Noida, Uttar Pradesh, India
Information Technology
Full-Time
LiveConnections
Overview
Skills
- Experience with Python-based AI/ML frameworks, Java, and/or R
- Experience with ML frameworks (like Keras, PyTorch, Tensorflow) and libraries (like scikit-learn)
- Experience working with large datasets, handling data proprocessing tasks, and exploring data to identify patterns and insights
- Knowledge and practical application of statistical analysis and mathematical modeling concepts and principles
- Proficiency in cloud services like SageMaker, S3, EC2, Azure Machine Learning
- Ability to containerize machine learning applications for portability and reproducibility
- Understanding of container orchestration for managing and scaling containers in a cloud environment
- Knowledge of serverless computing for executing code without managing the underlying infrastructure
- Experience with object storage for managing large datasets
- Knowledge of databases for storing and retrieving data
- Ability to provision and manage virtual machines for machine learning tasks
- Monitoring and logging tools for tracking the performance and health of models
- Understanding of identify and access management for securing cloud resources
- Integration of machine learning workflows into CI/CD pipelines for automated deployment
- Ability to optimize costs associated cloud resources
- Hands on experience with cloud-based ML services for model training, deployment, and management
- Understanding of cloud networking for secure and efficient communication between services
- Proficiency in version control for collaboration and code management
- Excellent communication skills
- Ability to work effectively in a cross-functional team
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