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Role guide
Business Intelligence (BI) Developer
- Translate decisions into BI requirements. - Plan semantic models and report logic from inspected schemas. - Reconcile report discrepancies and data-quality risks.
Read the fileOverview
Business Intelligence (BI) Developer Overview
ONET describes business intelligence analysts as querying data repositories, generating reports, and identifying patterns and trends in available information.
Read the fileWorkflow
Business Intelligence (BI) Developer source-backed Triage
1. State the requested decision or deliverable. 2. Inventory evidence: business definitions, source schemas, grain and keys, metric formulas, lineage and refresh state, report filters and.
Read the fileTemplate
BI semantic-model and report implementation brief
State the direct answer, recommendation, or draft purpose.
Read the fileIs this bundle right for your task?
Who it is for
- People performing or supporting Business Intelligence (BI) Developer work, plus teams reviewing its decisions and outputs
- Teams working in Data and analytics
When to use it
- A Business Intelligence (BI) Developer task needs a structured plan, evidence checklist, or review-ready output.
- A recommendation needs its assumptions, owners, risks, dependencies, and success measures made explicit.
What you need to provide
- The task objective, intended audience, working context, constraints, source material, and decision owner.
- Relevant reports, exports, examples, policies, prior decisions, and success measures available for the task.
Tasks and expected outputs
Questions it helps answer
- Design BI work without fictional schemas.
- Reconcile dashboards using explicit metric and filter definitions.
- Produce implementation briefs with testable acceptance criteria.
What it helps produce
- BI semantic-model and report implementation brief
Practical example
Use it with an agent
Load the bundle as context, provide the evidence named above, then adapt this example to your situation.
Provide the task objective, intended audience, working context, constraints, source material, and decision owner. Ask the agent to approach Business Intelligence (BI) Developer work by producing BI semantic-model and report implementation brief with a prioritized plan, evidence checks, owners, risks, and unresolved questions. Begin with O*NET OnLine — Summary / 15 2051.01, then confirm that the reference is current and applicable. Inspect Business Intelligence (BI) Developer before drafting.
Context path: bundles/roles/business-intelligence-bi-developer
What the bundle includes
Frameworks
- source-evidence matrix
- metric-lineage matrix
- qualified-review gate
Evaluations
- Business Intelligence (BI) Developer source verification check
Sources used to build this bundle
These are the public references behind the role definition and operating guidance. The bundle does not replace current documentation or evidence from your site.
Limitations and safe use
Do not use this for
- Treating the bundle as a substitute for organization-specific authority, firsthand evidence, or accountable review.
Known limitations
- Implementation requires current schemas, definitions, lineage, permissions, and platform evidence.
- This bundle does not validate production data or security controls.
- Do not infer tables, fields, relationships, refresh state, or report values.
Safety notes
- Minimize sensitive and row-level data.
- Require confirmation before running costly queries, changing models, publishing reports, or altering access.
- Route governance, privacy, and security decisions to accountable owners.