Google Looker LookML Developer : LookML-Developer

LookML-Developer real exams

Exam Code: LookML-Developer

Exam Name: Looker LookML Developer

Updated: Aug 06, 2026

Q & A: 51 Questions and Answers

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The Role of Google LookML Developer Exam in the IT industry

The Google LookML Developer exam (hereinafter referred to as the “LookML certification”) is a certification offered by Google for its developers. This certification is aimed at people who want to demonstrate their expertise in designing data models and data schemas for the applications built utilizing Google technologies. The exam is intended to test the candidate's proficiency with the concepts of Data modeling and the knowledge of LookML, a schema language used by Google. To get this certification, a candidate has to prove his skill in building up an application that uses data modeling. The certification also tests his capacity to generate a LookML schema, which is basically a data model and database schema at the same time. Since LookML is basically a schema language, it also tests how well he knows how to use the syntax of this language. The role of this exam in the IT industry is immense, as there are hardly any enterprises that do not use Google products or services. This implies that each company should have some employees who are certified in the usage of these products or services.

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How much is the cost of the Google LookML Developer Exam

The cost of the Google LookML Developer Exam is 250 USD.

Reference: https://cloud.google.com/certification/lookml-developer?skip_cache=true

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Google LookML-Developer Exam Syllabus Topics:

SectionObjectives
LookML Fundamentals- Basic LookML syntax
  • 1. Dimensions and measures
    • 2. Derived tables and parameters
      - LookML project structure and components
      • 1. Views, models, and explores
        • 2. Project configuration and files
          Security and Governance- Access control
          • 1. User attributes and access filters
            • 2. Permission sets and roles
              - Data governance
              • 1. Content validation and consistency
                • 2. Field-level security
                  Development Workflow- Version control
                  • 1. Git integration in Looker
                    • 2. Branching and deployment workflows
                      - Testing and validation
                      • 1. LookML validation tools
                        • 2. Debugging LookML errors
                          Data Modeling- Relationships and joins
                          • 1. Fanouts and symmetric aggregates
                            • 2. Join types and join logic
                              - Data transformation
                              • 1. SQL integration in LookML
                                • 2. Table calculations vs LookML fields
                                  Explores and User Experience- Content delivery
                                  • 1. Filters and parameters
                                    • 2. Dashboards and Looks
                                      - Explore design
                                      • 1. Field selection and refinement
                                        • 2. Optimizing explore usability
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