Data Scientist
Intesa Sanpaolo
2 gg fa

Scope and Purpose

We are looking for a skilled Data Scientist to join our team. In this role, you will develop new analytics models, monitor and improve the performance of existing ones.

Your responsibilities will include : -Continuous collaboration with colleagues from different business units. -Find and explore different data sources to identify the most suitable ones.

  • Analyse the data, evaluate its quality and discover hidden patterns.-Perform appropriate feature engineering on the basis of business knowledge and data exploration insights.
  • Find the most suitable models and train them on available data.-Work in heterogeneous teams composed by scientists, engineers, and business experts.
  • Manage simultaneous tasks.-Communicate your results and present actionable conclusions to non-technical audience with effective spoken communication, visualization and writing-
  • Understand and analyse business needs to design solutions and define requirements coherently-Conduct business and technical impact analysis of proposed solutions-

    Work with engineering team to bring analytical prototypes to production-Ensure Models are compliant with company policies and procedures and support company mission, values, and standards of ethics and integrity

    Required Experience

  • 1 - 8 years of experience in similar roles.
  • Skills

  • MSc or PhD in Data Science, Statistics, Engineering, Computer Science, Mathematics, Physics or related quantitative field-
  • Experience with main statistical modelling and machine learning techniques-Expert in Python-Experience in R-Experience with data extraction tools (e.

    g. SAS Enterprise Guide)-Experience with SQL-Experience with software development processes (e.g. Git)-Basic knowledge of technology to handle data-

    Basic knowledge of project development steps : build, package and unit test-Fluency in English (both speaking and writing) All the following will be appreciated but none is strictly required : -

    Experience in Text Mining and, in particular Natural Language Processing (eg. topic modelling, sentiment analysis, speech to text, embedding models, semantic analysis)-

    Experience in Image Processing (eg. image classification, item recognition, segmentation)-Experience in Deep Learning (eg.

    Wide and Deep Neural Networks, Recurrent Neural Networks, Convolutional Neural Network, Generative Adversarial Networks)-

    Experience in Reinforcement Learning (eg. Q-Learning, A3C)-Experience in Complex Networks-Experience in Stream Processing-

    Experience with big data tools (Scala, Spark, Hive, Pig, Sqoop, NoSQL) -Experience with deep learning frameworks like Keras, TensorFlow or PyTorch-

    Experience with Containers and API technologies-Experience in Operational Research-Experience in agile software development methodologies-

    Experience in the Financial sector (eg. Banking, Insurance)-Experience in large companies-Strong experience in managing and motivating teams-

    Strong ability in coaching of new colleagues-Fluency in Italian (both speaking and writing)

    Everyone is an asset for our Group and that person could be you! Check out our job opportunities, apply and join our team!

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