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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

  • Participate in the preparation of reports or scientific publications.

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

  • Confer with database users about project timelines and changes.

  • Document all database changes, modifications, or problems.

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

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

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

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

  • 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.

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

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

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

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

  • Package bioinformatics data for submission to public repositories.

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

  • Develop or apply data mining and machine learning algorithms.

Technologies & Software

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