Pacbio

PacBio is dedicated to revolutionizing genomics with high-quality and long-read DNA sequencing.. We are looking for a skilled Machine Learning Engineer to join our Platform Bioinformatics team and help us productize and improve cutting-edge deep-learning solutions.. Build, improve, and deploy machine learning models using TensorFlow and ONNXRuntime. Typically requires a minimum of 4-8 years of related experience with a Bachelor's degree; or 2-6 years experience with Masters degree; or 0-5 years experience with a PhD Degree in Computer Science, Mathematics, Statistics, or related field. and familiarity with TensorFlow and ONNXRuntime Experience with deploying machine learning models on bare-metal Linux servers

senior software engineer

PacBio is dedicated to revolutionizing genomics with high-quality and long-read DNA sequencing. We are looking for a skilled Machine Learning Engineer to join our Platform Bioinformatics team and help us productize and improve cutting-edge deep-learning solutions. The ideal candidate will have a strong background in modern C++ programming, as well as experience with machine learning algorithms and tools.
Responsibilities:
Build, improve, and deploy machine learning models using TensorFlow and ONNXRuntime
Port existing models from Python to C++ for deployment on our sequencing instruments
Conduct data analysis and feature engineering to improve model performance
Collaborate with cross-functional teams to identify new use cases and implement ML solutions
Stay up-to-date with the latest advancements in machine learning and AI technology Debug and troubleshoot issues with existing models
Write efficient and scalable code to support large-scale data processing on bare metal servers Produce high-quality documentation
Requirements:
Typically requires a minimum of 4-8 years of related experience with a Bachelor's degree; or 2-6 years experience with Masters degree; or 0-5 years experience with a PhD Degree in Computer Science, Mathematics, Statistics, or related field
Strong programming skills in Python and C++ and familiarity with TensorFlow and ONNXRuntime Experience with deploying machine learning models on bare-metal Linux servers
Daily experience with version control, git
Recognize the value of various testing approaches and how to apply them
Excellent verbal, written, and interpersonal communication skills
Able to motivate yourself and finish projects
Nice to have:
Experience in developing machine learning models
Knowledge of statistics, linear algebra, and calculus
If you have a passion for ML and a desire to make a real impact on human health through genomics, we encourage you to apply
You may be required from time to time to visit and work at PacBio locations and for such times as the Company considers necessary for the proper performance of your duties.<br/><br/>#J-18808-Ljbffr

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