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Automation Risk Analysis

Will “Museum Informatics Specialist” be Automated?

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AI Exposure Risk

52%

“Museum Informatics 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%

“Museum Informatics 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

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

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

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

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

  • Package bioinformatics data for submission to public repositories.

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

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

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

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

  • Document all database changes, modifications, or problems.

  • Participate in the preparation of reports or scientific publications.

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

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

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

  • Confer with database users about project timelines and changes.

  • Develop or apply data mining and machine learning algorithms.

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

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

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

Technologies & Software

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