Join Buzz Solutions as a Machine Learning Operations Engineer and be part of a dynamic team shaping the future of energy and technology.
Requirements
- Develop end-to-end backend pipelines for deploying machine learning models
- Build Docker containers for trained machine learning models
- Deploy Docker container images on Kubernetes engine
- Maintain Kubernetes engine and virtual machines on Google Cloud Platform
- Develop Flask and FastAPI frameworks in Python for deploying models as APIs
- Deploy the models in production as REST APIs on cloud infrastructure
- Observe and measure current product performance
- Review the process and product performance data with the team to develop standard work
- Document the process, code reviews and workflow to streamline product enhancements
- Develop end-to-end pipeline for deploying software platform backend infrastructure
- Build end-to-end methodology for backend modules of the cloud software platform
- Choose the optimal technology stack for building out the elements of the software platform backend
- Establish platform features and timelines for product roadmap
- Integrate SQL database objects with the software platform
- Integrate machine learning model REST API endpoints with software platform
- Deploy the platform in production on cloud infrastructure
- Work with a team of software engineers to enhance performance of the software platform and run continuous unit tests for deployed products
- Observe and measure current product performance
- Review the process and product performance data with team to develop standard work
- Document the process, code reviews and workflow to streamline product enhancements
- Maintain and monitor cloud infrastructure
- Monitor the logs of customer usage of the products and test for any vulnerabilities
- Maintain database systems and optimize for performance and costs
- Provide unit and stress testing frameworks for cloud infrastructure services deployed in production environments
- Document the process, code reviews and workflow to streamline product enhancements
Benefits
- Paid time off
- 401k Matching
- Retirement Plan
- Four Day Work Week
- Generous Parental Leave
- Tuition Reimbursement
- Relocation Assistance
