Machine Learning Researcher

Added: 11/8/2021

REF: 15617

Contract: Permanent

Location: United States, United States

Responsibilities

  • Develop and deploy novel machine learning algorithms for classification or regression models of biological and chemical data
  • Manage and contribute to codebase
  • Maintain scientific and technical expertise through familiarity with scientific and technical literature
  • Work closely with an entrepreneurial, highly-collaborative, interdisciplinary team and actively contribute to creating, shaping and executing the scientific vision of the company
  • Jump in and help with whatever is needed to get the job done: we are in this together!

Qualifications

  • Ph.D. in computer science, statistics, computational biology, bioinformatics, or closely related field with 3+ years of industry experience or MS with 8+ years of industrial experience
  • Experience with AWS, SQL, Python, Unix shell scripting
  • Experience with deep learning, probabilistic graphical models, or other machine learning technologies and associated frameworks, such as Tensorflow, PyTorch, and Scikit-learn
  • Experience with Graph Neural Nets and associated frameworks including PyTorch Geometric
  • Experience with cheminformatic and bioinformatics toolkits and libraries, such as RDKit and Biopython
  • Experience with handling and using different representations of molecules, proteins, and gene expression data
  • Deep understanding of biology and genetic, proteomic, and molecular datasets
  • Self-motivated and curious with strong desire to both learn from and teach others
  • Outstanding communication and interpersonal skills

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