Exam Name: Looker LookML Developer
Certification Provider: Google
Corresponding Certification: Looker certifications
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Check Updated on: Oct 05, 2026
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- Total Questions: 51
- Updated on: Oct 05, 2026
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Google LookML-Developer Exam Overview:
| Certification Vendor: | Google / Looker |
|---|---|
| Exam Name: | Looker LookML Developer |
| Exam Number: | LookML-Developer |
| Exam Duration: | 100 minutes |
| Exam Format: | Multiple choice, Scenario-based questions |
| Related Certifications: | Google Cloud certifications Looker Business Analyst (retired) |
| Available Languages: | English |
| Real Exam Qty: | 50–65 |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored delivery |
| Pre Condition: | Practical experience developing Looker models and familiarity with SQL and BI development recommended. |
Google LookML-Developer Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Project Management & Content | - Project structures
|
| Topic 2: LookML Fundamentals | - LookML syntax and structure
|
| Topic 3: Performance & Optimization | - Query efficiency
|
| Topic 4: Data Modeling | - Joins and Explores
|
| Topic 5: Security & Governance | - Access controls
|
LookML-Developer Exam FAQ: Safe, Unlimited, Always Current
Three versions of the same study materials: a printable, expert-prepared PDF with free demo download and instant access; a Desktop Test Engine for Windows with customizable simulation and timed modes that works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. All 51 practice questions are identical across versions. Every purchase includes 365 days of free updates, a 50% renewal discount afterward, and unlimited computer installations.
Scoring and fees are published by Google and may change; verify the current figures on the official site.
The LookML-Developer exam is a Google certification exam validating the Google Looker LookML Developer syllabus shown above. It belongs to these credential paths: Looker Business Analyst (retired), Google Cloud certifications. Candidates in 2026 start with ExamPrepAway's 51 practice questions, available as a printable PDF, a Windows Desktop Test Engine, and an Online Test Engine — three versions of the same materials.
ExamPrepAway issues a full refund if you take the Google Looker LookML Developer exam within 60 days of purchase and do not pass. The policy does not apply if the exam is taken within 3 days of purchase, if the exam was never actually taken, or to free materials or expired orders, and the candidate name must match the payer name. Submit a scan of your enrollment slip and the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Alternatively, exchange for two free exam products of equal value and keep your original update service. Orders arrive by email within 1 minute — contact support if nothing arrives within 2 hours.
The official Google Looker LookML Developer outline defines 5 domains. The leading three are Project Management & Content, LookML Fundamentals, and Performance & Optimization. The full list is in the topics section above, and ExamPrepAway's 51 practice questions cover each one.
Practical experience developing Looker models and familiarity with SQL and BI development recommended. Since requirements change over time, confirm the latest on the official Google exam page before scheduling.
The Google Looker LookML Developer exam contains 50–65 to complete within 100 minutes. Timed simulation in the ExamPrepAway Desktop Test Engine teaches that rhythm before exam day does.
Google recommends these training resources for the Google Looker LookML Developer exam:
Follow the training with steady self-testing — the 51 practice questions from ExamPrepAway help you apply theory and fill any gaps the training leaves.
Online proctored delivery Register for the Google Looker LookML Developer exam through these official channels:
After booking, ExamPrepAway delivers your practice questions within 1 minute — preparation starts the same day.
Google Looker LookML Developer Sample Questions:
A developer is building an e-commerce Explore with the following datasets: orders and users. The business user needs to be able to answer questions about sellers and buyers within the same Explore. Each order in the orders table reports a buyer and seller ID. The users table has the detailed information about the individual buyer and seller.
How should the Explore be defined to meet this requirement?
A)
B)
C)
D)
- A. Option B
- B. Option D
- C. Option C
- D. Option A
Correct Answer: A 🗳️
A developer would like to add a new dimension of type: yesno for the enabled column in their users table. The column is of type: string in the database and returns yes and no values.
How should the developer define the yesno dimension?
A)
B)
C)
D)
- A. Option B
- B. Option D
- C. Option C
- D. Option A
Correct Answer: D 🗳️
A user reports that a query run against the orders Explore takes a long time to run. The query includes only fields from the users view. Data for both views is updated in real time. The developer runs the following query in SQL Runner and quickly receives results:
SELECT * FROM users.
What should the developer do to improve the performance of the query in the Explore?
- A. Create a persistent derived table from the user's query.
- B. Add persist_for: "24 hours" to the orders Explore.
- C. Create an Explore with users as the base table.
- D. Create an ephemeral derived table from the user's query.
Correct Answer: C 🗳️
Users have built a popular dashboard and want to have change management built in for any edits made to the dashboard. The developer sets up version control for the model on which the dashboard is based.
What should the developer build to meet the business requirement?
- A. A native derived table based on the dashboard.
- B. A link to the dashboard included in the project.
- C. A dashboard LookML file included in the project.
- D. An Explore LookML file based on the dashboard.
Correct Answer: C 🗳️
A developer is defining the users table within a view file in Looker. The users table will be available as an individual Explore and it will also be joined into other Explores, such as the products Explore. The developer needs to limit the fields visible in the products Explore without affecting the visibility of the fields in the users Explore.
How should the developer meet this requirement?
- A. Use the fields parameter at the join level for the products Explore to specify which fields should be included and leave the users Explore as is.
- B. Create two view files for the users table. One view file will have all possible fields for the users Explore, and the other will have only the fields required for the products Explore.
- C. Create duplicate dimensions and measures, one for the users Explore and one for the products Explore, and use the hidden parameter to modify the visibility of the fields.
- D. Use the hidden parameter in the users view file for the fields that should not come over to the products Explore and leave the users Explore as is.
Correct Answer: A 🗳️
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