Data Scientist, Investment & Trading Technology, Technology and Operations Data Scientist, Investment & Trading Technology,  …

DBS Bank Limited
à Singapour, Singapore, Singapour
CDI, Plein-temps
Dernière candidature, 25 janv. 21
Competitive
DBS Bank Limited
à Singapour, Singapore, Singapour
CDI, Plein-temps
Dernière candidature, 25 janv. 21
Competitive
Data Scientist, Investment & Trading Technology, Technology and Operations
Business Function
Group Technology and Operations (T&O) enables and empowers the bank with an efficient, nimble and resilient infrastructure through a strategic focus on productivity, quality & control, technology, people capability and innovation. In Group T&O, we manage the majority of the Bank's operational processes and inspire to delight our business partners through our multiple banking delivery channels.
Responsibilites
  • Develop data model that are meaningful and impactful on a critical market data application.
  • Build backend processing engine with Java and interactive with MongoDB
  • Interpret data and analyses data with SQL, Python.
  • Build up analytics dashboard with Tableau, Power BI, R Shinny.
  • Deploy to container-based platform, docker, OpenShift
  • Training the models in GPU environment
Requirements
  • Strong hands-on experience in Python, R
  • Good knowledge in mathematics modelling, statistics, probabilities, time series data analytical skills.
  • Understanding on Machine Learning technics, Neural Network, Linear regression, sentiment analysis, Clustering, anomaly detection, NLP, chatbot, Topic Modelling, Entity Recognition.
  • Experience in UI presentation, Tableau, Power BI, R Shiny, orD3.js
  • Strong knowledge in NoSQL (MongoDB) and SQL (Oracle, MySQL, MariaDB)
  • Strong development background with Java, microservices.
  • Familiar with Linux operation system, and experience with GPU environment.
  • 3 - 8 years of data analytics exposure
  • Have experience in applying machine learning models
  • Able to perform unix / linux scripting.
  • Writing of documents that clearly explain how algorithms should be implemented, verified and validated.
Apply Now
We offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.
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