Management Level
Senior AssociateJob Description & Summary
At PwC our people in data and analytics focus on leveraging data to drive insights and make informed business decisions. They utilise advanced analytics techniques to help clients optimise their operations and achieve their strategic goals.Focused on relationships you are building meaningful client connections and learning how to manage and inspire others. Navigating increasingly complex situations you are growing your personal brand deepening technical expertise and awareness of your strengths. You are expected to anticipate the needs of your teams and clients and to deliver quality. Embracing increased ambiguity you are comfortable when the path forward isnt clear you ask questions and you use these moments as opportunities to grow.
Examples of the skills knowledge and experiences you need to lead and deliver value at this level include but are not limited to:
Job Overview:
As a Senior Associate 2 BI BA you will translate business needs into clear testable BI requirements and deliver high-quality prototypes and dashboards. You will execute hands-on data analysis and profiling contribute to dimensional data model designs based on Kimball principles develop source-to-target mappings and build Power BI reports with a focus on usability accuracy and performance. You will collaborate closely with stakeholders BI developers and data engineers support Agile delivery and contribute to data governance artifacts.
Key Responsibilities:
Requirements and analysis
Elicit and document business requirements via workshops/interviews; capture user stories and acceptance criteria.
Define and validate KPIs/metrics and business rules; maintain traceability from requirements to delivered artifacts.
Perform data profiling and quality assessment; document data issues and propose remediation.
Modeling and integration
Contribute to conceptual and logical data model designs (Kimball/star schemas for self-service).
Produce and maintain source-to-target mappings and functional specifications for transformations.
Validate transformation logic against business rules in partnership with data engineers.
Prototyping and dashboard delivery
Build and iterate data prototypes to test concepts and obtain stakeholder feedback.
Develop and optimize Power BI datasets and reports (DAX Power Query/M relationships aggregations).
Apply best practices for usability storytelling and accessibility; choose appropriate connectivity modes (Import/DirectQuery/Composite) and configure incremental refresh where applicable.
Quality governance and security
Execute test plans (data reconciliation regression UAT support); log and track defects to closure.
Implement Row-Level Security (RLS) and manage report-level permissions in coordination with platform teams.
Contribute to data dictionary/metric definitions and catalog/lineage and Business Glossary documentation; support POPIA/GDPR compliance in design and testing.
Agile delivery and operations
Participate in backlog refinement estimation sprint planning reviews/demos and retrospectives; maintain Jira/Azure DevOps items and documentation.
Prepare user guides and release notes; support stakeholder training and change management to drive adoption.
Support report refresh schedules basic environment management (dev/test/prod) and version control of BI assets (e.g. Git Power BI deployment pipelines).
Qualifications:
Bachelors degree or Diploma in Computer Science Information Systems Business Analysis Accounting Actuarial Science or related field.
25 years experience in business analysis and BI delivery.
Strong SQL skills for querying and reconciliation.
Power BI skills: DAX Power Query (M) data modeling RLS performance tuning; PL-300 or equivalent certification advantageous.
Understanding of dimensional modeling (Kimball) and ETL/ELT fundamentals; ability to create/read source-to-target mappings.
Familiarity with Agile delivery and tooling (Jira/Azure DevOps); basic knowledge of DevOps practices for BI assets.
Strong analytical communication and stakeholder engagement skills; attention to detail and ability to manage multiple tasks.
Nice to have:
Exposure to Azure data services (Data Factory Synapse Databricks) and gateways.
Experience with data catalog/lineage tools (Purview Collibra).
Knowledge of additional BI tools (Tableau Qlik) and basic scripting (Python/R) for data wrangling.
Awareness of usability/accessibility standards for BI products.
Travel Requirements
Up to 20%Available for Work Visa Sponsorship
NoJob Posting End Date
March 21 2026Required Experience:
IC
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