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Cloud Devops Developer Jobs
Company | Rite Pros |
Address | , Portland, 04101, Me |
Employment type | |
Salary | |
Expires | 2023-07-20 |
Posted at | 11 months ago |
Cloud DevOps Developer with Bachelor’s Degree in Computer Science, Computer Information Systems, Information Technology, or a combination of education and experience equating to the U.S. equivalent of a Bachelor’s degree in one of the aforementioned subjects.
Job Duties and Responsibilities:
- Developing and deploying Spark / Databricks jobs with enterprise tool stack including Jenkins, GitHub actions.
- Develop and maintain tools and processes to automate and streamline Machine Learning model deployment, monitoring, and management.
- Deploying and optimizing different pipelines that support various Data Science processes.
- Document and communicate MLOps processes, guidelines and procedures to ensure consistency and knowledge sharing across the organization.
- Deployment utilizing containerization solutions like Docker and Kubernetes.
- Monitor the performance and health of deployed Machine Learning models, making necessary adjustments and improvements to ensure optimal performance and reliability.
- Writing production level test driven code in Python and/or Java and Scala.
- Work as an Agile team member in a scrum team and collaborate with other Engineers and Scientists.
- Establish and set up model Life Cycle Management with tools like MLflow, etc.
- Implement and manage version control, continuous integration, and continuous deployment (CI/CD) systems for Machine Learning models and related software components.
- Work with Product Managers and Senior Scientists to deliver on the modeling needs.
- Troubleshoot and resolve issues related to Machine Learning model deployment and infrastructure.
Technologies Involved / Skills required for the position:
- Cloud Platform: Google Cloud Platform (GCP) services, including AI Platform, Vertex AI, Dataflow, BigQuery, Cloud Storage, and Kubernetes Engine.
- Monitoring and Logging: Vertex AI Monitoring.
- Experiment Tracking and Model Versioning: MLflow, DVC, or TFX for tracking experiments, managing model versions, and ensuring reproducibility.
- CI/CD and Version Control: Jenkins and Git.
- Containerization and Orchestration: Docker for containerization and Kubernetes with Helm.
- Data Processing and Pipeline: Apache Beam - Dataflow, and Apache Airflow, DataProc.
- Programming Languages: Python, Scala.
- Machine Learning Frameworks: TensorFlow, PyTorch, Scikit-learn.
Technologies/Enivornment involved :
IBM Cognos Analytics 11.1.x (Framework Manager, Report Studio and Event Studio), Tableau Desktop 2021.x, Oracle 21c.
Work location is Portland, ME with required travel to client locations throughout USA.
Rite Pros is an equal opportunity employer (EOE).
Please Mail Resumes to:
Rite Pros, Inc.
565 Congress St, Suite # 305
Portland, ME 04101.
Email: [email protected]
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