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Automation Risk Analysis

Will “Bioinformatics Specialist” be Automated?

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AI Exposure Risk

52%

“Bioinformatics Specialist” 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 Specialist” 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

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

  • 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.

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

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

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

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

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

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

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

  • Document all database changes, modifications, or problems.

  • Confer with database users about project timelines and changes.

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

  • Develop or apply data mining and machine learning algorithms.

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

  • Package bioinformatics data for submission to public repositories.

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

  • Participate in the preparation of reports or scientific publications.

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

Technologies & Software

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