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Data & MLOps Engineer (Istanbul, Ankara, Izmir)

Data & MLOps Engineer (Istanbul, Ankara, Izmir)

Huawei Telekomünikasyon Dış Ticaret Ltdİstanbul, İstanbul, TR
30+ gün önce
İş tipi
  • Quick Apply
İş tanımı

As Huawei Turkey R&D Center, we are now looking for a Mid-Junior Data Scientist to join our team.

Key areas of responsibility will be :

  • Design and build scalable ML services,
  • Create & Maintain Big Data Pipelines, Optimize & Tune performance of existing data infrastructure to ensure optimal processing and storage capabilities,
  • Provide new effective systems which automates daily monitoring tasks and raise alarms when maintenance is needed for specific cases,
  • Troubleshoot and resolve data-related issues in terms of ensuring data quality and integrity throughout the entire data life-cycle,
  • Deploy ML services to production at scale considering resource constraints,
  • Closely work with research engineers to understand their data needs and provide frequent data releases for the model team,
  • Play an active role in suggesting, collecting, and preprocessing the data necessary to train the ML models and evaluate performance.

Requirements

Essential technical requirements :

A. Technical Requirements

  • Hands-on experience with SQL (HiveQL), Python and PySpark,
  • Working experience on Big Data platforms is a plus (Experience in Hadoop ecosystem including the ability to interact with data through Hive, Map Reduce, Spark),
  • Understanding of data structures, data modeling, and software architecture,
  • Having expertise in object-oriented programming,
  • Ability to write reusable and easily-maintainable code using beautiful and proper design patterns,
  • Ability to write robust and optimized code in Python.
  • Familiar with deep learning frameworks (e.g. TensorFlow, PyTorch, Keras)
  • Familiar with development processes (CI / CD, DevOps, MLOps)
  • Fully-easy working capability in version control systems such as Gitlab or Github,
  • Experience in Docker for building a simulation of the production environment,
  • Solid understanding of JSON file, schema.

    • B. Non-technical requirements & Attitude

  • Strong analytical thinking, problem solving, communication and presentation skills,
  • Strong desire for continuous learning and development,
  • Passion for sharing what you've learnt and confidence to ask other for help,
  • Ability to work in a multi-disciplinary and multi-cultural team,
  • Good in both written and spoken English. (Basic Chinese knowledge is a plus.)
  • Holding Master degree in computer science, data science, or a related field is a plus.
    • Bu arama için bir iş uyarısı oluşturun

    Istanbul Izmir Ankara • İstanbul, İstanbul, TR