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Automation Risk Analysis

Will “Bioinformatics Analyst” be Automated?

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AI Exposure Risk

52%

“Bioinformatics Analyst” 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 Analyst” 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

  • Confer with database users about project timelines and changes.

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

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

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

  • Document all database changes, modifications, or problems.

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

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

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

  • Package bioinformatics data for submission to public repositories.

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

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

  • Develop or apply data mining and machine learning algorithms.

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

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

  • Participate in the preparation of reports or scientific publications.

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

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

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

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

Technologies & Software

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