Data Analyst
This mission is part of an initiative to structure, document, and harmonize a significant data asset within a public administration. The objective is to strengthen data knowledge, quality, reusability, and governance to facilitate administrative procedures, support public decision-making, improve internal efficiency, and promote transparency.
In this context, the role aims to contribute to the implementation of an institutional data catalog, identifying for each dataset its origin, scope, owner, quality level, update frequency, any restrictions, and conditions for sharing and reuse.
What you do
- Intervene in the analysis of business data sources, the creation of a structured inventory, and the harmonization of reference concepts.
- Identify and mobilize relevant stakeholders for each data source.
- Organize and facilitate analysis meetings with data managers, business experts, technical teams, and other stakeholders.
- Formalize results in reports, analysis reports, and recommendations.
- Analyze business data to create a reliable and usable inventory.
- Identify the data manager and owner.
- Document data managed by each source, as well as their business definition.
- Describe creation, collection, and update processes.
- Identify the legal basis governing their processing.
- Characterize data according to their criticality, sensitivity, personal, strategic, or reusable nature.
- Describe the update frequency, associated uses, and existing quality controls.
- Document current data exchange methods, available interfaces, exchange constraints, and application or organizational dependencies.
- Design and evolve the inventory model to support the progressive documentation of the data asset.
- Prepare future descriptive metadata sheets.
- Monitor data governance and future reuse of collected information.
- Populate and update the inventory as analyses are performed.
- Ensure the consistency, quality, and updating of recorded information.
- Identify, when necessary, the assigned manager of a reference source.
- Qualify data according to their sensitivity level, GDPR status, strategic nature, Open Data potential, dissemination restrictions, reuse conditions, and expected quality level.
- Identify and compare definitions from different data sources.
- Establish a common conceptual framework and a shared dictionary of main reference concepts.
- Facilitate business workshops to resolve semantic divergences and facilitate concept harmonization.
- Identify potentially redundant, similar, or close data in multiple sources.
- Evaluate differences in definition, calculation, or collection.
- Propose avenues for simplification, harmonization, and coherence.
- Contribute to clarifying responsibilities related to data management.
- Document existing roles and associated supporting elements.
- Prepare necessary elements for governance bodies to identify legitimate data owners.
- Ensure coordination with governance bodies and relevant contacts to escalate data sources deemed mature and relevant for dissemination.
Profile
- Confirmed experience as a Data Analyst.
- Proficiency in business data analysis and modeling, including the design of conceptual models, data dictionaries, and concept structuring.
- Solid experience in semantic analysis and harmonization of business concepts.
- Ability to facilitate business workshops with ease and facilitate exchanges between stakeholders with varied profiles.
- Good knowledge of data governance and clarification of responsibilities.
- Knowledge of data reuse principles, Only Once, Open Data, and reference data.
- Excellent oral and written communication skills, synthesis, formalization, and assertiveness.
- Pragmatic, service-oriented approach.
- Strong writing skills to produce clear, synthetic, and complete documentation.
- Excellent command of French is essential.
Practical
- The expected deliverables directly result from the analyses performed, the inventory created, the documentation produced, and the recommendations formulated within the scope of the mission.
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