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2024 Summer Intern - Biology Research | AI Development (High-Content Perturbation Screens)

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Genentech

Jan 11, 2024

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Science
    Software Engineering
  • San Francisco

Requirements

  • Required Education:
  • Completed undergrad degree,
  • Currently enrolled in a PhD program or currently pursuing a Master's degree
  • Required majors:
  • Cheminformatics, Computational Chemistry, Computational Biology, Statistics, Computer Science, Data Science or a related field
  • Desired skills of the intern:
  • Qualifications:
  • Python scripting
  • Additional desired qualifications:
  • Cheminformatics
  • Machine learning,
  • QSAR, statistics,
  • Organic chemistry
  • Complements our culture and the standards that guide our daily behavior & decisions: Integrity, Courage, and Passion.

Responsibilities

  • Train ML models to learn representations of imaging and/or transcriptional readouts in the Python ecosystem (e.g., in PyTorch)
  • Evaluate learned representations for biological discovery, and measure the effect of confounders
  • Develop models to predict the outcome of unseen perturbations
  • Present on the scientific findings

Science & Healthcare
Industry
10,001+
Employees
1976
Founded Year

Mission & Purpose

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