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Data Domain Architect Assoc Sr - Modelling DDO

8.00 to 13.00 Years   Bangalore   03 Nov, 2021
JPMorgan
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryBanking / Financial Services
Functional AreaSales / BD,General / Other Software
EmploymentTypeFull-time

Job Description

Key responsibilities for this Associate-level position include:

  • Collaborate with model developers to identify data requirements, ensure source data availability in the appropriate data environment and construct model ready datasets
  • Assist with the unification and organization of pricing data in a fashion that allows successful usage through multiple phases of model development
  • Design curated data sets required for cross product and customer centric price optimization managing across D&A, Risk, Finance environments
  • Work with resources from other teams to bring marketing, customer journey, and risk data together with finance data to be used in Pricing models and dashboards.
  • Assist with the cloud data migration for the Pricing product
Other responsibilities of the team will include:
  • Participate in ongoing product backlog refinement planning with technology partners to drive progress of modeling data needs spanning the full modeling lifecycle
  • Manage data across multiple platforms and deployment paths, differentiate between legacy and target state platforms, manage and track tech debt
  • Develop data subject matter expertise across a broad range of cross domain data
  • Adhere to data use and controls requirements
  • Communicate task status and issues to management
  • Support legacy model execution while target state solutions are developed
  • Enable the management of data as a corporate asset: define data (metadata), identify systems of record and authoritative sources, create data quality rules, define security requirements, create data flow diagrams, and adhere to firm-wide principles, standards, and controls
  • Collaborate with data modelers to construct conceptual and logical models to describe a particular domain of data and use these models to inform the physical design of data-related projects
  • Profile, wrangle, and prepare data from diverse sources to support modeling efforts in languages such as Python, SAS, Spark, or Scala
  • Conduct business process analysis and identify data needed to support the processes and determine whether the firm s data is fit for use within a given process
  • Assist in hands-on R&D / POC activities for emerging technologies
Qualifications
  • Hands-on experience working with data, whether as an analyst, modeler, architect, steward, etc.
  • Must exhibit a basic understanding of data structures, data manipulation, metadata, data security, and data quality management.
  • Exposure to the banking businesses, functions, systems, data environments, and processes that are necessary for the production and utilization of modeling data
  • BS or MS in STEM field with quantitative background or equivalent experience/knowledge
  • 8+ years of experience as a participant on data/analytics related efforts
  • Exposure of Hadoop-related technologies & their applications
  • Strong command of the SQL language & understanding of relational databases
  • Knowledge of other languages such as Java/Scala, Python, and/or R
  • Design, coding, debugging and analytical skills, especially within the big data ecosystem
  • Analytical thinking and problem-solving skills
  • Must have ability to deliver high-quality results under tight deadlines and be comfortable manipulating and summarizing large quantities of data
  • Good communication skills & sense of ownership over work products
,

Keyskills :
subject matter expertisebusiness process analysisbig datadata flowdata qualitydata securityflow diagramsdata migrationphysical designdata structuresproblem solvingbusiness processprocess analysiscustomer centricanalytical skillsdata manipul

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