The bank for a changing world

We are looking for

Global Markets - Data Scientist

Apply REF: CIBGM002155

BNP Paribas has a presence in 75 countries with over 189,000 employees. It ranks highly in its two core activities: Retail Banking and Services as well as Corporate & Institutional Banking.

In Asia Pacific, the BNP Paribas Group is a leading employer with more than 12,000 employees* and a presence in 14 markets. Being one of the largest international banking networks, we strive to employ talented and innovative people who are aligned to our vision and culture.

  

The Global Markets Quantitative Research division headed by Joe Bonnaud is in charge of the modelling, pricing & risk management developments for the entire offering of products within the Global Markets activity. The team operates globally with representatives in London, Paris, Asia and New York and plays a critical role in providing innovative solutions. This requires a strong and permanent cooperation with trading and the Global Markets IT division to ensure all quant developments integrate optimally with the IT ecosystem, thereby ensuring the best deliveries to the business

 GM Lab

  • GM Lab is a spin-off quantitative research team which mandate is to build the next generation of Data Intelligence and language understanding products used in BNP Paribas Global Markets. This small team works on projects using the latest techniques in Artificial Intelligence, Data modelling and Natural Language Understanding.

  • The GM Lab collaborates closely with other Business, Quant Research and Technology teams. 

* excluding partnerships

  • Explore and examine data from multiple diverse data sources.
  • Conceptual modeling, statistical analysis, predictive modeling and optimization design.
  • Understand and work around limitations in analytic models.
  • Data cleanup, normalization and transformation.
  • Process optimization design based on historical data.
  • Hypothesis testing: being able to develop hypothesis and test with careful experiments.
  • Discover hidden insights/embedded patterns and enable business stakeholders to make more informed decisions.
  • Help build workflows for extraction, transformation and loading of different data from a variety of sources and enable linking them to existing systems and datasets.
  • Ensure the integrity and security of data.



  • Experience working in a field related to statistics or data mining.
  • Experience performing data manipulation and pattern analysis.
  • Experience with knowledge management.
  • Experience in data science or a related field.
  • Expertise in applying machine learning algorithms.
  • Expertise in applying statistical analysis.
  • Expertise in data analytics and data visualization.
  • Knowledge of big data solution, database scripting skill, Python, Kibana, Hadoop, Spark is a plus
  • At least 2 of the 3 programming language: HTML, JS, Python
  • Existing experience in AI development, application of data science to practical problems, API integration



  • Soft skills
    • Good communication skills
    • Ability to work on multiple topics simultaneously
    • Able to work autonomously within the requirements of the project and the quant team.
    • A flexible, hands-on attitude and willingness to make things happen.


Primary Location: SG-06-SingaporeJob Type: Standard / PermanentJob: FINANCIAL AND TECHNICAL EXPERTISEEducation Level: Bachelor Degree or equivalent (>= 3 years)Experience Level: At least 2 years Behavioural competency: Communication skills - oral & writtenTransversal competency: Ability to develop and adapt a processReference: CIBGM002155