DATA SCIENTIST-(H/F)

Job description

Vos missions au quotidien

• Model design, feature planning, system infrastructure, production setup and monitoring, and release management.
• Excellent understanding of machine learning techniques and algorithms, such as SVM, Decision Forests, k-NN, Naive Bayes etc.
• Experience in selecting features, building and optimizing classifiers using machine learning techniques.
• Prior experience with data visualization tools, such as D3.js, GGplot, etc..
• Good knowledge on statistics skills, such as distributions, statistical testing, regression, etc..
• Adequate presentation and communication skills to explain results and methodologies to non-technical stakeholders.
• Basic understanding of the banking industry is value add

Et si c'était vous ?

• Develop, process, cleanse and enhance data collection procedures from multiple data sources.
• Conduct & deliver experiments and proof of concepts to validate business ideas and potential value.
• Test, troubleshoot and enhance the developed models in a distributed environments to improve it's accuracy.
• Work closely with product teams to implement algorithms with Python and/or R.
• Design and implement scalable predictive models, classifiers leveraging machine learning, data regression.
• Facilitate integration with enterprise applications using APIs to enrich implementations

• Minimum 12+ years of experience in designing/developing industrial IT solutions.
• Minimum 4 years of experience in developing and deploying machine learning, deep learning, NLP solutions.
• Experience with common data science toolkits, such as Scikit, NumPy, R libraries - Excellence in at least one of these is mandatory.
• Proficiency with any one NoSQL databases such as MongoDB, Cassandra, HBase.
• Should have prior experience in developing APIs, services using either C# or Java.
• Should have good awareness on entire machine learning/ predictive modeling & implementation

Plus qu'un poste, un tremplin

'We are committed to creating a diverse environment and are proud to be an equal opportunity employer. All qualified applicants receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status”.

Pourquoi nous choisir ?

A 100% owned subsidiary of European banking and financial services major Societe Generale (SG), Societe Generale Global Solution Centre (SG GSC) came into existence in 2000. Established as an offshore development centre in Bangalore, also having a presence in Chennai, SG GSC has 15 years of sustainable delivery expertise to its credit, and develops global best practices to promote the strategic objectives of the Societe Generale Group.
SG GSC possesses in-depth understanding of the business processes and cutting-edge technologies across domains of Societe Generale's diverse portfolio. We deliver best-in-class solutions to the Group's entities in the realm of corporate and investment banking, retail banking, specialized financing and insurance, private banking, and global investment management and services.
We place the highest importance on our employees and provide extensive opportunities for career progression and development. SG GSC conforms to the group diversity principles, and has a multi-cultural staff representing seven nationalities, and speaking 20 languages. Women comprise 25% of our workforce.

Nous sommes un employeur garantissant l'égalité des chances et nous sommes fiers de faire de la diversité une force pour notre entreprise.
Le groupe s'engage à reconnaître et à promouvoir tous les talents , quels que soient leurs croyances, âge, handicap, parentalité, origine ethnique, nationalité, identité sexuelle ou de genre, orientation sexuelle, appartenance à une organisation politique, religieuse, syndicale ou à une minorité, ou toute autre caractéristique qui pourrait faire l'objet d'une discrimination.

Référence: 20000GYT
Entité: SG Global Solution Centre
Date de début: 21/09/2020
Date de publication: 31/07/2020