Lead MLOps Engineer (Vertex AI & GCP)

Job summary

Senior MLOps Engineer responsible for designing, implementing, and managing cloud infrastructure and deployment pipelines for machine learning models on Google Cloud Platform.

Qualifications

• 3+ years of hands-on experience with MLOps solutions and deploying machine learning models.
• Strong expertise with Google Cloud Platform services including Vertex AI and BigQuery.
• Experience implementing CI/CD pipelines and Infrastructure as Code using tools like Terraform and Jenkins.
• Ability to lead technical initiatives and communicate effectively with diverse teams.

Responsibilities

• Lead migration, containerization, and deployment of machine learning models into Google Cloud Vertex AI.
• Design, implement, and maintain scalable CI/CD pipelines using Vertex AI Pipelines, Kubeflow, and Cloud Build.
• Develop and manage model deployment frameworks for real-time and batch inference workloads.
• Establish monitoring, governance, and lifecycle management processes including model drift detection and version control.
• Collaborate with business stakeholders and Data Science teams to define requirements and deliver MLOps solutions.

Skills

Certifications

Relocation