Data Scientist - NLP
Paris, 75, FR
ABOUT CFM
Founded in 1991, we are a global quantitative and systematic asset management firm applying a scientific approach to finance to develop alternative investment strategies that create value for our clients.
We value innovation, dedication, collaboration, and the ability to make an impact. Together, we create a stimulating environment for talented and passionate experts in research, technology, and business to explore new ideas and challenge existing assumptions.
ABOUT THE ROLE
The IT Data Insight NLP team works closely with Research to make predictive, statistical analyses, drawing on new exploratory textual data.
As an expert on textual, you will take part, from the exploratory phase up to production launches, in:
• Analysing new textual datasets for alpha research
• Extracting relevant features from these datasets to assist the Research teams
• Contacts with our data providers
• Understanding business issues in order to identify new modelling pathways
• Contributing to the development and maintenance of a test analytics platform
• Designing data prediction models, using natural language processing tools and technics
• Launching and monitoring analytics on textual data
SKILLSET REQUIREMENTS/QUALIFICATIONS
• You have a master’s degree (ideally a Master’s in machine learning or data science) from engineering school or university equivalent.
• You have a minimum of 2 years of experience in a related position.
• You have mastered the python stack of data science tools and libraries (Numpy, Pandas, Matplotlib, Jupyter).
• You feel at ease with natural language processing techniques and their libraries (NLTK, Pytorch, Hugging Face).
• You have some experience in deep learning.
• You have familiarity with distributed computing tools and cloud technology (Spark, AWS, SageMaker).
• You are versatile, autonomous, and rigorous, with a strong team spirit and good communication skills.
• You have a professional-level knowledge of English.
Your “plusses”:
• You are inquisitive.
• You have good aptitude for synthesizing information.
• You are keen to develop in an environment that handles large volumes of data.
• You are production and result oriented.
• You are interested in financial markets.
EQUAL OPPORTUNITIES STATEMENT
We are continuously striving to be an equal opportunity employer and we prohibit any discrimination based on sex, disability, origin, sexual orientation, gender identity, age, race, or religion. We believe that our diversity, breadth of experience, and multiple points of view are among the leading factors in our success.
CFM is a signatory of the Women Empowerment Principles.
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