Senior ML Ops Engineer: Vertex AI, GCP & CI/CD Expert

GlobalLogic Inc.; Polska; On-site; PLN 240,000 - 360,000; Full time

Job summary

GlobalLogic Inc. is assisting a client in building an enterprise-scale HITL AI platform for threat intelligence.

The engagement focuses on deploying cutting-edge generative and agentic AI systems, with an initial 4‑month period and potential extensions based on project needs. The role requires strong DevOps or platform engineering background, hands-on ML workloads, advanced GCP and Terraform skills, and experience with Vertex AI, CI/CD pipelines, and secure infrastructure.

Qualifications

• 5+ years of DevOps or platform engineering experience, including 2+ years supporting ML workloads.
• Advanced Google Cloud Platform and Terraform expertise.
• Vertex AI Pipelines, Endpoints and Model Registry or equivalent MLOps stack.
• CI/CD with Cloud Build or GitHub Actions, containers and Kubernetes.
• Enterprise security controls: IAM, secrets management and network perimeters.
• Experience with MLflow, LLM observability tooling, and BigQuery data engineering.
• Google Cloud Professional certifications.

Responsibilities

• Provision all infrastructure as code with Terraform: Vertex AI, Cloud Run/GKE, Pub/Sub, BigQuery, Cloud SQL, Secret Manager, IAM and VPC Service Controls.
• Build CI/CD for services and models, the model registry and experiment tracking.
• Serve the ModernBERT model with low latency and cost-efficient inference.
• Automate retraining triggered by feedback volume or drift, with gated production promotion.
• Operate the feedback and precedent data infrastructure (BigQuery and a vector store).
• Secure and audit MCP server access: authentication, token management and Cloud Logging.
• Run observability for latency, cost and quality alerts, and lead Hypercare and incident response.

Skills

DevOps

Platform engineering

ML workloads

GCP

Terraform

Vertex AI

CI/CD

GitHub Actions

Kubernetes

IAM

Secrets management

BigQuery

MLflow

LLM observability

Data engineering

Tools

GitHub Actions

Cloud Build

Kubernetes

Job description

GlobalLogic Inc. is assisting a client in building an enterprise-scale HITL AI platform for threat intelligence.

The engagement focuses on deploying cutting-edge generative and agentic AI systems, with an initial 4‑month period and potential extensions based on project needs. The role requires strong DevOps or platform engineering background, hands-on ML workloads, advanced GCP and Terraform skills, and experience with Vertex AI, CI/CD pipelines, and secure infrastructure.