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ML Data Engineer (SQL, Spark, Big Data)


About the client

Our Client’s Target AI architecture is a hybrid cloud where CP4D plays a role. They should harness its capabilities to a greater extent (e.g. Open Scale for monitoring, CP4D Feature store, CP4D WMLA, GPUs).

Responsibilities

  • Design and implement ML models (e.g., propensity models, customer lifetime value, micro-segmentation, and channel recommendation models), assisting use case teams in training and deployment processes to accelerate time-to-market.
  • Contribute to optimizing existing MLOps practices and libraries, making them applicable to a broader range of use cases beyond propensity models. Utilize standard capabilities from CP4D and the cloud to ensure scalability.
  • Support cloud enablement for AI/ML when necessary.

Requirements

  • Over 3 years of experience in Machine Learning projects and/or data science models, including training, testing, and implementation.
  • Over 3 years of experience in SQL (T-SQL, PL/SQL, Spark SQL).
  • Experience with the Hadoop ecosystem and processing large data volumes in near real-time (Hadoop, Hive).
  • 2+ years of experience working with Spark.
  • At least 1 year of experience with Scala and MLOps.
  • Familiarity with code versioning strategies using Git/Bitbucket.
  • At least an Upper-Intermediate level of English.

We offer

  • Competitive salary and benefits.
  • Flexible working hours.
  • Vacation – 20 working days’ annual leave.
  • Paid sick days.
  • A personal laptop with all the essential software installed.
  • State holidays are granted.
  • Corporate accountant, lawyer, and psychologist services.
  • Bureaucracy-free and transparent management.
  • Costs related to participation in workshops and professional conferences are covered (up to 50% compensation).
  • Online English classes (50% compensation).

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    Job details

    ML Data Engineer (SQL, Spark, Big Data)

    Kyiv, Remote, Warsaw

    Upper-Intermediate



    Location

    Kyiv, Remote, Warsaw

    Job type

    Full time

    English level

    Upper-Intermediate

    Date posted

    Oct 9, 2024