MLOps Engineer (AWS/Databricks)
Мэтч & Сопровод
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Описание вакансии
TL;DR
MLOps Engineer (AWS/Databricks): Building and optimizing a scalable, secure, and automated ML platform with an accent on model lifecycle management, infrastructure automation, and production-grade reliability. Focus on designing robust CI/CD pipelines, implementing observability, and managing complex ML workloads on AWS and Databricks.
Salary: EUR 4,050–6,000 (gross) per month
Company
is a global software development company providing IT solutions for major international businesses across various industries.
What you will do
- Design and implement scalable, secure, and cost-efficient MLOps solutions on AWS and Databricks.
- Automate ML deployment pipelines to reduce manual intervention and operational overhead.
- Collaborate with data scientists to align solutions with platform standards and best practices.
- Integrate security controls and compliance requirements throughout the ML lifecycle.
- Manage incidents end-to-end, from root cause analysis to long-term prevention.
- Enhance system observability using metrics, logging, and dashboards.
Requirements
- 4+ years of experience as an MLOps Engineer or in a similar role.
- Strong hands-on experience with AWS architecture, security, and cost optimization.
- Proficiency with Databricks tools including MLflow, Workflows, and Unity Catalog.
- Expert knowledge of Terraform/Terragrunt and Kubernetes cluster optimization.
- Advanced experience in MLOps practices for continuous training and automated deployment.
- English proficiency at Intermediate level or higher.
Nice to have
- Experience with LLMOps frameworks like Langfuse, ollama, or vLLM.
- Familiarity with Kubeflow or Argo Workflows.
- Experience with GitOps workflows using ArgoCD or FluxCD.
Culture & Benefits
- Flexible work arrangements including fully remote, hybrid, or office-based options.
- Comprehensive private health insurance and sports activity compensation.
- Access to a corporate training portal and certification compensation for AWS/PMP.
- Structured mentoring and adaptation systems for professional growth.
- English language courses and a referral program.
- Active corporate life with team events and office amenities.
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