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Automation Risk Analysis

Will “Bioinformatics Technician” be Automated?

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AI Exposure Risk

52%

“Bioinformatics Technician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Bioinformatics Technician” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bioinformatics Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Job Title & Hierarchy Code (SOC) Bioinformatics Technicians #15-2099.01
ℹ️

Data is based on the reference occupation: “Bioinformatics Technicians”

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Core Skills & Abilities

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

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

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

  • Maintain awareness of new and emerging computational methods and technologies.

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

  • Document all database changes, modifications, or problems.

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

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

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

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

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

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

  • Train bioinformatics staff or researchers in the use of databases.

  • Confer with database users about project timelines and changes.

  • Participate in the preparation of reports or scientific publications.

  • Develop or apply data mining and machine learning algorithms.

  • Package bioinformatics data for submission to public repositories.

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

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

Technologies & Software

  • Enterprise resource planning ERP software
  • v0 by Vercel
  • Nova (Amazon)
  • Gemini (Google)
  • Thermo Fisher Scientific Ion Reporter
  • TopHat
  • GENSCAN
  • Qwen (Alibaba)
  • Hypertext markup language HTML
  • C
  • Word processing software
  • Perplexity AI
  • Cufflinks
  • Mistral (Mistral AI)
  • Avaya Identity Engines
  • Devin (Cognition AI)
  • ChatGPT (OpenAI)
  • Burrows-Wheeler Aligner BWA
  • SAP software
  • Codeium
  • Cursor AI
  • ClustalW
  • Apache Subversion SVN
  • Python
  • Amazon CodeWhisperer
  • Microsoft PowerPoint
  • Oracle Database
  • Customer relationship management CRM software
  • Microsoft Visio
  • Microsoft Access
  • Tabnine
  • Geographic information system GIS software
  • R
  • IBM SPSS Statistics
  • Perl
  • Ruby
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • Mistral AI (chat/models)
  • Web browser software
  • Git
  • Data visualization software
  • Google Antigravity
  • Atlassian Bamboo
  • Voice over internet protocol VoIP system software
  • Linux
  • C++
  • Basic Local Alignment Search Tool BLAST
  • The MathWorks MATLAB
  • Microsoft Outlook
  • Genome Analysis Toolkit GATK
  • Gemini Code Assist
  • Claude (Anthropic)
  • Microsoft Word
  • Grok (xAI)
  • Microsoft Windows
  • PHYLIP
  • SAS
  • Lovable.dev
  • Oracle Java
  • GitHub Copilot
  • Llama (Meta)
  • Jenkins CI
  • DeepSeek
  • Microsoft Excel
  • Microsoft SQL Server
  • Bioconductor
  • Microsoft SharePoint
  • Esri ArcGIS
  • Bowtie
  • Structured query language SQL
  • Bolt.new
  • MySQL
  • Web servers
  • Desktop computers
  • High throughput screening HTS systems
  • Nuclear magnetic resonance NMR spectrometers
  • Semiconductor-based sequencers
  • Computer workstation setups
  • Computer clusters
  • Network file servers