36 минут назад
DevOps Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
DevOps Engineer (AI): Designing cloud infrastructure and Kubernetes platforms for GPU-intensive machine learning workloads and production SaaS with an accent on multi-cloud architecture, GitOps, infrastructure as code, and observability. Focus on optimizing model training and serving infrastructure, automating deployments, and reducing cloud costs through FinOps practices.
Location: Europe; remote
Company
is an AI company developing NEXUS, a large tabular model for enterprise decision-making.
What you will do
- Design and implement cloud infrastructure for GPU-based machine learning workloads and production SaaS hosting.
- Build and maintain Kubernetes clusters with multi-cluster management, resource scheduling, autoscaling, networking, and security.
- Implement GitOps deployments with ArgoCD, infrastructure as code with Terraform, and CI/CD pipelines.
- Develop monitoring and observability solutions for distributed systems.
- Automate infrastructure management with Python and Bash while collaborating with ML engineers on model training and serving.
- Monitor and optimize cloud spending, especially for GPU-intensive workloads, using FinOps practices.
Requirements
- 5+ years of experience in cloud infrastructure and DevOps.
- 3+ years of experience with Python.
- Strong experience with AWS and GCP.
- Deep expertise in Kubernetes, including GPU workload optimization, autoscaling, network policies, and security.
- Extensive experience with cloud networking, CI/CD, Terraform, GitOps, monitoring, and observability.
- Experience with FinOps and cloud cost optimization.
Nice to have
- Experience with ML workflow tooling such as MLflow or Kubeflow.
- Experience with FastAPI and backend applications.
- Familiarity with Databricks or Snowflake.
- Exposure to SRE practices or cloud security certifications.
- Hands-on experience with Prometheus, Grafana, or Datadog.
Culture & Benefits
- Competitive salary and equity compensation.
- Comprehensive health coverage for employees and dependents.
- Paid parental leave for all new parents, including adoptive and surrogate journeys.
- Relocation support for employees moving to an office location.
- Low-ego, mission-driven culture focused on diversity of thought, ownership, and bias toward action.
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