high 5 games
DevOps Engineer
Canada
Sponsorship not specifiedDetected 20 days ago
PythonBigQueryGCPCloud PlatformsDockerKubernetesTerraformAnsibleCI/CDJenkinsDevOpsMachine LearningData EngineeringLangGraphAI OrchestrationResearch
About the role
- You'll work hand-in-hand with data scientists, ML engineers, and other DevOps experts to automate workflows, enhance performance, and keep our AI systems running seamlessly for millions of players worldwide.
- Set up infrastructure for model monitoring and observability - detecting drift, bias, and performance issues using Vertex AI Model Monitoring and custom dashboards.
- Troubleshoot complex issues affecting ML/Data pipelines and production systems.
Responsibilities
- Manage, configure, and automate cloud infrastructure using tools such as Terraform and Ansible.
- Implement CI/CD pipelines for ML models and data workflows, focusing on automation, versioning, rollback, and monitoring with tools like Vertex AI, Jenkins, and DataDog.
- Build and maintain scalable data and feature pipelines for both real-time and batch processing using BigQuery, BigTable, Dataflow, Composer, Pub/Sub, and Cloud Run.
- Optimize inference performance, improving latency and cost-efficiency of AI workloads.
- Define and implement infrastructure best practices for deployment, monitoring, logging, and security.
Requirements
- 3+ years of experience as a DevOps Engineer, ideally with a focus on ML and Data infrastructure.
- Strong hands-on experience with Google Cloud Platform (GCP) - especially BigQuery, Dataflow, Vertex AI, Cloud Run, and Pub/Sub.
- Strong understanding of monitoring and logging best practices for cloud and data systems.
- Scripting experience with Python, Groovy, or Shell.
Nice to have
- Familiarity with AI orchestration frameworks (LangGraph or LangChain) is a plus.
Benefits
- Proficiency with Terraform (and bonus points for Ansible ).
Company info
- What We're Looking For
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This listing is sourced directly from high 5 games's careers page and normalized into a canonical job model.