Associate Data Scientist, Genomics and Deep Learning

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Illumina

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Job Summary


Job Type
Permanent

Seniority
Junior

Years of Experience
Information not provided

Tech Stacks
TensorFlow R Pandas PyTorch Keras NumPy C++ Python

Job Description

Our Exceptional AI Researchers Are Unlocking The Power Of The Genome

Illumina is the largest developer, manufacturer, and marketer of life science tools and integrated systems for large-scale analysis of genetic variation and function.
  • Accelerate demand for Illumina sequencing technology
  • Make AI a core part of our company by enabling new business directions and improving processes
  • Enable personalized medicine
As a member of Illumina’s Artificial Intelligence Lab, you will be part of an international collaboration between AI researchers and bioinformaticians in the US, UK, and Singapore. Algorithms and models will be published in peer-reviewed journals, as software products, and as patents. This will increase the accuracy, throughput, and reproducibility of genome interpretation, thereby removing barriers to the clinical adoption of whole-genome sequencing.

About You

Bachelors or masters degree in computer science, genomics, bioinformatics, statistics, applied mathematics, or other quantitative discipline. Academic publications highly recommended.

Requirements

  • Experience with data science tools, such as NumPy, Pandas, and SciKit-Learn, including applications to bioinformatics and statistics.
  • Experience with programming languages used in data science, such as Python, C++, and R, and deep learning frameworks, such as PyTorch, TensorFlow, Keras, and Sonnet.
  • Experience in high-utility areas of machine learning, such as computational biology, computer vision, natural language processing, and reinforcement learning.
  • Excellent communication skills.

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