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Data Scientist

Data: 26-lug-2019

Luogo: Torino - Milano, IT

Società: Intesa Sanpaolo Group

The mission of the role is developing Data Science and Artificial Intelligence solutions in partnership with several company departments to improve commercial and operational performance.

 

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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