Operational Risk Data Scientist, Associate, Shanghai
Morgan Stanley
Shanghai, Shanghai, China, Japan Asia
2天前

Position Description

Morgan Stanley’s Operational Risk Department (ORD) isseeking a strong quantitative background Data Scientist (Associate), based inShanghai, China.

This data scientistwill be tasked with processing and examining unstructured data, especially textdata, to glean key business insights with Knowledge Graphs, Natural LanguageProcessing and machine learning techniques.

Job Description

The individual will play a critical strategic role insupporting the establishment and development of a data science taskforce out ofShanghai for Global ORD.

Primary responsibilities would include but are notlimited to :

  • Collecting large amounts of unruly data, both numericaland text, and transforming it into a more usable format
  • Solving business-related problems using data-driventechniques
  • Analyze order and patterns in data, as well as spottingtrends that can help mitigate risk
  • Perform daily qualitative review of risk data includinginternal / external incidents and Issues to identify risk themes and data qualityissues
  • Extracting and analyzing various operational risk data,such as incidents, metrics, issues and actions, scenarios, key controls andRisk Control Self Assessments (RCSA)
  • Presenting findings and analysis to support seniorcoverage teams’ decision making process
  • Contribute to the ORD Ontology Platformcapabilities using Semantic AI.
  • Desired skills

  • 5+ years of experience working as a dataanalyst / scientist
  • Ph.D. from a quantitative discipline; Master with solidexperience on natural language processing and / or text analytics machinelearning will also be considered
  • Exposure and understanding of Semantic AI / KnowledgeGraphs
  • Strong project management skills with experienceworking on large global or multi-divisional or cross-functional projects
  • Strong technical skills with R, Python, Excel,PowerPoint, Tableau a plus
  • Ability to perform detailed analysis and present findingswith limited guidance
  • Ability to multi-task with attention to detail
  • Able to explain complex data stories to senior audienceusing plain language without jargons
  • Excellent written and verbal presentation skillsin English
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