Data or Information
Reading Comprehensionimportance 3.8/5
Used in: Analyzing Data or Information
Operations Monitoringimportance 3.6/5
Used in: Repairing and Maintaining Mechanical Equipment
Active Listeningimportance 3.9/5
Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

Complex Problem Solvingimportance 3.4/5
Used in: Working with Computers
Systems Analysisimportance 2.8/5
Used in: Working with Computers
Judgment and Decision Makingimportance 3.1/5
Used in: Making Decisions and Solving Problems
Systems Evaluationimportance 2.8/5
Used in: Making Decisions and Solving Problems

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Chemists56% human-led · Same preparation · $91,240/yr · usually bachelor's degree
Skills to build: Mathematics, Writing, Complex Problem Solving
Nurse Anesthetists81% human-led · Needs more preparation · $236,590/yr · usually doctoral degree
Skills to build: Complex Problem Solving, Service Orientation, Coordination
Nanotechnology Engineering Technologists and Technicians56% human-led · Same preparation · $66,120/yr · usually doctoral degree
Skills to build: Repairing, Systems Analysis, Troubleshooting
Microbiologists51% human-led · Same preparation · $87,990/yr · usually bachelor's degree
Skills to build: Writing, Active Learning, Reading Comprehension

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 0 AI-assist, 1 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Conduct blood typing and antibody screening.

New in O*NET

Hands-on care. AI only helps with prep, explanations and paperwork.

Show prep prompt & steps

Prep prompt

I work as a medical / clinical laboratory technologist. Part of my job is to conduct blood typing and antibody screening.

Context: The work draws on chemistry, biology and medicine and dentistry.
Assistance: [communication, typing, tasks]
Client: [general]

List steps and tips. Keep it free of any patient details, add plain-language wording I can use with people, and list the warning signs that mean I should escalate.

10-minute exercise: Special needs assistance

Step 1Pick a real example: the next time you conduct blood typing and antibody.

Step 2Fill in [Assistance] and [Client] with the real details, then run the prompt.

Step 3Compare it line by line with your protocol. Your protocol always wins.

New O*NET task (08/2025). O*NET hasn't linked it to work activities yet, so it was labelled by hand.

Getting into this job

Bachelor's degree is most common (52% of workers)

Certificate or some college 2%
Associate's 32%
Bachelor's 66%

On-the-job training: 3–6 months
Related experience: 6–12 months
Professional certification: important (4.2/5)

What workers in this job report, from O*NET surveys (typical values). Some of these estimates are lower precision.

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

eClinicalWorks EHR softwareMEDITECH softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft PowerPointMicrosoft ProjectMicrosoft Word