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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

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

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

  • Confer with database users about project timelines and changes.

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

  • Participate in the preparation of reports or scientific publications.

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

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

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

  • Develop or apply data mining and machine learning algorithms.

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

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

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

  • Package bioinformatics data for submission to public repositories.

  • Document all database changes, modifications, or problems.

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

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

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

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

Technologies & Software

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