AVP / Senior Associate, Data Scientist - Analytic Centre of Excellence, Data Management, T&O

  • Competitive
  • Singapore
  • Permanent, Full time
  • DBS Bank Limited
  • 23 Nov 17 2017-11-23

See job description for details



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.

Responsibilities

  • Work with business to define the problem and solution
  • Design the experiment and measurement to test the solution
  • Work with data analyst and engineer to identify, process and wrangle the data
  • Develop the solution with advanced analytic techniques
  • Validate and test the solution with historical data
  • Implement the solution to production
  • Test the solution with real live data
  • Create reusable assets and share learning with others
Requirements
  • PhD in computer science, statistics, decision science or other highly quantitative fields with at least 3 years of industry experience developing data science solutions. Or none PhD with at least 6 years industry experience
  • Must have excellent problem solving and advanced analytic skills
  • Expert in machine learning and data mining with excellent data processing, wrangling and feature engineering skills. Familiar with industry paradigm and standard for model development, validation and testing
  • Strong understanding on the mathematics under the hook of machine learning algorithms
  • Have developed and implemented industry machine learning solution for classification, prediction, forecasting and anomality detection problems
  • Highly proficient with programming in Spark, Python or R
  • Expert in at least one of the following areas or equivalent in depth: deep learning, NLP, graph analytics, anomality detection, advanced large-scale recommendation, large scale optimization (OR), large scale multivariate time series forecasting, statistical experiment design, statistical causality reasoning
  • Good communication and presentation skill
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.