Senior Machine Learning Engineer

1 giorno fa

Cosenza, Calabria, Italia NTT DATA Italia A tempo pieno
About the Role

NTT DATA Italia is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our Data Science team, you will be responsible for designing and developing cutting-edge machine learning solutions using Generative AI.

Key Responsibilities
  • Design and develop scalable, efficient, and automated processes for large-scale data analysis, model development, model validation, and model implementation.
  • Work alongside experienced Data Scientists and Data Engineers to identify business opportunities and design new data pipelines from scratch.
  • Lead multiple projects and collaborate with stakeholders to ensure successful project delivery.
  • Develop and deploy machine learning solutions in public cloud platforms and on-premise environments.
  • Train and mentor junior team members in machine learning and deep learning concepts.
  • Establish and maintain strong relationships with internal team members and external clients.
Requirements
  • At least 5 years of production experience working in Data Science or Software Engineering.
  • Deep knowledge of math, probability, statistics, and algorithms.
  • At least 6/12 months of experience in Generative AI deployment and underlying architecture handling.
  • Vector Database knowledge is well appreciated.
  • Understanding of data structures, data modeling, and software architecture.
  • Fluent in at least two mainstream programming languages (Python, Scala, Java, C++).
  • Experience in building an infrastructure for technical users, such as Data Scientists, ML practitioners, or data consumers/producers.
  • Strong knowledge of Spark, Databricks is a strong plus.
  • Experience developing/deploying ML solutions in one of the public cloud platforms and on a Cross-cloud base, Snowflake knowledge is a plus.
  • Deep knowledge with 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 with a focus over MLops/Re-Training/Drift Management.
Location

NTT DATA Italia has multiple locations across Italy, including Milano, Bari, Bologna, Cosenza, Napoli, Pisa, Roma, and Torino.

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