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3-5 years
Artificial Intelligence/Machine Learning Engineer - Statistical Modeling (3-5 yrs)
Live Connections
posted 8d ago
Flexible timing
Key skills for the job
Must have :
- Experience with Python-based AI/ML frameworks
- Experience with ML frameworks (like Keras, PyTorch, Tensorflow) and libraries (like scikit-learn)
- 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
- Monitoring and logging tools for tracking the performance and health of models
- Integration of machine learning workflows into CI/CD pipelines for automated deployment
- Hands on experience with cloud-based ML services for model training, deployment, and management
- Proficiency in version control for collaboration and code management
- Excellent communication skills.
Good to have :
- Experience working with large datasets, handling data proprocessing tasks, and exploring data to identify patterns and insights
- Experience with object storage for managing large datasets
- Knowledge of databases for storing and retrieving data
- Ability to optimize costs associated cloud resources
- Understanding of cloud networking for secure and efficient communication between services
- Ability to work effectively in a cross-functional team
Functional Areas: Other
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