Senior Data Modeller
1 week ago
**Duties**:
- Design data models that meet the business requirements and align to the agreed architecture framework.
- Ensure data modelling deliverables are delivered according to project plan and budget to meet commitment to stakeholders.
- Ensure all data modelling activities and deliverables are aligned to the development methodology and to the data modelling principles and standards
- Adopt the Enterprise Data Model (which is based on the IFW) as a standard for data model designs to leverage best practice and fast track data modelling efforts.
- Translate business requirements into data requirements.
- Analyse and profile the source data to understand data quality issues, relationships, patterns and rules in the data.
- Structure data requirements into logical data constructs based on the Enterprise Data Model, including ERD models, dimensional models to ensure optimal implementation.
- Compile Source to Target Mapping Specifications
- Ensure complete and correct data by identifying definitive or authoritative source of data; analysing source data; and identifying gaps
- Enable physical implementation of the data structure by generating the first cut physical data model from the logical data model.
- Facilitate dataflow understanding by collating dataflow diagrams outlining the flow of data across systems and interfaces.
- Reduce non-value adding work by identifying opportunity for re-use of the Enterprise Data Model
- Maintain up to date knowledge of latest developments in the Data Modelling domain, including reading; continuous professional development courses; seminars and conferences.
Skills Required:
Data Management Domain Knowledge:
- Data Modelling Concepts: Erwin & SAP Sybase Power Designer
- Canonical Data Modelling
- Entity Relationship Modelling
- Physical Database Design
- Configuration Management
- Data Flow Management
- Data warehousing,
- Data Integration,
- Data Mining
- Data Quality
- Master Data Management
- Metadata
Tools
- Technical Skills:
- IBM Infosphere Information Governance Catalog - Building the Governance Catalog
- IBM Information Analyzer Essentials v
- IBM InfoSphere DataStage Essentials
- IBM InfoSphere Advanced DataStage - Parallel Framework
- IBM InfoSphere DataStage v - Advanced Data Processing
- IBM InfoSphere QualityStage Essentials v
- IBM InfoSphere Advanced QualityStage v
- Collibra
- Talend
- Metadex -(SSIS)
- Linux
- SQL
Skill package will include knowledge in:
- APIs, PERL, Python, SQL, XML, Java, C/C++ and others.
Understanding of at least some of the newest trends in the DBMS debate like:
- NoSQL platforms such as Cassandra, MongoDB, Couchbase, Riak, Redis, FlockDB, Stig
Cloud Knowledge:
- AWS, Azure, IBM etc.
Experience Required:
- 3-5 years and/or relevant industry experience as well as experience in the Data Modelling discipline
- Able to demonstrate practical experience in relational and dimensional modelling techniques, OO modelling also an advantage
- Experience using Infosphere Data Architect or any other Data Modelling Tool
- Experience with industry models such as IFW BDW and FSDM
- Broad understanding of Data Management (DMBOK), systems development lifecycle methodologies and IT Architecture
- Relevant regulatory knowledge, and understanding of banking and financial services
Technical Competencies:
- Data Modelling: Specialist knowledge of database concepts, object and data modelling techniques and design principles.
Behavioural Competencies:
- Exercises substantial personal responsibility and autonomy. Plans own work to meet given objectives and processes in an efficient manner. Plans, schedules and monitors work to meet time and quality targets.
- Work includes a broad range of complex technical or professional activities, in a variety of contexts. Investigates, defines and resolves complex issues.
- Accomplishing tasks by considering all areas involved, no matter how small; showing concern for all aspects of the job; accurately checking processes and tasks; being watchful over a period of time.
- Makes decisions which influence the success of projects and team objectives.
- Facilitates collaboration between stakeholders who share common objectives.
- Setting high goals for personal and group accomplishment; using measurement methods to monitor progress toward goals; tenaciously working to meet or exceed goals while deriving satisfaction from that achievement and continuous improvement.
- Participates in external activities related to data modelling
- Takes responsibility for driving own development by actively identifying new areas for learning; regularly creating and taking advantage of learning opportunities. Rapidly absorbs new information and applies it effectively.
Qualifications/ Certification:
- A degree/diploma in Computer Science / Information Systems / Business Administration / Commerce or equivalent
- Preferred Qualifications: TOGAF
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