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Treasury TQA Python Modeler

5.00 to 7.00 Years   Bangalore   30 Sep, 2019
State Street Corporation
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryBanking / Financial Services
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

  • Implement mathematical models in Python according to specifications provided by modelers and business users, and suggest best practices for high performance and automated execution
  • Automate advanced data aggregation methodologies for stand-alone execution in controlled environments
  • Implement on-the-fly and static data enrichment logic; implement heuristics to regularly monitor wide variances in critical data
  • Create data visualizations and interactive analytics portals that turn statistical and computationally intensive data analysis into digestible reports, and integrate with visualization tools (e.g., Tableau/Qlikview) for business users
  • Establish processes and procedures for managing and accessing large databases, and for optimizing repetitive or computationally intensive tasks
  • Write technical documentation, present and defend results to independent Model Validation team, senior management, and regulators
  • This is primarily a coding role and not a statistical modeling role
Qualification & Certifications
  • Bachelor s degree or higher in a computational field such as Computer Science or Mathematics, 5-7 Years of experience years of Application Development in Python with a working knowledge of banking regulations preferred.
Primary Skills
  • Expert understanding of Python Core concepts, including both functional and class-based design, and new language features up to Python 3.5.
  • Demonstrable experience with a range of common Python packages including NumPy, Pandas, wxPython, matplotlib, SAlib, Scikit-learn, with proficiency in at least one Python web framework (e.g. Django, Flask, Pyramid) desired
  • Knowledge of SQL (Oracle, MySQL, PostgreSQL, etc.), NoSQL (Couchbase, MongoDB) and Python ORM libraries required
  • Experience working with large and complex data sets and coding solutions to address requirements of financial institutions, with a working knowledge of banking regulations preferred
  • Proficiency building complex visualizations in BI platforms such as Tableau or Qlikview strongly desired
  • Strong verbal and written communication skills
  • Good project management and time management skills and a demonstrated ability to work independently on complex projects
,

Keyskills :
timemanagement computerscience modelvalidation dataaggregation management managementskills commercialmodels projectmanagement eni

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