リードデータサイエンティスト
データサイエンティスト正社員リード—
データ収集手順の改善や、機械学習、ディープラーニング、NLPモデルの設計・デプロイを担当します。PythonまたはRを用いたアルゴリズム実装経験が必須であり、Scikit、NumPy等のツールキットのいずれかに精通している必要があります。また、NoSQLデータベースの活用能力と、C#またはJavaによるAPI開発経験が求められます。予測モデリングの全工程に対する深い理解も必須です。
データ収集手順の改善や、機械学習、ディープラーニング、NLPモデルの設計・デプロイを担当します。PythonまたはRを用いたアルゴリズム実装経験が必須であり、Scikit、NumPy等のツールキットのいずれかに精通している必要があります。また、NoSQLデータベースの活用能力と、C#またはJavaによるAPI開発経験が求められます。予測モデリングの全工程に対する深い理解も必須です。
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 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.· 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.Why 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.