Google : LookML-Developer Questions & Answers
Last Updated: Oct 13, 2026
No. of Questions: 51 Questions & Answers with Testing Engine
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Google LookML-Developer Practice Q&A's
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Google LookML-Developer Exam Overview:
| Certification Vendor: | |
|---|---|
| Exam Name: | Looker LookML Developer Exam |
| Exam Number: | LookML-Developer |
| Exam Duration: | 90 minutes |
| Real Exam Qty: | 40-50 |
| Exam Format: | Multiple choice, Multiple select, Scenario-based |
| Certificate Validity Period: | 3 years |
| Available Languages: | English |
| Exam Price: | $250 USD |
| Related Certifications: | Google Looker Business Analyst |
| Passing Score: | 70% |
| Recommended Training: | Looker Official Documentation Google Cloud Looker Learning Path |
| Exam Registration: | Google Cloud Certification Portal |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored or onsite at authorized test centers; **Retired April 1, 2022** |
| Pre Condition: | No formal prerequisites; recommended 6+ months hands-on LookML development, SQL proficiency, data modeling experience |
| Official Syllabus URL: | https://cloud.google.com/learn/certification/lookml-developer |
Google LookML-Developer Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Customization | 25% | - Build and configure Explores - Design dimensions and measures |
| Topic 2: Optimization | 25% | - Optimize query and report performance - Implement PDTs and caching policies |
| Topic 3: Quality & Governance | 20% | - Assess and improve LookML code quality - Version control and deployment workflow - Validate data using SQL Runner |
| Topic 4: Model Management | 30% | - Create LookML objects from requirements - Implement data security requirements - Maintain LookML project health - Troubleshoot errors in existing data models |
Everything About the Google Looker LookML Developer Package
One complete message, sent within about a minute of payment: the download link for your material, plus the account and password you need to access it. Nothing else to wait for — you can open the LookML-Developer practice questions moments after checkout.
Many candidates combine practice questions with official training. Recommended options include:
This package includes 51 practice questions for the Google Looker LookML Developer exam. Every answer is verified by an experienced team of experts, so you can trust what you study.
The Google Looker LookML Developer practice questions are organized around the official exam objectives. Key topics include:
- Model Management (30%)
- Customization (25%)
- Optimization (25%)
Clear topic organization makes the material easy to navigate from day one.
The Google Looker LookML Developer exam contains 40-50 questions, and you will have 90 minutes minutes to complete them. Practicing within these limits turns pacing into second nature.
The Google Looker LookML Developer exam requires a score of 70% to pass, and the official registration fee is $250 USD. Planning around both figures keeps your preparation grounded.
You can register for the Google Looker LookML Developer exam through the official channels:
Directly. Suggestions and criticism from candidates feed into our review process, and recurring points are addressed in updates to the question bank and the software. If you notice something that could be better — a confusing question, a rough edge in the engine — tell us; that input is part of how the product improves.
No formal prerequisites; recommended 6+ months hands-on LookML development, SQL proficiency, data modeling experience
You can confirm the current eligibility requirements on the official LookML-Developer exam page before you register.
Google Looker LookML Developer Sample Questions:
A user needs to create a report that shows a count of all orders and of orders over $100.
Which solution should the developer implement to meet these requirements?
- A. A front-end filter in the Explore
- B. A sql_always_where parameter
- C. A filtered measure
- D. An always_filter parameter
Correct Answer: A 🗳️
A user is seeing an error in the Explore that indicates the primary key defined for a one-million-row table is not unique.
How can the developer use SQL Runner to troubleshoot quickly?
- A. Create a query that concatenates two columns to create a compound primary key.
- B. Create a query that selects the primary key from the base view, and look for duplicates.
- C. Create a query that selects all the fields from the table, and sort by primary key.
- D. Create a query that counts how many occurrences of the primary key value are in the base view, and sort by count.
Correct Answer: A 🗳️
Users report that the main dashboard has been slow to show results.
Which two options should the developer evaluate to improve dashboard performance? (Choose two.)
- A. Number of queries used by the dashboard
- B. Format used to deliver these reports
- C. Ratio of visualizations to text tiles
- D. Amount of data rendered for each query
- E. Number of databases used by dashboard elements
Correct Answer: A,C 🗳️
A retail company wants to limit who can see the financial information in their reports to executives and store managers. The LookML Developer creates a user attribute called leadership with the value "000" for executives and "999" for store managers. The developer creates three access grant objects and one dimension:
How should the developer ensure that only authorized users see the data in the Total Revenue dimension?
- A. required_access_grants: [total_revenue]
- B. required_access_grants: [can_view_financial_data]
- C. required_access_grants: [leadership]
- D. required_access_grants: ["000","999"]
Correct Answer: B 🗳️
The code below shows a view order_items with its measures total_revenue and user_count
Which code correctly represents a new measure that calculates average revenue per user?
A)
B)
C)
D)
- A. Option B
- B. Option D
- C. Option A
- D. Option C
Correct Answer: D 🗳️
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