Computational Sciences Expert

2 weeks ago


South San Francisco, California, United States Genentech Full time

About Us

We are a biotechnology company that strives to innovate to create a healthier future for everyone. Our goal is to continuously advance science and ensure everyone has access to the healthcare they need today and for generations to come.

Job Description

We are seeking a highly skilled Principal Machine Learning Scientist to join our BRAID team (Biology Research | AI Development) within our Computational Sciences organization. The successful candidate will develop novel machine learning methods for multimodal clinical data, including generative models and representation learning, leveraging their expertise to improve trial efficiency, patient outcomes, and overall trial success rates.

Key Responsibilities

  • Lead research initiatives at the intersection of machine learning, biology, and clinical sciences.
  • Conceive and lead collaborations both internally and externally.
  • Maintain expertise at the forefront of multiple areas in machine learning and biology/clinical sciences.
  • Collaborate with cross-functional teams, including chemists, biostatisticians, clinical scientists, and data engineers, to integrate ML methods into clinical trial development.
  • Lead and contribute to the design and execution of clinical trials by developing foundation models using multimodal pre-clinical and clinical datasets.
  • Publish research findings in top-tier machine learning and scientific journals and present at leading conferences.
  • Mentor junior scientists and contribute to the strategic direction of the ML group within the Computational Science Organization.

Requirements

  • Ph.D. in Computer Science, Machine Learning, Statistics, Mathematics, Physics, or a related field with a strong emphasis on machine learning.
  • Proven track record with 2+ years of experience developing and applying advanced ML models in a research or industry setting.
  • Technical Skills: Proficiency in scientific programming languages such as Python, MLOps workflows, and extensive experience with machine learning frameworks and libraries.
  • Domain Knowledge: Understanding of clinical trials, drug development, and biological data.
  • Soft Skills: Excellent communication, collaboration, and problem-solving skills.

Location and Benefits

  • South San Francisco, CA.
  • Estimated salary range for this position: $188,200 to $349,400.
  • A discretionary annual bonus may be available based on individual and Company performance.
  • This position also qualifies for the benefits detailed at the link provided below.

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