Senior Machine Learning Engineer

2 settimane fa

Milano, Lombardia, Italia NTT DATA A tempo pieno

About the Role

NTT DATA 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 implementing machine learning pipelines in a production environment.

Responsibilities

The ideal candidate will have a solid background in machine learning, with experience working on a range of classification, information retrieval, clustering, and optimization problems. You will be responsible for establishing scalable, efficient, automated processes for large-scale data analysis, model development, model validation, and model implementation.

You will work alongside experienced data scientists, data and ML engineers to identify business opportunities, design and create new data pipelines from scratch, and deploy them in production. You will also be responsible for leading ML engineers and connecting with stakeholders.

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;
  • Ability to 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

Location

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

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