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Senior ML-Engineer

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about 2 months ago
Remote, TurkeySenior

Responsibilities

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

Requirements

  • 5+ years of ML/DS experience solving real product problems.
  • Strong expertise in ML and mathematical statistics, with knowledge of classical algorithms.
  • Metrics-driven mindset with the ability to connect ML metrics with business metrics.
  • Strong engineering culture with proficiency in Python and product-oriented development.
  • Advanced SQL skills and ability to build complex datasets in ClickHouse and work with MongoDB.
  • Understanding of MLOps with hands-on experience in production workflows.
  • Ability to break down problems and choose the right tech stack for solutions.

Benefits

  • 31 days off.
  • 100% paid telemedicine plan.
  • Home Office Setup Assistance for creating a comfortable workspace.
  • English learning courses.
  • Relevant professional education support.
  • Gym or swimming pool access.
  • Co-working options.
  • Remote working flexibility.

Tech Stack

Apache AirflowClickHouseDockerFastAPIGrafanaMLflowMongoDBPandasPythonRedis

Categories

AI & MLData Science