
Data Science Expert
5 days ago
Job Title:
A Data Science Expert
Description:
We are looking for a skilled and experienced professional to lead the development of advanced data science solutions. The ideal candidate will have extensive knowledge in deploying machine learning pipelines as real-time, batch, or event-triggered edge deployments.
The successful candidate will also have expertise in using AWS SageMaker for deploying ML pipelines and models, as well as experience with FastAPI, Flask, or Django.
Solid understanding of machine learning lifecycle, including model development, training, validation, deployment, and monitoring, is essential for this role. Experience with CI/CD pipelines specifically for ML workflows is highly desirable.
Familiarity with ETL processes for ML pipelines using PySpark, Kafka, and AWS EMR Serverless is also preferred. Good knowledge of containerization using Docker and orchestration using Kubernetes is a plus.
Requirements:
- 5+ years of Python experience in scripting ML workflows
- 4+ years of experience using AWS SageMaker
- 3+ years of development experience using FastAPI, Flask, or Django
- Solid understanding of ML lifecycle
- Experience with CI/CD pipelines
- Experience with ETL processes
- Good knowledge of containerization and orchestration
Key Skills:
- Data Science
- Machine Learning
- AWS SageMaker
- FastAPI
- Flask
- Django
- CI/CD Pipelines
- ETL Processes
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