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Cross-functional Data Architect

Next Ventures

On-site Freelance 1mo ago

About the role

Mission

We are looking for a cross-functional Data Architect (DevOps/FinOps) with strong expertise in GCP.

Responsibilities

  • Designing and implementing robust and high-performance cloud data architectures
  • Defining architectural standards and data governance frameworks across Data, AI, DevOps, MLOps, IT, and Cloud
  • Establishing model governance and supervising the use of LLMs, including managing ethical and regulatory risks
  • Writing, maintaining, and promoting best practices across Data (On-Premise & Cloud) and DevOps
  • Integrating FinOps principles from the design phase of architectures
  • Recommending performance monitoring approaches for Data/AI and supervising data pipelines
  • Optimising GPU and cloud costs and implementing an AI-focused FinOps strategy
  • Contributing to the definition of internal cost allocation (chargeback) models

Required Expertise

  • Strong proficiency in Google Cloud Platform (GCP): BigQuery, Composer, Airflow, DataProc, DataFlow
  • Experience with Terraform, Git, Jenkins
  • Experience in hybrid environments (on-premise + cloud)
  • Strong experience in DevOps and MLOps: Git, GitLab, GitLab CI, GitOps, Helm, ML pipelines
  • Proven experience with DevOps, orchestration, and containerisation tools: Terraform, Ansible, Docker, Kubernetes
  • Strong knowledge of FinOps, cost optimisation, and monitoring tools: ELK, Grafana, Prometheus, Google Monitoring

Skills

AirflowAnsibleBigQueryComposerDataFlowDataProcDockerELKGitGitLabGitLab CIGitOpsGCPGoogle MonitoringGrafanaHelmJenkinsKubernetesML pipelinesMLOpsPrometheusTerraform

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