AI Ops Engineer
- Top B2b Mnc
- 3 - 8 years
- Bengaluru
- 1 month ago
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Job Description
Role & responsibilities
Responsibilities:
- Design, implement, and manage AIops solutions to automate and optimize AI/ML workflows.
- Collaborate with data scientists, engineers, and other stakeholders to ensure seamless integration of AI/ML models into production.
- Monitor and maintain the health and performance of AI/ML systems.
- Develop and maintain CI/CD pipelines for AI/ML models.
- Implement best practices for model versioning, testing, and deployment.
- Troubleshoot and resolve issues related to AI/ML infrastructure and workflows.
- Stay up-to-date with the latest AIops, MLOps, and Kubernetes tools and technologies.
Preferred candidate profile
Requirements:
- Proven experience in AIops, MLOps, or related fields.
- Strong proficiency in Python and experience with FastAPI.
- Strong handson expertise on Kubernetes (Or AKS)
- Hands-on experience with MS Azure and its AI/ML services, including Azure ML Flow.
- Proficiency in using DevContainer for development.
- Knowledge of CI/CD tools such as Jenkins, GitHub Actions, or Azure DevOps.
- Experience with containerization and orchestration tools like Docker and Kubernetes.
- Strong problem-solving skills and the ability to work in a fast-paced environment.
- Excellent communication and collaboration skills.
Preferred Skills:
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Familiarity with data engineering tools like Apache Kafka, Apache Spark, or similar.
- Knowledge of monitoring and logging tools such as Prometheus, Grafana, or ELK stack.
- Understanding of data versioning tools like DVC or MLflow.
- Experience with infrastructure as code (IaC) tools like Terraform or Ansible.
- Proficiency in Azure-specific tools and services, such as:
- Azure Machine Learning (Azure ML)
- Azure DevOps
- Azure Kubernetes Service (AKS)
- Azure Functions
- Azure Logic Apps
- Azure Data Factory
- Azure Monitor and Application Insights
Job Classification
Industry: BankingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: Top B2B MNC FinancialLocation(s): Bengaluru+ View Contact
Keyskills: ML Flows Devops Python Machine Learning
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₹ 5-10 Lacs P.A
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