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.
AI Impact Summary
Bioinformatics Technicians faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 72% of all analyzed occupations. Of 19 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Bioinformatics Technicians skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
19 tasks analyzed
Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.
Develop or apply data mining and machine learning algorithms.
Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
Maintain awareness of new and emerging computational methods and technologies.
Design or implement web-based tools for querying large-scale biological databases.
Conduct quality analyses of data inputs and resulting analyses or predictions.
Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.
Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.
Participate in the preparation of reports or scientific publications.
Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities.
Monitor database performance and perform any necessary maintenance, upgrades, or repairs.
Confer with database users about project timelines and changes.
Write computer programs or scripts to be used in querying databases.
Document all database changes, modifications, or problems.
Create data management or error-checking procedures and user manuals.
Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.
Package bioinformatics data for submission to public repositories.
Train bioinformatics staff or researchers in the use of databases.
Test new or updated software or tools and provide feedback to developers.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques. | 63.62Observed | 52.5% | 14% | |
| Develop or apply data mining and machine learning algorithms. | 50.05Observed | 47.0% | 8% | |
| Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve. | 63.8Observed | 52.5% | 8% | |
| Maintain awareness of new and emerging computational methods and technologies. | 60Estimated | 51.0% | 3% | |
| Design or implement web-based tools for querying large-scale biological databases. | 65.35Observed | 53.1% | 6% | |
| Conduct quality analyses of data inputs and resulting analyses or predictions. | 26.68Observed | 37.7% | 8% | |
| Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases. | 54.35Observed | 70.9% | 8% | |
| Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation. | 49.08Observed | 46.6% | 6% | |
| Participate in the preparation of reports or scientific publications. | 71.67Observed | 55.7% | 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. | 20Estimated | 23.0% | 6% | |
| Monitor database performance and perform any necessary maintenance, upgrades, or repairs. | 61.02Observed | 73.6% | 4% | |
| Confer with database users about project timelines and changes. | 20Estimated | 23.0% | 3% | |
| Write computer programs or scripts to be used in querying databases. | 54.4Observed | 48.8% | 5% | |
| Document all database changes, modifications, or problems. | 49.42Observed | 69.0% | 4% | |
| Create data management or error-checking procedures and user manuals. | 49.55Observed | 46.8% | 3% | |
| Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades. | 28.82Observed | 60.7% | 3% | |
| Package bioinformatics data for submission to public repositories. | 87Estimated | 84.0% | 2% | |
| Train bioinformatics staff or researchers in the use of databases. | 30Estimated | 27.0% | 2% | |
| Test new or updated software or tools and provide feedback to developers. | 60Estimated | 51.0% | 2% |
Protective Factors
Total protective discount: 27.5%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$51,440
per year
Mean Wage
$55,470
per year
Employment
6K
workers
Wage Range
$38,050 - $79,410
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Bioinformatics Technicians professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Programming
High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change