End Client : Southern Glazers
Location: Dallas, TX Onsite role
Visa: NO OPT/CPT/ FAKE GC
Responsibilities
Key Responsibilities:
Model Development:
Collaborate with data scientists to develop, train, and validate Real Time machine learning models.
Implement algorithms and techniques suitable for real-time data processing and inference.
Real-Time Deployment:
Design and implement robust deployment pipelines for machine learning models in real-time environments.
Utilize cloud services (GCP or AWS) for deploying and scaling machine learning models.
System Architecture:
Architect and optimize end-to-end machine learning solutions that integrate seamlessly with existing infrastructure.
Ensure solutions are built for scalability, maintainability, and high availability.
Performance Monitoring:
Monitor model performance and ensure real-time systems are operating at optimal levels.
Implement logging, tracking, and alerting mechanisms to identify and address model drift or system failures.
Collaboration:
Work closely with cross-functional teams, including data engineers, software developers, and product managers, to align on project goals and deliverables.
Communicate technical concepts to non-technical stakeholders effectively.
Documentation:
Create and maintain documentation for model development, deployment processes, and system architecture.
Document best practices and contribute to knowledge-sharing initiatives within the team.
Continuous Improvement:
Stay up-to-date with the latest trends in machine learning and cloud technologies.
Proactively identify areas for improvement in existing processes and models