Senior ML Ops Engineer – GCP IRC308185

GlobalLogic; Województwo pomorskie; On-site; PLN 83,000 - 124,000; Full time

Job summary

GlobalLogic Inc. is seeking a seasoned DevOps/Platform Engineer to join a client project focused on building a HITL AI agent platform for threat intelligence.

The role emphasizes scalable infrastructure and ML workloads in a cloud-native environment, with a strong emphasis on security and governance. The initial engagement spans 4 months with potential extension, offering opportunities to work with Vertex AI, Terraform, Kubernetes, and CI/CD pipelines while delivering low-latency inference and

Qualifications

• 5+ years in DevOps or platform engineering with ML exposure.
• Proficient in GCP and Terraform.
• Experience with Vertex AI pipelines, endpoints, and model registry.
• CI/CD and containers with Kubernetes experience.
• IAM, secrets management and network perimeter security.

Responsibilities

• Provision infra as code with Terraform for Vertex AI, Cloud Run/GKE, Pub/Sub, BigQuery, and more.
• Build CI/CD pipelines for services and models, including the model registry and experiment tracking.
• Serve the ModernBERT model with low latency and cost-efficient inference.
• Automate retraining triggered by feedback drift, with gated promotion to production.
• Operate the feedback and data infrastructure (BigQuery and vector store).
• Secure and audit MCP server access and Cloud Logging.
• Run observability for latency, cost and quality alerts; lead Hypercare and incident response.

Skills

DevOps / Platform engineering

ML workloads support

Google Cloud Platform

Terraform

Vertex AI

CI/CD

Kubernetes

IAM & secrets management

Tools

Vertex AI Pipelines

Vertex AI Endpoints

Model Registry

Pub/Sub

BigQuery

Cloud Run / GKE

Secret Manager

Job description

Description

Our Client is a leading global threat intelligence platform to design and deliver an enterprise-scale, Human-in-the-Loop (HITL) AI agent platform. The initiative centers on accelerating expert analyst decision-making by augmenting high-complexity threat intelligence workflows with cutting-edge generative and agentic AI systems.

Description

Our Client is a leading global threat intelligence platform to design and deliver an enterprise-scale, Human-in-the-Loop (HITL) AI agent platform. The initiative centers on accelerating expert analyst decision-making by augmenting high-complexity threat intelligence workflows with cutting-edge generative and agentic AI systems.

The initial engagement is planned for 4 months, with the possibility of extension depending on project needs.

Requirements

Essential 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.

Desirable Qualifications

• Inference optimization (ONNX, quantization).
• MLflow, LLM observability tooling, and data engineering in BigQuery.
• Google Cloud Professional certifications.

Job responsibilities

Key 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.

What we offer

Empowering Projects

With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting-edge technologies. As a team, we engineer digital products that positively impact people’s lives.

Empowering Growth

We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success.

DE&I Matters

At GlobalLogic, we deeply value and embrace diversity. We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment.

Career Development

Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm.

Comprehensive Benefits

In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well-being of our consultants. We genuinely care about their health and strive to create a positive work environment.

Flexible Opportunities

At GlobalLogic, we prioritize work-life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company.

About GlobalLogic

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.