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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

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

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

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

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

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

  • 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.

  • 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.

  • Package bioinformatics data for submission to public repositories.

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

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

  • Participate in the preparation of reports or scientific publications.

  • Develop or apply data mining and machine learning algorithms.

  • Document all database changes, modifications, or problems.

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

  • Confer with database users about project timelines and changes.

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

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

Technologies & Software

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