데이터 수집 절차를 개발하고 정제하며, 비즈니스 아이디어를 검증하기 위한 실험 및 개념 증명을 수행해요. Python 또는 R을 사용하여 알고리즘을 구현하고, 머신러닝 및 예측 모델을 설계 및 배포하는 업무를 담당해요. API를 활용한 엔터프라이즈 애플리케이션 통합을 지원하며, Python 라이브러리 중 하나 이상에 대한 탁월한 숙련도가 필수예요. 머신러닝 모델의 전체 구현 과정에 대한 이해가 필요하며, API 개발 경험을 갖추어야 해요.
Responsibilities· 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.Profile required· Experience in developing and deploying statistical, machine learning solutions.· Experience with common data science toolkits, such as Scikit, NumPy, Python libraries - Excellence in at least one of these is mandatory.· Proficiency with any one SQL databases such as PostGRE, OpenSQL would be beneficial· Should have prior experience in developing APIs, services using Python· Should have good awareness on entire machine learning/ predictive modeling & implementationWhy join usWe 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”.Business insightAt Société Générale, we are convinced that people are drivers of change, and that the world of tomorrow will be shaped by all their initiatives, from the smallest to the most ambitious.Whether you’re joining us for a period of months, years or your entire career, together we can have a positive impact on the future. Creating, daring, innovating and taking action are part of our DNA.If you too want to be directly involved, grow in a stimulating and caring environment, feel useful on a daily basis and develop or strengthen your expertise, you will feel right at home with us!Still hesitating?You should know that our employees can dedicate several days per year to solidarity actions during their working hours, including sponsoring people struggling with their orientation or professional integration, participating in the financial education of young apprentices and sharing their skills with charities. There are many ways to get involved.We are committed to support accelerating our Group’s ESG strategy by implementing ESG principles in all our activities and policies. They are translated in our business activity (ESG assessment, reporting, project management or IT activities), our work environment and in our responsible practices for environment protection.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”.
