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How a bioinformatics technician can use AI, task by task

O*NET 15-2099.01: Bioinformatics TechniciansMedian pay $81,490/year (BLS, May 2025)19 tasksJob Zone 4: Considerable preparation

Apply principles and methods of bioinformatics to assist scientists in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. Apply bioinformatics tools to visualize, analyze, manipulate or interpret molecular data. May build and maintain databases for processing and analyzing genomic or other biological information.

Your job title Type your own title and every prompt on this page updates to match. Also called: Biocurator, Bioinformatics Analyst, Bioinformatics Data Analyst, Bioinformatics Specialist, Biotechnician, Research Scientist, Research Specialist, Scientific Informatics Analyst.

Where AI fits in this job

AI-ready 54%AI-assist 46%Stays human 0%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 10 AI-ready, 9 AI-assist and 0 human-led tasks out of 19. 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.

Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities.Coordinate & message · Weekly
Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.Crunch the numbers · Weekly
Conduct quality analyses of data inputs and resulting analyses or predictions.Crunch the numbers · Weekly

💪 Lean into these

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

None of this job's listed tasks fall in this group.

Skills to build & where you could move ↓

AI can draft these 10

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

Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.

Weekly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 61% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.

Context: We use SAS and The MathWorks MATLAB; the work draws on biology, computers and electronics and mathematics.
Data: [paste]
Question: [rates, reserves, performance]

Analyze and explain. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Operational data analysis

Step 1Pick a real example: the next time you analyze or manipulate bioinformatics data (this week).

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

Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 3.9/5 · core task · O*NET work activity: Analyze operational or research data..

Conduct quality analyses of data inputs and resulting analyses or predictions.

Weekly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 55% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to conduct quality analyses of data inputs and resulting analyses or predictions.

Context: We use SAS and The MathWorks MATLAB; the work draws on biology, computers and electronics and mathematics.
Data: [paste]
Question: [rates, reserves, performance]

Analyze and explain. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Operational data analysis

Step 1Pick a real example: the next time you conduct quality analyses of data inputs and resulting analyses (this week).

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

Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 4.0/5 · core task · O*NET work activity: Analyze operational or research data..

Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.

Weekly

AI handles forms, records and routine paperwork for you to verify.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 59% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.

Context: We use SAP software and Microsoft SharePoint.
Data: [sales, records]
System: [software]

Design an entry template and checks. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Data entry template

Step 1Pick a real example: the next time you enter or retrieve information (this week).

Step 2Fill in [Data] and [System] 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 3.8/5 · O*NET work activity: Enter information into databases or software programs.. Also involves: Search files, databases or reference materials to obtain needed information..

Write computer programs or scripts to be used in querying databases.

Weekly

AI writes, explains and tests code you review.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 68% of those conversations; the rest were back-and-forth with the person. This label was updated from real usage data.

Show prompt & steps

AI coding assistants can write, explain, test and refactor code from a plain description. You review, test and own what ships.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to write computer programs or scripts to be used in querying databases.

Context: We use C and Ruby; the work draws on biology, computers and electronics and mathematics.
App: [purpose, users]
Features: [list]
Stack: [tools]

Plan the structure and write starter code with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Build an app or site

Step 1Pick a real example: the next time you write computer programs or scripts (this week).

Step 2Fill in [App], [Features] and [Stack] with the real details, then run the prompt.

Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 4.1/5 · O*NET work activity: Develop computer or online applications..

Document all database changes, modifications, or problems.

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to document all database changes, modifications, or problems.

Context: We use Microsoft SharePoint and Microsoft Word.
Records: [orders, archives]
Needs: [retrieval, audit]

Draft a record format and filing scheme. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Operational record keeping

Step 1Pick a real example: the next time you document all database changes, modifications and problems.

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

Step 3Check every fact, name and number against your source before it goes anywhere.

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

Importance 3.5/5 · core task · O*NET work activity: Maintain operational records..

Create data management or error-checking procedures and user manuals.

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to create data management or error-checking procedures and user manuals.

Context: We use Microsoft SharePoint and Microsoft Word.
Data process: [analysis, error checking]
Users: [describe]

Draft procedures and a user manual section. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Data procedure manual

Step 1Pick a real example: the next time you create data management or error-checking procedures and user manuals.

Step 2Fill in [Data process] and [Users] with the real details, then run the prompt.

Step 3Test the procedure on a real dataset.

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

Importance 3.2/5 · core task · O*NET work activity: Develop data analysis or data management procedures..

Maintain awareness of new and emerging computational methods and technologies.

Monthly

AI is a patient tutor for new rules and techniques.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to maintain awareness of new and emerging computational methods and technologies.

Context: The work draws on biology, computers and electronics and mathematics.
Tool or topic: [software, method]
My level: [beginner, intermediate]

Teach me in 5 short lessons with exercises, then quiz me. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Learn a new tool

Step 1Pick a real example: the next time you maintain awareness of new and emerging computational methods.

Step 2Fill in [Tool or topic] and [My level] with the real details, then run the prompt.

Step 3Use the tool on a real task.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 3.4/5 · core task · O*NET work activity: Maintain current knowledge related to work activities..

Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.

Monthly

AI walks through likely causes and fixes.

Show prompt & steps

Describe the symptoms and error messages and AI walks you through likely causes and step-by-step fixes, most likely first.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.

Context: We use Linux; the work draws on biology, computers and electronics and mathematics.
System: [application, telehealth]
Symptoms: [errors, logs]

List likely causes and tests. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Application troubleshooting

Step 1Pick a real example: the next time you perform routine system administrative functions.

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

Step 3Test the most likely cause first, and stop at anything it flags as a safety risk.

Never follow AI repair steps that bypass safety procedures, lockout/tagout or manufacturer guidance.

Importance 3.2/5 · O*NET work activity: Troubleshoot issues with computer applications or systems.. Also involves: Create electronic data backup to prevent loss of information..

Develop or apply data mining and machine learning algorithms.

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to develop or apply data mining and machine learning algorithms.

Context: We use Microsoft SharePoint and Microsoft Word.
Data process: [analysis, error checking]
Users: [describe]

Draft procedures and a user manual section. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Data procedure manual

Step 1Pick a real example: the next time you develop or apply data.

Step 2Fill in [Data process] and [Users] with the real details, then run the prompt.

Step 3Test the procedure on a real dataset.

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

Importance 3.7/5 · O*NET work activity: Develop data analysis or data management procedures..

Package bioinformatics data for submission to public repositories.

Monthly

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to package bioinformatics data for submission to public repositories.

Context: We use SAP software and Microsoft SharePoint.
Document: [describe]
Style requirements: [paste]

List formatting steps. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Document formatting

Step 1Pick a real example: the next time you package bioinformatics data for submission to public repositories.

Step 2Fill in [Document] and [Style requirements] 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 3.3/5 · O*NET work activity: Format digital documents, data, or images..

AI can help you prep these 9

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

Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities.

Weekly

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities.

Context: We use Oracle Database.
Work: [describe]
Who: [coworkers]

Draft a message clarifying who does what and when. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Coordinate work

Step 1Pick a real example: the next time you confer with researchers, clinicians and information technology staff (this week).

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

Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 4.0/5 · core task · O*NET work activity: Confer with coworkers to coordinate work activities..

Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.

Weekly

AI drafts scripts and configs; design and security are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 64% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.

Context: We use C and Ruby; the work draws on biology, computers and electronics and mathematics.
App: [purpose, users]
Features: [list]
Stack: [tools]

Plan the structure and write starter code with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Build an app or site

Step 1Pick a real example: the next time you develop or maintain applications (this week).

Step 2Fill in [App], [Features] and [Stack] with the real details, then run the prompt.

Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 4.0/5 · O*NET work activity: Develop computer or online applications..

Monitor database performance and perform any necessary maintenance, upgrades, or repairs.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to monitor database performance and perform any necessary maintenance, upgrades, or repairs.

Context: We use SAS and The MathWorks MATLAB; the work draws on biology, computers and electronics and mathematics.
Database: [type, size]
Symptoms: [slow queries, errors]

List checks, likely causes and fixes, with example queries to diagnose. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Database performance review

Step 1Pick a real example: the next time you monitor database performance.

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

Step 3Run one diagnostic query in a test environment.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.5/5 · core task · O*NET work activity: Assess database performance.. Also involves: Maintain computer equipment or software..

Confer with database users about project timelines and changes.

Monthly

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to confer with database users about project timelines and changes.

Context: We use Oracle Database.
Topic: [issue to resolve]
Who: [board, staff, colleagues]

Draft talking points, options and asks. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Meeting with colleagues

Step 1Pick a real example: the next time you confer with database users about project timelines and changes.

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

Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 3.2/5 · core task · O*NET work activity: Confer with organizational members to accomplish work activities..

Participate in the preparation of reports or scientific publications.

Monthly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 34% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to participate in the preparation of reports or scientific publications.

Context: We use SAS and The MathWorks MATLAB; the work draws on biology, computers and electronics and mathematics.
Report topic: [describe]
Findings: [paste notes, data]
Audience: [describe]

Draft a report outline and plain-language summary. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical report draft

Step 1Pick a real example: the next time you participate in the preparation of reports or scientific publications.

Step 2Fill in [Report topic], [Findings] and [Audience] with the real details, then run the prompt.

Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.4/5 · core task · O*NET work activity: Prepare research or technical reports..

Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.

Monthly

AI drafts scripts and configs; design and security are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 40% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.

Context: We use C and Ruby; the work draws on biology, computers and electronics and mathematics.
App: [purpose, users]
Features: [list]
Stack: [tools]

Plan the structure and write starter code with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Build an app or site

Step 1Pick a real example: the next time you extend existing software programs, web-based interactive tools and database.

Step 2Fill in [App], [Features] and [Stack] with the real details, then run the prompt.

Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 3.6/5 · O*NET work activity: Develop computer or online applications..

Test new or updated software or tools and provide feedback to developers.

Monthly

AI drafts scripts and configs; design and security are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 70% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to test new or updated software or tools and provide feedback to developers.

Context: We use C and Ruby; the work draws on biology, computers and electronics and mathematics.
App: [purpose, users]
Features: [list]
Stack: [tools]

Plan the structure and write starter code with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Build an app or site

Step 1Pick a real example: the next time you test new or updated software or tools and provide.

Step 2Fill in [App], [Features] and [Stack] with the real details, then run the prompt.

Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 3.3/5 · core task · O*NET work activity: Develop computer or online applications..

Train bioinformatics staff or researchers in the use of databases.

A few times a year

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to train bioinformatics staff or researchers in the use of databases.

Context: We use Microsoft PowerPoint; the work draws on biology, computers and electronics and mathematics.
Topic: [tool, method]
Staff: [describe]

Plan the training session and practice tasks. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Staff training

Step 1Pick a real example: the next time you train bioinformatics staff or researchers.

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

Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 3.4/5 · O*NET work activity: Train personnel..

Design or implement web-based tools for querying large-scale biological databases.

Monthly

AI drafts scripts and configs; design and security are yours.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to design or implement web-based tools for querying large-scale biological databases.

Context: We use C and Ruby; the work draws on biology, computers and electronics and mathematics.
App: [purpose, users]
Features: [list]
Stack: [tools]

Plan the structure and write starter code with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Build an app or site

Step 1Pick a real example: the next time you design or implement web-based tools.

Step 2Fill in [App], [Features] and [Stack] with the real details, then run the prompt.

Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 3.5/5 · O*NET work activity: Develop computer or online applications..

These stay human 0

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: once a week or more but not every day · Contact with others: contact with others most of the time

None of this job's tasks are here.

Get the full prompt pack for Bioinformatics Technicians

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.

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.

Critical Thinkingimportance 3.5/5
Used in: Thinking Creatively
Reading Comprehensionimportance 3.8/5
Used in: Analyzing Data or Information
Writingimportance 3.5/5
Used in: Communicating with Supervisors, Peers, or Subordinates
Active Listeningimportance 3.5/5
Used in: Communicating with Supervisors, Peers, or Subordinates

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.

Bioinformatics Scientists12% human-led · Needs more preparation · $98,920/yr · usually master's degree
Skills to build: Writing, Judgment and Decision Making, Complex Problem Solving
Medical Dosimetrists44% human-led · Same preparation · $147,470/yr · usually bachelor's degree
Skills to build: Learning Strategies, Writing, Active Listening
Statisticians3% human-led · Needs more preparation · $105,650/yr · usually master's degree
Skills to build: Mathematics, Critical Thinking, Complex Problem Solving
Clinical Data Managers6% human-led · Same preparation · $120,230/yr · usually bachelor's degree
Skills to build: Management of Personnel Resources, Programming, Monitoring

New tasks appearing in this job

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

Train bioinformatics staff or researchers in the use of databases or performance of laboratory tasks.

New in O*NET

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a bioinformatics technician. Part of my job is to train bioinformatics staff or researchers in the use of databases or performance of laboratory tasks.

Context: We use Microsoft PowerPoint; the work draws on biology, computers and electronics and mathematics.
Topic: [tool, method]
Staff: [describe]

Plan the training session and practice tasks. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Staff training

Step 1Pick a real example: the next time you train bioinformatics staff or researchers.

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

Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Updated O*NET task (08/2026), replacing: “Train bioinformatics staff or researchers in the use of databases.”. O*NET work activity: Train personnel..

Getting into this job

Bachelor's degree is most common (51% of workers)

Bachelor's 53%
Graduate degree 47%

On-the-job training: 3–6 months
Related experience: 2–4 years

What workers in this job report, from O*NET surveys (typical values).

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.

Apache Subversion SVNCC++GitHypertext markup language HTMLIBM SPSS StatisticsJenkins CILinuxMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft Outlook