02 Oct
|
Societe Generale Global Solution Centre
|
Bengaluru
02 Oct
Societe Generale Global Solution Centre
Bengaluru
Responsibilities
Key Responsibilities:
As a AI Ops Expert , Responsible and full ownership for the deliverables with greater defined quality standards with defined timeline and budget
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.
Required
Profile required
Requirements and skills
• Bachelor’s or Master’s degree in Computer Science, Software Engineering, or a related field.
• 2-7 year relevant experience
• 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.
• Robust 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
📌 Senior Lead Data Scientist (Bengaluru)
🏢 Societe Generale Global Solution Centre
📍 Bengaluru