Senior Ml Ops/devops - Hybrid (she/he/they)

Capco

Poland, Poland
On-site
Mlops platform components
Ci/cd pipelines with jenkins and github
Ansible for configuration automation
Design, build, and improve MLOps platform components that support the full model lifecycle

Job Summary

  • Design, build, and improve MLOps platform components that support the full model lifecycle.
  • Implement robust deployment patterns for credit risk models and build/maintain CI/CD pipelines.
  • Implement model and pipeline monitoring covering operational health, data quality signals, and model performance/drift indicators.

Matching Summary

Design, build, and improve MLOps platform components that support the full model lifecycle.

Skills & Requirements

Must-have

  • MLOps platform components
  • CI/CD pipelines with Jenkins and GitHub
  • Ansible for configuration automation
  • Python and PySpark scripting
  • MLFlow and TensorFlow
  • Observability implementation (Grafana, Splunk)
  • Hybrid environments and Hadoop

Nice-to-have

  • GCP services (Vertex AI, BigQuery)
  • Secrets management tooling
  • Model Risk Management concepts
  • Mentoring junior engineers

Key Requirements

  • 5+ years experience in MLOps/DevOps/Platform Engineering
  • Experience with Jenkins and GitHub
  • Experience with Airflow, Bash, and Groovy
  • Experience with Ansible
  • Strong Python (including PySpark) and Spark knowledge
  • Experience with ML tooling (MLFlow, TensorFlow)
  • Experience with observability tooling
  • Experience with Hadoop and cloud services integration (GCP preferred)

Work Rights

Not specified

Tailored Resume

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