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Automation Risk Analysis

Will “Laboratory Geneticist (Lab Geneticist)” be Automated?

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AI Exposure Risk

59%

“Laboratory Geneticist (Lab Geneticist)” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

36%

“Laboratory Geneticist (Lab Geneticist)” 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 36% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Geneticists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research and study the inheritance of traits at the molecular, organism or population level. May evaluate or treat patients with genetic disorders.

Job Title & Hierarchy Code (SOC) Geneticists #19-1029.03
ℹ️

Data is based on the reference occupation: “Geneticists”

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Core Skills & Abilities

  • Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures.

  • Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders.

  • Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.

  • Maintain laboratory notebooks that record research methods, procedures, and results.

  • Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses.

  • Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.

  • Plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.

  • Design sampling plans or coordinate the field collection of samples such as tissue specimens.

  • Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.

  • Write grants and papers or attend fundraising events to seek research funds.

  • Maintain laboratory safety programs and train personnel in laboratory safety techniques.

  • Review, approve, or interpret genetic laboratory results.

  • Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results.

  • Prepare results of experimental findings for presentation at professional conferences or in scientific journals.

  • Conduct family medical studies to evaluate the genetic basis for traits or diseases.

  • Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.

  • Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.

  • Participate in the development of endangered species breeding programs or species survival plans.

  • Confer with information technology specialists to develop computer applications for genetic data analysis.

  • Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration.

  • Evaluate, diagnose, or treat genetic diseases.

  • Design and maintain genetics computer databases.

  • Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.

  • Create or use statistical models for the analysis of genetic data.

Technologies & Software

  • Microsoft Office software
  • Nova (Amazon)
  • Deoxyribonucleic acid DNA sequence analysis software
  • UNIX
  • Bioinformatics databases
  • ClustalW
  • ChatGPT (OpenAI)
  • DeepSeek
  • Kimi (Moonshot AI)
  • Microsoft Excel
  • Microsoft Visual C# .NET
  • Claude (Anthropic)
  • Oracle Java
  • Perplexity AI
  • Git
  • NotebookLM (Google)
  • Gemini (Google)
  • Database software
  • Insightful S-PLUS
  • SAS
  • SAS/Genetics
  • R
  • Formula translation/translator FORTRAN
  • Microsoft Word
  • Email software
  • Structured query language SQL
  • Scite AI
  • Sage Accounting Software
  • Consensus
  • Microsoft Access
  • SAS JMP
  • Grok (xAI)
  • C++
  • Ward Systems Group GeneHunter
  • Plate reader software
  • HapMap
  • Semantic Scholar AI
  • Mistral AI (chat/models)
  • Basic Local Alignment Search Tool BLAST
  • GitHub
  • Perl
  • Mistral (Mistral AI)
  • Qwen (Alibaba)
  • Llama (Meta)
  • Web browser software
  • Python
  • Gemini for Workspace
  • RTI International SUDAAN
  • Mendel
  • Microsoft PowerPoint
  • Elicit
  • Golden Helix HelixTree
  • PHYLIP
  • Linux
  • Mass spectrometry equipment
  • Capillary electrophoresis equipment
  • Phosphorimagers
  • Safety goggles
  • Laptop computers
  • Safety gloves
  • High pressure liquid chromatograph HPLC equipment
  • Desktop computers
  • Binocular optical microscopes
  • Personal computers
  • Micropipettes
  • Gas chromatography equipment
  • Robotic liquid handlers
  • Gel electrophoresis equipment
  • Flow cytometers
  • Fast protein liquid chromatographs FPLC
  • Microplate readers
  • Polymerase chain reaction PCR equipment