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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