Takeover Tracker
37%medium risk

Bioinformatics Technicians

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.

Higher risk than 72% of occupations
Checking for existing plan...

How AI Impacts Each Task

19 tasks analyzed

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

Risk: 52.5%AI: 63.62ObservedTime: 14%

Develop or apply data mining and machine learning algorithms.

Risk: 47.0%AI: 50.05ObservedTime: 8%

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

Risk: 52.5%AI: 63.8ObservedTime: 8%

Maintain awareness of new and emerging computational methods and technologies.

Risk: 51.0%AI: 60EstimatedTime: 3%

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

Risk: 53.1%AI: 65.35ObservedTime: 6%

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

Risk: 37.7%AI: 26.68ObservedTime: 8%

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

Risk: 70.9%AI: 54.35ObservedTime: 8%

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

Risk: 46.6%AI: 49.08ObservedTime: 6%

Participate in the preparation of reports or scientific publications.

Risk: 55.7%AI: 71.67ObservedTime: 5%

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

Risk: 23.0%AI: 20EstimatedTime: 6%

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

Risk: 73.6%AI: 61.02ObservedTime: 4%

Confer with database users about project timelines and changes.

Risk: 23.0%AI: 20EstimatedTime: 3%

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

Risk: 48.8%AI: 54.4ObservedTime: 5%

Document all database changes, modifications, or problems.

Risk: 69.0%AI: 49.42ObservedTime: 4%

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

Risk: 46.8%AI: 49.55ObservedTime: 3%

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

Risk: 60.7%AI: 28.82ObservedTime: 3%

Package bioinformatics data for submission to public repositories.

Risk: 84.0%AI: 87EstimatedTime: 2%

Train bioinformatics staff or researchers in the use of databases.

Risk: 27.0%AI: 30EstimatedTime: 2%

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

Risk: 51.0%AI: 60EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

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

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%

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

Programming15%

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

Memorization5%

Memorization 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.

Instructing75%

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

Coordination70%

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

Social Perceptiveness90%

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

Persuasion80%

Persuasion 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 Bioinformatics Technicians 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.3pt risk+$3K/yr salary

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

-3.6pt risk+$3K/yr salary

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

-0.1

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Bachelor's Degree51%
Master's Degree2%
Doctoral/Professional Degree41%
Level 114%
Level 122%

Prior Experience Needed

Work experience required to enter this job

None3%
6 months - 1 year24%
1-2 years23%
2-4 years9%
4-6 years35%
6-8 years3%
8-10 years1%
Over 10 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month15%
1-3 months11%
3-6 months21%
6 months - 1 year48%
2-4 years1%

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