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Automation Risk Analysis

Will “Submission Technician” be Automated?

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AI Exposure Risk

52%

“Submission 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%

“Submission 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

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

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

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

  • Develop or apply data mining and machine learning algorithms.

  • 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.

  • Confer with database users about project timelines and changes.

  • Document all database changes, modifications, or problems.

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

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

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

  • Package bioinformatics data for submission to public repositories.

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

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

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

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

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

Technologies & Software

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