EDW Designer
6 days ago
We are seeking an experienced Enterprise Data Warehouse Designer/Modeler with specialized expertise in Teradata environments. The ideal candidate will design robust data warehouse solutions, possess strong telecommunications domain knowledge, and translate complex business requirements into optimized data models.
Experience Required: Minimum 5+ years in enterprise data warehousing and data modeling
Core Responsibilities
Data Modeling & Architecture
- Design conceptual, logical, and physical data models for enterprise data warehouses
- Specialize in Teradata modeling including partitioning, indexing (PI, SI, NUSI), join indexes, and statistics optimization
- Transform source data into target EDW models; design fact/dimension tables and implement SCD Types 1, 2, 3
Data Profiling & Analysis
- Conduct data profiling on source systems to identify quality issues, patterns, and anomalies
- Analyze source data structures, relationships, and dependencies; perform data lineage and impact analysis
Business Requirements & Collaboration
- Understand and analyze business requirements from business units, analysts, and tribes
- Collaborate with business tribes (product, marketing, finance, operations), development teams, ETL developers, and DBAs
- Conduct discussions with source system owners and subject matter experts
Data Validation & Documentation
- Perform source-to-target data validation and reconciliation; execute data quality checks
- Create mapping documents, High-Level Design (HLD), Low-Level Design (LLD), and technical specifications
- Maintain data dictionary, metadata repository, and operational documentation
Development & Implementation
- Design and optimize database objects; implement Teradata-specific optimizations (PI/SI selection, join indexes, statistics, workload management)
- Write complex SQL for data analysis and validation; support ETL teams with technical guidance
Required Skills
Technical Expertise
- Teradata (Required): Advanced knowledge of architecture, SQL, utilities (BTEQ, FastLoad, MultiLoad, TPT), optimization, partitioning, and indexing
- Oracle: Strong experience with PL/SQL and performance tuning
- SQL: Expert-level programming across multiple platforms (Teradata, Oracle, SQL Server)
- Data modeling tools (Erwin, PowerDesigner); ETL tools exposure (Ab Initio, Informatica)
- Data warehouse concepts: Star/snowflake schema, dimensional modeling (Kimball), normalized modeling (Inmon)
Domain Knowledge - Telecommunications
- Strong understanding of telecom business processes and data domains
- OSS: Network inventory, provisioning, fault/performance management
- BSS: Billing, customer/order management, revenue assurance, product catalog
- Telecom KPIs: ARPU, churn rate, network utilization, service quality
Professional Skills
- Full SDLC experience (Agile/Scrum, Waterfall methodologies)
- Product-oriented mindset with strategic thinking and business value focus
- Strong analytical, problem-solving skills with attention to detail
- Excellent communication skills; ability to explain technical concepts to non-technical stakeholders
- Cross-functional collaboration and stakeholder management
Preferred Qualifications
- Bachelor's degree in Computer Science, Information Systems, or related field
- Teradata certification (Teradata Certified Professional)
- Cloud data platforms experience (AWS Redshift, Azure Synapse, Snowflake)
- Big data technologies (Hadoop, Spark); MDM and data governance knowledge
Key Deliverables
- Comprehensive data models with Teradata-optimized physical designs
- Source-to-target mapping documents, HLD/LLD documents, and technical specifications
- Data profiling reports, quality assessments, and performance tuning recommendations
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