Cortex is hiring for MLOps Engineer WORK FROM OFFICE Notice; Immediate to 30days Roles And Responsibilites
Design and implement end-to-end CI/CD pipelines for machine learning - Build and maintain automated pipelines for model training, validation, deployment, and rollback, enabling reliable and repeatable ML releases into production.
Own and operate the ML platform using Google Vertex AI - Set up, configure, and manage Vertex AI for model training, experimentation, deployment, and inference, ensuring scalability, security, and cost efficiency.
Enable automated model re-training and lifecycle management- Develop data- and performance-triggered re-training workflows to ensure models remain accurate and relevant as data patterns evolve.
Implement robust model monitoring and observability - Establish monitoring for model performance, data drift, prediction quality, and pipeline health, with alerting and dashboards for proactive issue detection.
Ensure production-grade reliability, governance, and collaboration - Enforce versioning, lineage, reproducibility, and auditability across ML workflows,



while collaborating closely with data scientists, engineers, and product teams.
Programming & ML Engineering - Solid proficiency in Python for ML pipelines, automation, and backend services and Working knowledge of ML frameworks such as TensorFlow, PyTorch, or Scikit-learn
MLOps & CI/CD - Familiarity with pipeline orchestration (Kubeflow Pipelines, Vertex AI Pipelines, Airflow) and Understanding of ML lifecycle management (training, validation, deployment, rollback)
Cloud & Platform (GCP Preferred) - Robust experience with Google Cloud Platform, especially Vertex AI
Containers, Infrastructure & DevOps - Hands-on experience with Docker and containerized ML workloads and Familiarity with Kubernetes (GKE preferred)
Monitoring, Observability & Data Quality - Understanding of data validation and quality checks in ML pipelines and Experience with model monitoring (performance, drift, bias)

If interested please forward your resumes This job is posted by Aishwarya.K Business HR Cortex Consultants

📌 Ml Ops Engineer With Vertex Ai Mumbai
🏢 Cortex Consultants
📍 Mumbai