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Sr. ML Ops Engineer
2 months ago
Job Title: Sr. ML Ops Engineer
Location: Los Angeles, CA
Salary: $140K
Only Full-time candidates GC & USC. No H1 transfer. Should be local to LA
Requirements
Roles & Responsibilities :
1. Ensure reliability and cost saving. Scale the proof of concept product to enterprise grade application with all the required components for reliability, scalability, monitoring and security.
2. Suggest and implement the best practices from Software engineering to ML workflow to ensure CI/CD, reproducibility and quick delivery cycle.
3. Lead and drive the deployment of ML models, life cycle management and monitoring of Machine Learning(ML) and Deep Learning (DL) models in in all stages leading to production
4. Be a subject matter expert on DevOps practices, CI/CD and Configuration Management with assigned engineering team
5. Automate and streamline ML operations and processes.
6. Build and maintain tools for deployment, monitoring, and operations. Also troubleshoot and resolve issues in development, testing, and production environments
7. Operate and maintain systems supporting the provisioning of new clients, applications, and features
8. Work to improve Data scientist and Data engineer productivity and delivery speed by enabling them to be more self-sufficient with automated operational processes.
9. Successfully devise and implement strategies to ensure ML heavy systems operate with high accuracy in Production and adapt to discovered needs.
10. Collaborate with Data Scientists, Data Engineers, ML Engineers, cloud platform and application engineers to create and implement cloud policies and governance for ML/DL model life cycle
