Quince is hiring a
Senior MLOps Engineer

Summary

The job is for an MLOps Engineer at Quince, a retail and technology company that focuses on providing high-quality essential goods at affordable prices. The candidate will be responsible for designing, building, and maintaining ML pipelines, implementing CI/CD processes, and ensuring scalability and reliability of the ML infrastructure.

Requirements

• Bachelor degree in computer science, engineering or related field
• 5+ years of experience in MLOps or ML engineering
• Hands-on and expertise experience in: building and maintaining ML pipelines, building and managing scalable ML production infrastructure, and AWS or other major cloud services
• Strong knowledge of CI/CD practices for ML models
• Familiarity with DevOps principles and tools
• Familiarity with TensorFlow, PyTorch, or similar frameworks
• Proficient in Python and Java (or Scala)
• Excellent communication skills
• Move fast, be a team player, and kind

Responsibilities

• Design, Build, and Maintain ML Pipelines
• Implement Continuous Integration/Continuous Deployment (CI/CD) for ML Models
• Build and Own Production Infrastructure for Serving ML Models
• Build. and Own the Feature Store
• Collaborate with Data Scientists and Engineers
• Monitor and Optimize Model Performance
• Ensure Scalability and Reliability
• Automate Data and Model Management
• Optimize Resource Utilization
• Conduct Root Cause Analysis and Troubleshooting