7 - 10 years

27 - 37 Lacs

Posted:2 months ago| Platform: Naukri logo

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Full Time

Job Description

As a Senior Platform Engineer : You will be expected to perform the following tasks and responsibilities in a manner consistent with CBA's Values and People Capabilities. Core Responsibilities: Design, implement, and maintain the infrastructure and systems necessary for AI/ML use cases including model deployment/monitoring/orchestration. Develop and manage CI/CD pipelines for AI/ML use cases to ensure efficient and automated model deployment. Collaborate with data scientists and engineers to build robust ML pipelines that can handle large datasets and traffic. Implement robust monitoring and alerting systems to track model performance, data drift, and system health. Maintain security adherence and compliance standards, including data privacy and model explainability. Ensure clear and comprehensive documentation of AI/ML processes, infrastructure, along with configurations. Work closely with cross functional teams, including data scientists, software engineers, and DevOps, to ensure smooth model deployment and operations. Drive E2E AI use cases in R&D style of development. Your skills & Your Experience Experience: Strong Experience in Python, Shell Scripting etc Strong experience in building & packaging enterprise ready AI applications into Docker containers Strong experience in CI/CD tools (e.g Git/GitHub, TeamCity, Artifactory, Octopus, Jenkins, etc.) Experience in automating repetitive tasks using Ansible, Terraform etc. Experience in AWS Identify and drive opportunities for continuous improvement within the team and in delivery of products. Help to promote good coding standards and practices to ensure high quality. Understanding of MLOps practices for continuous integration, deployment, and monitoring of ML models Good to Have: Basic understanding of database concepts, SQL Domain experience in finance, banking, Insurance Good understanding of AI/ML concepts and GenAI foundations Your Qualifications Essential: A degree in Engineering / Computer Science or a related discipline Minimum 7 years of Experience in IT Industry, with hands on experience. Desirable: Specialties: Big Data, CI/CD, AWS /Cloud Services. Experience in Development (Coding, Testing) Additional industry or product certification Required Technical Skills Proficient in Python, Kubernetes, Docker, GitHub, AWS. Experience with monitoring tools (observability, Grafana, Telemetry). Strong background in MLOps and DevOps. Proficient in Shell Scripting and Ansible. DevSecOps expertise Domain experience in finance, banking, Insurance is good to have Strong communication skills. Open for candidates with 60-90days notice period. Note: Require 100% Diversity profiles.

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Commonwealth Bank of Australia, India logo
Commonwealth Bank of Australia, India

Banking

Mumbai

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