10 Aug
|
Societe Generale Global Solution Centre
|
Bengaluru
10 Aug
Societe Generale Global Solution Centre
Bengaluru
Reference 25000O9P
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.
Strong problem-solving skills and the ability to work in a quick-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 Az
📌 Senior Lead Data Scientist (Bengaluru)
🏢 Societe Generale Global Solution Centre
📍 Bengaluru