Data Scientist and Engineer

hace 2 semanas


San José, San José, Costa Rica Publicis Re:Sources Global A tiempo completo

Job Title

Publicis Re:Sources Global is looking for a seasoned Data Scientist and Engineer to play a pivotal role in the development and application of data science algorithms and advanced analytics techniques.

  • Build models over various datasets to analyze importance/centrality, similarity, and other key metrics.
  • Design and analyze experiments across user experience on the application and email communications.
  • Provide feature teams with an understanding of how users interact with their product through data analysis.
  • Communicate with team leads to clarify ambiguous tasks and requirements.
  • Assemble complex data sets that meet business requirements.
  • Identify and implement process improvements, automating manual processes and optimizing data delivery.
  • Communicate complex model concepts to senior leadership.

Requirements

Mandatory skills:

  • Strong experience with data science/ML libraries in Python (SciPy, NumPy, TensorFlow, SciKit-Learn, etc.).
  • Experience working in cloud development environments (Azure, ADF, PySpark, Scala, DataBricks Delta, R, SQL).
  • Experience building data science models for front-end applications.
  • Experience with REST APIs, JSON, streaming datasets.
  • Understanding of relational SQL and NoSQL databases.
  • Experience with test-driven development.

Preferred skills:

  • Experience with big data tools: Hadoop, Spark, Kafka, etc.
  • Experience with stream-processing systems: Storm, Spark-Streaming, etc.
  • Understanding of Graph data, neo4j.
  • Experience with Jenkins, CI/CD processes using Git.

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