Pathway

Machine Learning DevOps - Cloud and Compute Cluster - R&D Support

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MidZdalnie·WrocławFull-time

#246222·Dodano 8.11.2025·21

Źródło: Pathway

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Tech Stack / Keywords

Machine Learning DevOpsCloudArchitectureAIOpenAI Linux LLM

Firma i stanowisko

Pathway is building LiveAI™ systems that think and learn in real time as humans do. Its team includes AI luminaries such as CTO Jan Chorowski and CSO Adrian Kosowski, with strong investor backing and offices in Palo Alto, Paris, and Wrocław.

Wymagania

Very good familiarity with Linux, shell scripts, and cluster configuration scripts.
Proficiency in workload management, containerization and orchestration (Slurm, Docker, Kubernetes).
Solid grasp of CI/CD tools and workflows (GitHub Actions, Jenkins, Gitlab CI).
Cloud infrastructure knowledge (AWS, GCP, Azure), especially ML services (SageMaker Hyperpod, Vertex AI).
Familiarity with monitoring/logging tools (Grafana, CloudWatch, Prometheus, Loki).
Experience with infrastructure as code (Terraform, CloudFormation, cluster-toolkit).
Experience with ML pipeline orchestration tools (MLflow, Kubeflow, Airflow, Metaflow).
Programming skills in Python (with exposure to ML libraries like TensorFlow, PyTorch).
Experience with cluster, systems, and networks administration.
Willingness to learn.
Minimum BSc in Computer Science or Information Technology.

Obowiązki

Optimize infrastructure for ML training and inference (e.g., GPUs, distributed compute).
Automate and maintain ML/LLM pipelines (data ingestion, training, validation, deployment).
Manage model versioning, reproducibility, and traceability.
Work with terabyte-large datasets.
Implement ML-centric CI/CD practices.
Monitor model performance and data drift in production.
Collaborate with machine learning engineers, software engineers, and platform teams.

Benefity

Intellectually stimulating work environment working with realtime data processing and AI.
Work in a leading AI startup with exciting career prospects globally.
Ability to make significant contributions to company success.
Inclusive workplace culture.
Permanent employment contract.
Remote work with option to work or meet at offices in Palo Alto, CA; Paris, France; or Wrocław, Poland.
Candidates based in EU, United States, and Canada considered.
Compensation based on profile and location.

Concierge

Inne informacje

Candidates must be based anywhere in the EU, United States, or Canada to be considered.

Pathway

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