Societe Generale Global Solution Centre

• 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

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

Strong experience on core Java (Version >=1.8 )

Strong experience on Spring ecosystem (Core, MVC, data, JPA, transaction management, security, AOP, Batch & Boot). Comfortable performing integration tests in Spring context.

Strong experience on JDBC and DB concepts.

Experience of TDD/BDD approach and prior experience working with CI/CD tools (Maven, Git, jenkins)

Strong experience on ORM (hibernate) and PL/SQL procedures

Knowledge of some of UI latest languages / frameworks ( Html5, Angular 4+)

Knowledge of SOA/Microservices (REST, Soap) and its challenges

Strong knowledge on APP server (Tomcat, Weblogic)

Strong knowledge on Microservices

Exposure on Digital stack

-          UX/UI

-          API

-          Machine Learning

-          Big Data

-          Cloud/Docker/IaaS/PaaS

Knowledge on Java Swing

Experience delivering sound development, testing, implementation, deployment and support strategies in complex distributed environments.

Knowledge on production monitoring tools.

Good experience in leading change within a team, especially around testing and quality practices.

Team player, who relentlessly involves others and shares knowledge with them

Should have experience of participant in design reviews and code reviews.

Curiosity in all the latest trends and ready to do POCs with new technical stack

The architect needs to come from a very senior developer background with a wide range of programming, design and architecture experience. Extensive Java experience is essential, and other object-oriented languages are desirable. Also, provides guidance and leadership for tool, environment and other technology related decisions. you'll assess the business need and craft robust and scalable application architecture, designing and documenting the solution architecture. Lead a team of IT software development professionals, and acting as a "working architect" by playing a developer role on the team.. • He / She should be able to understand the overall business requirement and come up with system architecture and technical architecture for the entire software solution. • Should work closely with LoB / BA and customer counterpart to review and understand the requirements and provide appropriate guidance and comments • Should be able to lead and guide technical team at customer premises and help the customer to take the right decision on the technical area • Should be able to evaluate new technologies and recommend the most suitable approach / solution to the customer • Should work closely with development team (offshore and onshore) and provide necessary direction and guidance • He / She will be responsible for preparing high level design and detailed design Required: • Resource should have 12 to 15 years of experience in IT with 3-5 years of experience as Technical Architect • Should have expertise in coming up with System Architecture, Application Architecture, High level and Low level design • Should have experience in Java / J2EE technologies, Web Development, latest framework like – Struts, Spring, Hibernate, Angular JS etc • Should have excellent knowledge on Object Oriented Design and Development, Design Patterns, UML • Should have expertise in Service Oriented Architecture • Should have very good analytical skills and problem solving skills • Should have excellent communication skills