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Automation Risk Analysis

Will “Database Technician” be Automated?

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AI Exposure Risk

52%

“Database Technician” 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%

“Database Technician” 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

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

  • Confer with database users about project timelines and changes.

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

  • Participate in the preparation of reports or scientific publications.

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

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

  • Package bioinformatics data for submission to public repositories.

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

  • Develop or apply data mining and machine learning algorithms.

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

  • Document all database changes, modifications, or problems.

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

  • 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.

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

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

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

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

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

Technologies & Software

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