🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Data Analyst” be Automated?

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

60%

“Data Analyst” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Data Analyst” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bioinformatics Scientists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct research using bioinformatics theory and methods in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. May design databases and develop algorithms for processing and analyzing genomic information, or other biological information.

Job Title & Hierarchy Code (SOC) Bioinformatics Scientists #19-1029.01
ℹ️

Data is based on the reference occupation: “Bioinformatics Scientists”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

  • Confer with departments, such as marketing, business development, or operations, to coordinate product development or improvement.

  • Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.

  • Test new and updated bioinformatics tools and software.

  • Develop new software applications or customize existing applications to meet specific scientific project needs.

  • Instruct others in the selection and use of bioinformatics tools.

  • Direct the work of technicians and information technology staff applying bioinformatics tools or applications in areas such as proteomics, transcriptomics, metabolomics, or clinical bioinformatics.

  • Keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences.

  • Communicate research results through conference presentations, scientific publications, or project reports.

  • Improve user interfaces to bioinformatics software and databases.

  • Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.

  • Recommend new systems and processes to improve operations.

  • Create novel computational approaches and analytical tools as required by research goals.

  • Create or modify web-based bioinformatics tools.

  • Prepare summary statistics of information regarding human genomes.

  • Develop data models and databases.

  • Collaborate with software developers in the development and modification of commercial bioinformatics software.

  • Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.

  • Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.

  • Provide statistical and computational tools for biologically based activities, such as genetic analysis, measurement of gene expression, or gene function determination.

  • Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.

Technologies & Software

  • Microsoft Office software
  • Consensus
  • Scite AI
  • Git
  • Shell script
  • UNIX
  • Perl
  • BioPerl
  • Semantic Scholar AI
  • Bash
  • Canu
  • Teradata software
  • GenePattern
  • Velvet
  • Object oriented development environment software
  • Gemini for Workspace
  • BWA
  • Tibco S-PLUS
  • Mistral AI (chat/models)
  • Linux
  • The MathWorks MATLAB
  • BLAT
  • Microsoft Excel
  • Primer3
  • JavaScript Object Notation JSON
  • Ruby
  • Bioconductor software
  • NCBI RefSeq
  • Elicit
  • TopHat
  • Oracle Java
  • Bioconductor
  • Structured query language SQL
  • Oracle PL/SQL
  • Biomatters Geneious
  • Hypertext markup language HTML
  • Mistral (Mistral AI)
  • Web browser software
  • MySQL
  • Microsoft Active Server Pages ASP
  • Roche 454 Life Sciences GS Data Analysis
  • SAS
  • ClustalW
  • JavaScript
  • DNA sequencing software
  • Oracle Database
  • Microsoft Azure software
  • PostgreSQL
  • Genedata Expressionist
  • NoSQL
  • Apache Groovy
  • Apache Hadoop
  • Microsoft Visual Basic for Applications VBA
  • Extensible markup language XML
  • Gemini (Google)
  • DeepSeek
  • ChatGPT (OpenAI)
  • Apache HTTP Server
  • Salesforce software
  • Grok (xAI)
  • Amazon Web Services AWS software
  • Microsoft Visual Studio
  • Claude (Anthropic)
  • Relational database management software
  • Qwen (Alibaba)
  • Llama (Meta)
  • Life Technologies SOLiD
  • Scala
  • Apache Accumulo
  • RNA sequencing software
  • StataCorp Stata
  • Data visualization software
  • Microsoft SQL Server Reporting Services SSRS
  • Django
  • Oracle JavaServer Pages JSP
  • Cytel StatXact
  • NotebookLM (Google)
  • GenBank
  • GitHub
  • R
  • IBM SPSS Statistics
  • TIBCO Spotfire S+
  • Bowtie
  • C#
  • Genome Analysis Toolkit GATK
  • SAP software
  • Kimi (Moonshot AI)
  • Public genomic databases
  • Word processing software
  • Software development tools
  • C
  • Accelrys Pipeline Pilot
  • Tableau
  • Docker
  • dbSNP
  • Microsoft SQL Server
  • Microsoft Access
  • Perplexity AI
  • Python
  • User interface design software
  • Illumina Laboratory Information Management System LIMS
  • Life Technologies Vector NTI
  • Formula translation/translator FORTRAN
  • Nova (Amazon)
  • Microsoft PowerPoint
  • Microsoft SharePoint
  • PHP
  • ENSEMBL
  • jQuery
  • C++
  • Cufflinks
  • Laptop computers
  • Computer data input scanners
  • Personal computers
  • Desktop computers
  • Computer laser printers