
Machine Learning Architect
6 hours ago
Machine Learning Engineer Role Overview
Job Description:We're seeking a seasoned Machine Learning Engineer to spearhead the development of AI-driven solutions. This is an exceptional opportunity for a skilled professional to design, build, and deploy cutting-edge machine learning pipelines using Python and AWS Sagemaker.
Main Responsibilities:- Create scalable machine learning architectures using Python, leveraging AWS Sagemaker as the deployment platform.
- Deploy and monitor machine learning models through Sagemaker pipelines, Mlflow, and Feature Store.
- Develop APIs using FastAPI, Flask, or Django, ensuring seamless integration with our products.
Critical Skills and Qualifications:
- 5+ years of experience in Python scripting for machine learning workflows.
- 4+ years of experience in deploying machine learning pipelines and models using AWS Sagemaker.
- 3+ years of development experience in APIs using FastAPI, Flask, or Django.
- Strong understanding of the machine learning lifecycle: model development, training, validation, deployment, and monitoring.
- Experience with ETL processes for machine learning pipelines using PySpark, Kafka, and AWS EMR Serverless.
Desirable qualifications include containerization using Docker and orchestration using Kubernetes.
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