Espace Recruteurs

AVP/Senior Associate, Data Scientist (OneFinance Applied Mathematics), Middle Office Technology - Finance Platform, Technology & Operations

DBS Bank Limited
Singapour
Mise en ligne il y a environ 6 heures CDI Competitive
AVP/Senior Associate, Data Scientist (OneFinance Applied Mathematics), Middle Office Technology - Finance Platform, Technology & 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 managethe majority ofthe Bank's operational processes and inspire to delight our business partners through our multiple banking delivery channels.

Responsibilities

  • Research and develop algorithms/models to address business and technology challenges faced by Group Finance business users and MOT-Finance Platform tech teams
  • Understand business requirements from key stakeholders and develop solutions to address their problems, specifically the experimentation and in-depth study of various algorithms and machine learning models
  • Measure and quantify the financial/business impact of applying quantitative methods to business and operational challenges
  • Identify opportunities for collaboration and exploration of advanced models in the field of A.I and Deep Learning, such reinforcement learning algorithms and generative models
  • Operationalize model pipelines into re-usable libraries for the team
Requirements
  • Master's or Ph.D in Computer Science, Statistics, Math, Engineering or other quantitative disciplines. Candidates with strong statistics & math backgrounds would be highly preferred.
  • 2-5 years of experience in applied statistical learning, machine learning and data science with tangible outcomes.
  • Individual with a strong interest and natural curiosity in exploring various technical domains in the areas of optimisation and machine learning.
  • In-depth knowledge and hands-on experience in deep learning.
  • Good understanding of statistics, math and optimisation theory.
  • Understanding of mathematical fields such as operations research and dynamical systems would be highly appreciated
  • Excellent written and communication skills, especially one who can explain how machine learning models and statistical learning algorithms are applied.
  • A keen learner who desires to learn and acquire new knowledge both in business and technical domains, as well as to acquire proficiency in new tools, languages and techniques.
  • A strong team player who can contribute as an individual
  • Extremely proficient in software development, with in-depth knowledge of TensorFlow, PyTorch, Keras, PySpark as well as big-data tools such as Spark, Hive & Alluxio.
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.
Référence  WD36723
Plus d'offres de DBS Bank Limited
DBS Bank Limited
AVP/Senior Associate, Software Engineer (Java), Data Technology, Technology & Operations
DBS Bank Limited
Singapore
il y a 1 jour Full time Competitive
DBS Bank Limited
VP/AVP, Senior Application Developer, Middle Office Technology, Technology & Operations
DBS Bank Limited
Singapore
il y a environ 12 heures Full time Competitive
DBS Bank Limited
AVP / Senior Associate, Data Analyst, CRESA Group Strategy and Solutions, Technology & Operation
DBS Bank Limited
Singapore
il y a environ 6 heures Full time Competitive
DBS Bank Limited
VP / AVP, Business Solutions Analytics, Analytics Centre of Excellence, Transformation Group
DBS Bank Limited
Singapore
il y a environ 6 heures Full time Competitive