Senior Machine Learning Engineer

2 settimane fa

Italia NTT DATA Corporation A tempo pieno

Job Summary

The ideal candidate for the Senior Machine Learning Engineer position at NTT DATA will possess a solid mathematical background, experience working on a range of classification, information retrieval, clustering, and optimization problems. They will establish scalable, efficient, automated processes for large-scale data analysis, model development, model validation, and model implementation.

Key Responsibilities

  • Design and create new data pipelines from scratch, from experiments to deploying them in production.
  • Work alongside experienced Data Scientists, Data and ML Engineers to identify business opportunities.
  • Lead the ML Engineers and connect with stakeholders.
  • Develop and deploy ML solutions in one of the public cloud platforms.
  • Train more junior team members in multiple Machine Learning and Deep Learning concepts.
  • Establish and maintain strong relationships with internal team members and external clients.

Required Skills

  • At least 5 years of production experience working in Data Science or Software Engineering.
  • Deep knowledge of math, probability, statistics, and algorithms.
  • Understanding of data structures, data modeling, and software architecture.
  • Fluent in at least two mainstream programming languages (Python, Scala, Java, C++).
  • Strong knowledge of Spark.
  • Deep knowledge of machine learning frameworks (such as Keras or PyTorch).
  • Ability to design and implement machine learning pipelines in a production environment.
  • Experience with deployment including knowledge of CI/CD, containerization, and related concepts.

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