MLOps Engineer

~25 200 - 31 080 PLN/ mies.B2B (netto)
SeniorFull-time·B2B
#298783·Dodano 2 miesiące temu·63
Źródło: nofluffjobs.com
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Tech Stack / Keywords

MLOpsContinuous integrationTestingAuditAIHigh availabilityCloudSecurityDegreeData sciencepandasMLflowAirflowPythonDashboardingPowerBITableauDevOpsGitHub ActionsFlaskFastAPICloud platformAWSAzureGCPDockerKubernetes

Wymagania

  • Bachelor's or Master's degree in Mathematics, Computer Science, Machine Learning, or related field
  • Mastery of Data Science frameworks (pandas, pyspark, sklearn, shap) and MLOps frameworks (MLFlow, Kedro/Airflow, Hyperopt/Optuna, Great Expectations) in Python
  • Experience building GenAI agentic workflows using Langchain or smolagents
  • Basic familiarity with Dashboarding tools (PowerBI, Tableau)
  • Strong understanding of DevOps methodologies (CI/CD) and experience implementing GitHub Actions or similar workflows
  • Experience serving models with APIs using Flask or FastAPI
  • Experience with cloud platforms (AWS, Azure, GCP) and containerization (Docker, Kubernetes)
  • Extremely high attention to detail and rigor
  • English language proficiency at least B2 level

Nice to have:

  • French language proficiency A2/B1

Obowiązki

  • Create continuous integration templates tailored for model development ensuring version control, testing, and reproducibility of actuarial pricing models and datasets
  • Close work with ML Engineering team and actuaries to audit and optimize reliability and scalability of model training pipelines
  • Develop monitoring strategies to track performance, reliability, and efficiency of the system
  • Manage end-to-end operation of AI platform to guarantee high availability, responsive performance, and secure data handling during document ingestion and processing
  • Oversee integration and management of cloud resources to optimize cost, performance, and compliance with security standards

Oferta

  • Private medical care
  • Co-financing for sports card
  • Constant support of dedicated consultant
  • Employee referral program
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