Job Description :
INFOSYS NEED !! Immediate Interview - Please send me your resume to expedite the process of submission
Data Science / Machine Learning Architect
Request ID: 46979-1
Job Title: Data Science / Machine Learning Architect
Work Location: Houston TX 77002
Contract duration: 6 Months
Machine Learning (ML) Model Deployment, Support & Monitoring:
Assess and document current Data Science Platform Landscape during discovery phase
Gather and assess the data science model deployment and refresh requirements for two applications deployed in production – e.g., data sources, models & algorithms, modeling codes/ data pipeline, performance metrics, interfaces, library, version dependencies etc.
Define Model Deployment and Monitoring Solution Architecture
Develop industrialized Model Deployment & Monitoring Plan for AI ML Models
Skills:
As Is Scenario Assessment - Expert
Requirements Gathering - Expert
Data Science Model Life Cycle - Expert
Cloud based Solution Architecture - Expert
Docker Containers, Kubernetes & ML Pipelienes - Intermediate
Model Deployment & Monitoring in Cloud (MLOps) (Azure ML Service/ AWS Sage Maker/ Google AI Platform, IBM) - Expert [Actual Project Experience in at least one Cloud based ML environment]
Azure Cloud Offerings - Intermediate
Azure ML Service & Python SDK - Awareness
Python 3.x Programming - Intermediate
RESTful APIs for wrapping ML Models / System Integration - Intermediate
CI/CD Integration - Intermediate