Senior ML Ops Engineer — Low-Latency GenAI for Threat Intel

GlobalLogic Inc.; Rzeszów; On-site; PLN 167,000 - 257,000; Full time

Benefits offered by this job

Empowering Projects

Empowering Growth

DE&I Matters

Career Development

Comprehensive Benefits

Flexible Opportunities

Job summary

GlobalLogic Inc. is seeking a DevOps/Platform Engineer to design and implement scalable infrastructure for a HITL AI platform supporting ML workloads.

The role focuses on building and securing cloud-native pipelines, promoting production-grade CI/CD, and enabling low-latency inference for models like ModernBERT. You will provision IaC with Terraform across Vertex AI, GKE, BigQuery and related services, maintain model registries, and ensure robust security and observability.

Qualifications

• 5+ years of DevOps or platform engineering, including 2+ years supporting ML workloads.
• Advanced Google Cloud Platform and Terraform.
• Vertex AI Pipelines, Endpoints and Model Registry, or an equivalent MLOps stack.
• CI/CD (Cloud Build or GitHub Actions), containers and Kubernetes.
• Enterprise security controls: IAM, secrets management and network perimeters.

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 promotion to production.
• 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

CI/CD

Kubernetes

IAM & security

Tools

Google Cloud Platform

Terraform

Vertex AI

Cloud Run/GKE

BigQuery

Pub/Sub

Secret Manager

IAM & VPC Service Controls

Job description

GlobalLogic Inc. is seeking a DevOps/Platform Engineer to design and implement scalable infrastructure for a HITL AI platform supporting ML workloads.

The role focuses on building and securing cloud-native pipelines, promoting production-grade CI/CD, and enabling low-latency inference for models like ModernBERT. You will provision IaC with Terraform across Vertex AI, GKE, BigQuery and related services, maintain model registries, and ensure robust security and observability.