ViaSat, Inc. | Jobs | Senior Software Engineer Machine Learning | BigDataKB.com | 15-02-22

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    Job Location: Chennai

    Job Responsibilities
    As a Machine Learning Engineer in our team, you will be responsible for:
    • Design and Develop machine learning models, algorithms, and libraries.
    • Collaborate with data engineers to develop data and model pipelines.
    • Analyze large and complex data sets to derive valuable insights.
    • Apply machine learning and data analytics/science techniques and design distributed systems.
    • Design, Develop, Review and Deploy production-level code.
    • Maintain and Improve existing machine learning models.
    • Oversee the entire lifecycle (research, design, experimentation, development. deployment, monitoring and maintenance)
    • Produce project outcomes and isolate issues.
    • Interact with and communicate complex processes and report results to business leaders.
    • Research and implement best practices to enhance existing machine learning infrastructure.
    Required Skills:
    • Bachelor s or Master s in Computer Science, Mathematics or Statistics
    • 8+ years of total experience with 3+ year of experience developing and training machine learning models in a framework such as TensorFlow, SciKit-Learn, PyTorch, CAFFE, or similar.
    • Experience in one or more general purpose programming languages such as, Python, R, C/C++
    • Strong analytical and problem-solving skills
    • Strong written and verbal English language communication skills
    • Ability to travel up to 10%
    Preferred Skills:
    • Master s degree or PhD in a Computer Science (CS), Artificial Intelligence (AI), Machine Learning (ML), or related technical field
    • Working with cloud computing services such as Amazon Web Services (AWS), Google Cloud Platform (GCP), or Microsoft Azure.
    • Experience with large amounts of data in a high throughput environment and distributed computing.
    • Experience working with messaging tools like Kafka, RabbitMQ and ZeroMQ
    • Knowledge of machine learning evaluation metrics and standard methodologies

    Additional Requirements and information

    • Minimum education:
    • BA/BS or equivalent experience

    Apply Here

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