What are the responsibilities and job description for the Data Science position at Avance Consulting?
Cloud-based Data Science : Design, develop, and deploy machine learning models using AWS services like Amazon SageMaker, AWS Lambda, AWS Glue, and others.
Data Processing & Integration : Utilize AWS tools such as AWS Redshift, AWS S3, AWS EMR, and AWS Glue to manage and process large-scale datasets. Design and maintain data pipelines for efficient data collection, transformation, and storage.
Model Development : Build, train, and fine-tune machine learning models using AWS SageMaker or custom frameworks. Implement supervised and unsupervised learning algorithms, and optimize model performance.
Scalability & Automation : Scale machine learning workflows and automate tasks using AWS technologies to improve efficiency and reduce manual intervention.
Cloud Security & Best Practices : Ensure models and data are securely managed in the cloud, following AWS security best practices and governance frameworks.
Collaboration & Communication : Work closely with data engineers, DevOps, product teams, and business stakeholders to define project requirements and deliver impactful data science solutions.
Experimentation & A / B Testing : Conduct A / B testing, model validation, and experimentation to assess model performance and derive insights.
Continuous Learning & Innovation : Stay updated with the latest AWS technologies, machine learning algorithms, and best practices to ensure cutting-edge solutions.
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Wilmington, DE
Full Time