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Automation Risk Analysis

Will “Biotechnician” be Automated?

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AI Exposure Risk

52%

“Biotechnician” 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%

“Biotechnician” 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

  • Package bioinformatics data for submission to public repositories.

  • Document all database changes, modifications, or problems.

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

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

  • Develop or apply data mining and machine learning algorithms.

  • Confer with database users about project timelines and changes.

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

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

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

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

  • 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.

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

  • Participate in the preparation of reports or scientific publications.

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

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

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

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

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

Technologies & Software

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