Machine Learning Operations Engineer (MLOps)

Remote, US R

USD 150K-200K (estimate) Mid-level Full Time

@ B...

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Found 18h ago

Tasks

Build Docker containers for machine learning models
Deploy Docker images on Kubernetes
Deploy models as REST APIs in production
Deploy platform in production on cloud infrastructure
Develop Flask and FastAPI model API services
Develop backend deployment pipeline for platform infrastructure
Develop end to end pipelines for deploying machine learning models
Document processes and workflow
Enhance platform performance with continuous unit testing
Integrate SQL database objects with platform
Integrate machine learning model REST API endpoints with platform
Maintain Kubernetes and virtual machines on Google Cloud Platform
Maintain and optimize database systems
Monitor and measure product performance
Monitor logs and test for vulnerabilities
Provide unit and stress testing frameworks for production services
Review performance data to develop standard work

Perks/Benefits

Skills/Tech-stack

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Machine Learning Operations Engineer (MLOps)

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