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Senior Machine Learning Scientist - Remote

Posted 2 weeks ago
Software Development
Full Time
USA

Overview

Peptilogics is a clinical-stage biotechnology company that designs and develops novel peptide therapeutics. The company leverages machine learning, automation, and peptide synthesis to build platforms for science at scale.

In Short

  • Drive the development of an AI/ML platform for ADME-Tox prediction.
  • Lead AI/ML model development for predicting ADME-Tox properties.
  • Establish validation strategies for model performance and accuracy.
  • Architect data pipelines for large-scale datasets.
  • Integrate molecular dynamics simulation into AI/ML frameworks.
  • Collaborate with interdisciplinary teams for data requirements and model development.
  • Research state-of-the-art machine learning techniques.
  • Contribute to reporting, publications, and presentations.
  • Manage proprietary information securely.
  • Develop AI/ML models for peptides.

Requirements

  • PhD in chemistry, biology, or related field, or MS with 3 years of experience.
  • At least 3 years of experience in developing AI/ML models.
  • Experience with AI/HPC supercomputing resources.
  • Deep understanding of machine learning algorithms.
  • Proficiency in PyTorch and data engineering.
  • Exceptional organizational and communication skills.
  • Ability to work independently in a dynamic environment.
  • Experience developing production AI/ML systems.
  • Familiarity with GxP frameworks.

Benefits

  • Equal opportunity employer.
  • Collaborative and results-driven culture.

Peptilogics

Peptilogics

Peptilogics is a clinical-stage biotechnology company specializing in the design and development of innovative peptide therapeutics. By utilizing advanced technologies such as machine learning and automation, Peptilogics creates scalable platforms that integrate proprietary hardware, software, bioinformatics, chemistry, and molecular biology. This comprehensive approach supports various stages of drug development, from basic research and target validation to clinical trials, positioning Peptilogics as a leader in the biotechnology sector.

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