BSA with Data Mapping
Job Description
BSA with Data Mapping exp
" System Data Analysis & Mapping
" Need only Banking Domain exp professionals
" Need to have Mainframe Exp
" Lead end-to-end data mapping initiatives for system integrations, migrations, and ETL processes
" Analyze source and target data structures to identify relationships, dependencies, and transformation requirements
" Create comprehensive data mapping documentation including field-level specifications, transformation rules, and business logic
" Develop data lineage diagrams and data flow documentation to ensure traceability
" Conduct data profiling and quality assessment to identify anomalies, gaps, and inconsistencies
" Define data validation rules and acceptance criteria for data migration and integration projects
" Collaborate with data engineers and developers to ensure accurate implementation of mapping specifications
" SQL Development & Analysis
" Write complex SQL queries to extract, transform, and validate data across multiple databases
" Develop stored procedures, views, and scripts to support data analysis and reporting needs
" Perform data reconciliation and validation using SQL to ensure data integrity post-migration
" Optimize SQL queries for performance and efficiency
" Conduct root cause analysis using SQL to troubleshoot data issues and discrepancies
" Create ad-hoc reports and data extracts to support business intelligence and decision-making
" Support database design reviews and provide input on data model optimization
" Business Analysis
" Elicit, document, and validate business requirements through interviews, workshops, and process analysis
" Translate business requirements into functional specifications and technical user stories
" Create detailed process flow diagrams, use cases, and business requirement documents (BRDs)
" Facilitate requirements review sessions with stakeholders and technical teams
" Conduct gap analysis between current state and future state data architectures
" Support UAT planning, test case development, and defect triage
" Serve as liaison between business stakeholders and technical development teams
" Stakeholder Collaboration
" Partner with cross-functional teams including IT, data engineering, business operations, and vendors
" Present findings, recommendations, and project updates to stakeholders at all levels
" Manage stakeholder expectations and ensure alignment on project scope and deliverables
" Facilitate workshops and collaborative sessions to gather requirements and resolve issues
" Provide training and documentation to end-users on new systems and data processes
" Technical Skills
" Advanced SQL proficiency including:
" Complex joins (inner, outer, cross, self-joins)
" Subqueries, CTEs (Common Table Expressions), and window functions
" Aggregate functions, grouping, and pivoting data
" Query optimization and performance tuning
" Stored procedures, triggers, and views
" Data mapping expertise including:
" Source-to-target mapping documentation
" Data transformation logic definition
" ETL (Extract, Transform, Load) process design
" Data quality and validation rules
" Master data management concepts
" Database knowledge:
" Relational database concepts and normalization
" Experience with SQL Server, Oracle, PostgreSQL, or MySQL
" Understanding of data warehousing and dimensional modeling
" Familiarity with NoSQL databases is a plus
" Business Analysis Skills
" 5-7 years of experience as a Business Analyst or Business Systems Analyst
" Strong requirements elicitation and documentation skills
" Experience with Agile/Scrum methodologies and tools (Jira, Confluence)
" Proven ability to create process flows, data flow diagrams, and technical specifications
" Experience with UAT coordination, test case development, and defect management
" Knowledge of SDLC (Software Development Life Cycle) best practices
BSA with Data Mapping exp
" System Data Analysis & Mapping
" Need only Banking Domain exp professionals
" Need to have Mainframe Exp
" Lead end-to-end data mapping initiatives for system integrations, migrations, and ETL processes
" Analyze source and target data structures to identify relationships, dependencies, and transformation requirements
" Create comprehensive data mapping documentation including field-level specifications, transformation rules, and business logic
" Develop data lineage diagrams and data flow documentation to ensure traceability
" Conduct data profiling and quality assessment to identify anomalies, gaps, and inconsistencies
" Define data validation rules and acceptance criteria for data migration and integration projects
" Collaborate with data engineers and developers to ensure accurate implementation of mapping specifications
" SQL Development & Analysis
" Write complex SQL queries to extract, transform, and validate data across multiple databases
" Develop stored procedures, views, and scripts to support data analysis and reporting needs
" Perform data reconciliation and validation using SQL to ensure data integrity post-migration
" Optimize SQL queries for performance and efficiency
" Conduct root cause analysis using SQL to troubleshoot data issues and discrepancies
" Create ad-hoc reports and data extracts to support business intelligence and decision-making
" Support database design reviews and provide input on data model optimization
" Business Analysis
" Elicit, document, and validate business requirements through interviews, workshops, and process analysis
" Translate business requirements into functional specifications and technical user stories
" Create detailed process flow diagrams, use cases, and business requirement documents (BRDs)
" Facilitate requirements review sessions with stakeholders and technical teams
" Conduct gap analysis between current state and future state data architectures
" Support UAT planning, test case development, and defect triage
" Serve as liaison between business stakeholders and technical development teams
" Stakeholder Collaboration
" Partner with cross-functional teams including IT, data engineering, business operations, and vendors
" Present findings, recommendations, and project updates to stakeholders at all levels
" Manage stakeholder expectations and ensure alignment on project scope and deliverables
" Facilitate workshops and collaborative sessions to gather requirements and resolve issues
" Provide training and documentation to end-users on new systems and data processes
" Technical Skills
" Advanced SQL proficiency including:
" Complex joins (inner, outer, cross, self-joins)
" Subqueries, CTEs (Common Table Expressions), and window functions
" Aggregate functions, grouping, and pivoting data
" Query optimization and performance tuning
" Stored procedures, triggers, and views
" Data mapping expertise including:
" Source-to-target mapping documentation
" Data transformation logic definition
" ETL (Extract, Transform, Load) process design
" Data quality and validation rules
" Master data management concepts
" Database knowledge:
" Relational database concepts and normalization
" Experience with SQL Server, Oracle, PostgreSQL, or MySQL
" Understanding of data warehousing and dimensional modeling
" Familiarity with NoSQL databases is a plus
" Business Analysis Skills
" 5-7 years of experience as a Business Analyst or Business Systems Analyst
" Strong requirements elicitation and documentation skills
" Experience with Agile/Scrum methodologies and tools (Jira, Confluence)
" Proven ability to create process flows, data flow diagrams, and technical specifications
" Experience with UAT coordination, test case development, and defect management
" Knowledge of SDLC (Software Development Life Cycle) best practices
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