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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

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

  • Confer with database users about project timelines and changes.

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

  • 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.

  • Document all database changes, modifications, or problems.

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

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

  • 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.

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

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

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

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

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

  • Package bioinformatics data for submission to public repositories.

  • Develop or apply data mining and machine learning algorithms.

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

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

Technologies & Software

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