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Senior ML-Engineer

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about 2 months ago
Remote, PolandSenior

Responsibilities

  • Develop and deploy ML solutions using tabular data for various business areas.
  • Select appropriate ML/LLM approaches or propose alternative solutions.
  • Build end-to-end ML solutions including data preparation, training, and monitoring.
  • Design prompts and LLM API-based pipelines for product tasks.

Requirements

  • 5+ years of ML/DS experience solving real product problems.
  • Strong expertise in ML and mathematical statistics, especially classical algorithms.
  • Metrics-driven mindset connecting ML metrics with business metrics.
  • Confident in Python with a product-oriented development approach.
  • Advanced SQL skills and ability to build complex datasets in ClickHouse.
  • Hands-on experience with MLOps tools and understanding of production workflows.
  • Ability to autonomously break down problems and deliver solutions.

Benefits

  • 31 days off.
  • 100% paid telemedicine plan.
  • Home Office Setup Assistance for creating a comfortable workspace.
  • English learning courses.
  • Support for relevant professional education.
  • Access to gym or swimming pool.
  • Co-working options.
  • Remote working flexibility.

Tech Stack

Apache AirflowClickHouseDockerFastAPIGrafanaMLflowMongoDBPandasPythonRedis

Categories

AI & MLData Science