Data Business Analyst – Product & Aftermarket Analytics

We are looking for an experienced Data Business Analyst to support the continued development of an analytics solution focused on product usage, aftermarket potential, and customer purchasing patterns.The assignment sits between business, product management, master data, and analytics. Your primary responsibility will be to translate commercial and product logic into clear data requirements and ensure that the underlying information is sufficiently complete, reliable, and well governed before new analytics and recommendation capabilities are implemented.This is a hands-on analytical role requiring both strong business understanding and the ability to investigate data across complex enterprise environments.

• You will work with business and technical stakeholders to define and document requirements, use cases, and decision rules for new analytics and product recommendation capabilities.
• A key part of the assignment will be translating business logic into concrete data requirements and identifying which attributes, datasets, and source systems are required to support each use case.
• You will map relevant data across product, installed-base, commercial, and analytical systems while documenting definitions, dependencies, ownership, and business rules.
• The role also involves assessing data readiness through profiling and analysis, identifying gaps in availability, completeness, consistency, and quality. Where issues are identified, you will investigate root causes and evaluate their potential impact on analytical outputs.
• Working across product management, master data, analytics, and data ownership teams, you will coordinate the correction, enrichment, or creation of required information and follow identified issues through to resolution.
• Before implementation, you will validate that both the data and associated business logic are fit for purpose. You will also contribute to establishing sustainable governance practices covering ownership, definitions, quality standards, stewardship, and ongoing maintenance.

• Several years of experience as a Data Business Analyst, Data Analyst, or similar data-focused role
• Strong ability to translate business requirements into structured and actionable data requirements
• Hands-on experience analysing and profiling datasets using SQL and tools such as Excel or Power Query
• Experience working with master data, product information, and data quality in PIM or MDM environments
• Good understanding of data governance, including ownership, stewardship, definitions, standards, and quality rules
• Ability to identify data gaps, investigate root causes, and assess their impact on downstream processes
• Strong stakeholder management skills with experience coordinating across business and technology teams
• Ability to drive progress across multiple stakeholders without relying on formal authority
• Strong documentation and requirements-management skills
• Professional fluency in written and spoken English
• Preferred Experience
• Experience with Stibo Systems STEP or comparable product information management platforms
• Knowledge of Snowflake, Databricks, or similar modern data platforms
• Experience with aftermarket, spare parts, product compatibility, installed-base, or product lifecycle data
• Experience collaborating with BI development teams, particularly in Power BI environments
• Exposure to recommendation engines, analytical models, or data-driven product matching
• Experience working with complex product structures and enterprise master data