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    Machine Learning Engineer - Austin, United States - WEB Service Company

    WEB Service Company
    WEB Service Company Austin, United States

    3 weeks ago

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    Description
    Machine Learning Engineer

    We are seeking a talented and experienced Machine Learning Engineer to join our team As a Machine Learning Engineer at webAI, you garner experience developing and deploying ML models alongside our researchers to bolster our platform.

    An ideal candidate will have experience with both unstructured and structured data machine learning use-cases.

    Responsibilities:


    Research, design, implement, and fine-tune machine learning models, including deep learning architectures, to be included in or to advance our platform.

    Compile/pre-process datasets for training purposes

    Extract meaningful features from data through feature engineering to improve model performance

    Extend and develop the organizations existing ML libraries and proprietary frameworks

    Collaborate with R&D and systems software engineering teams

    Promote and adhere to MLOps best practices within the organization

    Ensure production intent code is properly documented and tested

    Stay up to date on latest AI trends and research papers


    Qualifications:
    Proven experience as a Machine Learning Engineer or similar role

    Batchelor's (Master's prefered) in Computer Science, Machine Learning, Data Science, or a related field

    Understanding of data structures, data modeling and software architecture

    Deep knowledge of math, probability, statistics and algorithms

    Ability to write robust code in Python (Rust, C/C++, Cuda, or MPS experience a plus)

    Expertise in data preprocessing, feature engineering, and model evaluation technique

    Experience working with Tensorflow and/or PyTorch along with scikit-learn, numpy, pandas, and opencv

    Experience with cloud computing platforms and model deployment techniques using Docker containerization

    Experience with MLOps tools like, MLFlow, KubeFlow, Airflow or similar

    Passionate about learning

    Strong verbal and written communication skills

    #J-18808-Ljbffr
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