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Data Scientist Full-time

de BNP Paribas Lisboa em Lisboa (Publicado em 23-01-2021)

BNP Paribas is a leader in the Eurozone, and a prominent international banking institution with strong roots in Europe's banking history. It has a presence in 71 countries, with 200 000 Employees ? including more than 150 000 in Europe and 6 000 in Portugal alone.



BNP Paribas is present in Portugal since 1985, having been one of the first foreign banks to operate in the country. Today, the Group has several entities operating directly in this territory, offering a wide range of integrated financial solutions to support its clients and their businesses.


Thanks to its international presence and regular and close collaboration among its businesses, BNP Paribas has the resources to support all clients - individuals, entrepreneurs, SMEs, large corporates, institutional investors and community organizations - with financing, investment, savings and protection solutions that help make their projects a success. BNP Paribas holds key positions in its three core operating divisions: Domestic Markets and International Financial Services for retail banking and specialized financial services, and Corporate & Institutional Banking for corporate and institutional clients.


CIB Analytics Consulting (AC) consists of 60 people based in Paris, and Lisbon. Reporting to the CIB Chief Data Officer, Analytics Consulting is an in-house center of expertise on Data, Analytics and Artificial Intelligence. It is at the forefront of the data transformation of BNP Paribas CIB and the team is constantly evolving. It helps internal entities (primarily CIB) better understand and use internal & external data. It offers dashboarding, advanced analytics capabilities and AI applications to its internal clients in response to their business needs.


ROLE AND RESPONSIBILITIES


  • Develop End to End Product Lifecycle:
    • Collaborate with clients to understand their operational and strategic needs

    • Design and develop Machine Learning (ML) and Artificial Intelligence (AI) solutions, in collaboration with other internal and external stakeholders

    • Work closely with clients during all stages of the application life cycle

    • Design the most adequate approaches to solve the identified problems within the company?s framework

  • Implement and assist the deployment and maintenance of models:
    • Follow to best practices in the industry to implement and scale out the developed solutions into production grade software

    • Assist the operational teams with the deployment, monitoring and maintenance of the developed solutions

  • Assist the data science team on technical topics:
    • Contribute in establishing best practices for data science projects, over the full product lifecycle.

    • Collaborate with other team members and the internal compliance with the defined best practices.

  • Contribute to disseminate a culture of data driven solutions within CIB

  • Maintain a strong market watch on the latest developments on methodologies, technologies and tools

  • Develop and share best practices with the Analytics Consulting team

PROFILE


  • Engineer School/Master?s degree from university. Specialization in mathematics, statistics or data science would be a plus

  • Fluent in English; Portuguese and French are a plus

  • 5+ years of professional experience in similar position

  • Experience in working in large and complex international groups

  • Experience in developing Machine Learning models, in particular neural and deep learning models.

  • Experience in Web Applications development

  • Experience in Data driven initiatives and statistical analysis software

  • Experience in Team Management

  • Ability to explain the results of a model and the different elements impacting it

  • Ability to think abstractly and creatively

  • Knowledge of databases and associated tools (SQL and NoSQL)

  • Knowledge of ETL methods

  • Effective Programming skills (e.g. Python, R, Java, Go, Javascript) and algorithmic knowledge

  • Knowledge of at least one ML development stack (e.g. Numpy, scikit-learn, keras, ?)

  • Knowledge of NLP techniques.

  • Knowledge of deep learning architectures and frameworks (e.g. Torch, TensorFlow, ?)

  • Knowledge of advanced reporting tools (Tableau, PowerBI, ?)

  • Excellent communication and interpersonal skills

  • Flexibility: ability to work in a changing environment

  • Project management skills


Please note that only applications submitted in English will be considered.


In case you are selected for this role, further documentation will be requested to support your hiring process.


BNP Paribas is an equal opportunity employer and proud to provide equal employment opportunity to all job seekers. We are actively committed to ensuring that no individual is discriminated against on the grounds of age, disability, gender reassignment, marriage or civil partnership status, pregnancy and maternity, race, religion or belief, sex or sexual orientation. Equity and diversity are at the core of our recruitment policy because we believe that they foster creativity and efficiency which in turn increase performance and productivity. We strive to reflect the society we live in, while keeping with the image of our clients.



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