Senior MLOps Engineer (AI/ML Platform)

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SeniorInne·B2B
#392985·Dodano 5 dni temu·0
Źródło: justjoin.it
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Tech Stack / Keywords

GCPVertexAITerraformPythonTensorFlowPyTorchMLflow

Firma i stanowisko

Xebia sp. z o.o. is located in Wrocław and specializes in AI/ML platform engineering and MLOps solutions.

Wymagania

  • Proven experience in MLOps / ML Platform Engineering in production environments
  • Hands-on expertise with GCP (Vertex AI) and cloud-native ML workflows, and Terraform (GCP provider) for infrastructure as code
  • Strong experience with Python (3.10+), ML frameworks (TensorFlow, PyTorch, scikit-learn) and MLOps tools (MLflow, KFP SDK)
  • Experience building secure, production-grade APIs using FastAPI or Flask
  • Solid understanding of CI/CD pipelines (GitHub Actions), identity & access management (OAuth 2.0, WIF)
  • Experience with Slurm and HPC environments including GPU scheduling
  • Strong knowledge of ML lifecycle best practices and distributed training and model deployment patterns

Obowiązki

  • Designing, building, and managing AI/ML platform infrastructure on Google Cloud Platform (GCP), leveraging Vertex AI services
  • Building and operating ML pipelines including model training, evaluation, deployment, and lifecycle management
  • Provisioning and automating cloud infrastructure using Terraform and integrating it into CI/CD pipelines
  • Developing and maintaining CI/CD workflows with GitHub Actions and automating ML training, deployment, and retraining processes
  • Developing production-grade Python solutions and designing secure, scalable REST APIs
  • Implementing monitoring and observability for ML models including performance tracking, data drift detection, and system health
  • Collaborating with hybrid cloud and HPC environments to support GPU-based training and large-scale ML workloads

Benefity

  • Development budgets up to 6,800 PLN
  • Funded certifications (e.g., AWS, Azure)
  • Access to Udemy, O'Reilly, and more
  • Events and technology conferences
  • Technology Guilds
  • Internal training and Xebia Upskill
  • Private medical healthcare
  • MultiSport card subsidy
  • Mental health support
  • Flexible contracts: B2B or employment contract with indefinite period
Dofinansowanie szkoleń
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Karta sportowa
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Inne informacje

The administrator of Personal Data in recruitment is Xebia Sp. z o.o. located in Wrocław, ul. Sucha 3. Data processing follows GDPR principles minimizing data collection. Candidates may withdraw consent any time. Contact via postal address or [email protected].

Xebia sp. z o.o.

Xebia sp. z o.o.

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