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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

  • Package bioinformatics data for submission to public repositories.

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

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

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

  • Participate in the preparation of reports or scientific publications.

  • Confer with database users about project timelines and changes.

  • Develop or apply data mining and machine learning algorithms.

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

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

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

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

  • Document all database changes, modifications, or problems.

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

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

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

  • 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.

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

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

Technologies & Software

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