Upstream Source Systems: You will partner with core retail systems (POS, ERP, CRM, Supply Chain) to capture raw data cleanly and design robust integration pathways and make sure they are documented for the future
Common Data Engineering Team (Under your remit): This squad focuses on integrating raw data from diverse source systems, structuring it into our centralized, retail-specific common data model, and enforcing strict quality and compliance rules set by our Data Governance team.
Functional Data Engineering Team (Under your remit): This squad pulls data from the common data lake and refines, aggregates, and massages it to be explicitly fit-for-purpose for specialized business use cases.
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Review video recordings and multimodal data collected by the data collection team to ensure they meet defined quality and capture standards (e.g. correct camera angles, SKU labels visibility, motion completeness, dual-camera coverage).
Verify collected data aligns with project specifications, including SKU selection criteria, shelf height parameters, environmental coverage, and annotation readiness.
Identify, flag, and reject non-conforming or incomplete recordings, providing clear feedback and rejection reasons for re-collection.
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Address analytical problems of low to medium complexity, delivering reliable and accurate insights to measure business and product risk performance.
Analyze user behavior data to identify potential vulnerabilities across different risk domains, including account security, user safety, and content integrity, assisting in the building of anomaly detection systems.
Ideate on new signals to detect risks, working with stakeholders to develop data-driven rules that mitigate bad actors.
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Responsible for/start to lead data cleaning and data review activities (Co-Primary CDA/Primary CDA), e.g. query management and manual/SAS listing reviews.
Support/start to lead data processing activities from database setup to database lock, e.g. external vendor data reconciliation.
Perform and/or support the setup of DM documents and ensure proper documentation as per Standard Operating Procedures, ICH/GCP Guidelines.
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Responsible for/start to lead data cleaning and data review activities (Co-Primary CDA/Primary CDA), e.g. query management and manual/SAS listing reviews.
Support/start to lead data processing activities from database setup to database lock, e.g. external vendor data reconciliation.
Perform and/or support the setup of DM documents and ensure proper documentation as per Standard Operating Procedures, ICH/GCP Guidelines.
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Responsible for/start to lead data cleaning and data review activities (Co-Primary CDA/Primary CDA), e.g. query management and manual/SAS listing reviews.
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