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Google LookML-Developer Exam Overview:

Certification Vendor:Google
Exam Name:Looker LookML Developer Exam
Exam Number:LookML-Developer
Exam Price:$250 USD
Certificate Validity Period:3 years
Available Languages:English
Related Certifications:Google Looker Business Analyst
Real Exam Qty:40-50
Exam Format:Multiple choice, Multiple select, Scenario-based
Exam Duration:90 minutes
Passing Score:70%
Recommended Training:Google Cloud Looker Learning Path
Looker Official Documentation
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:

SectionWeightObjectives
Topic 1: Quality & Governance20%- Validate data using SQL Runner
- Version control and deployment workflow
- Assess and improve LookML code quality
Topic 2: Customization25%- Build and configure Explores
- Design dimensions and measures
Topic 3: Optimization25%- Optimize query and report performance
- Implement PDTs and caching policies
Topic 4: Model Management30%- Maintain LookML project health
- Troubleshoot errors in existing data models
- Create LookML objects from requirements
- Implement data security requirements

FAQs for Google Looker LookML Developer Candidates

The LookML-Developer exam leads to the Looker LookML Developer certification from Google. It is positioned at the Professional level. The exam validates the knowledge and skills expected of candidates preparing for Google Looker LookML Developer.

Related certifications include:

  • Google Looker Business Analyst

The LookML-Developer exam includes 40-50 questions and allows 90 minutes. Before test day, divide the available time by the number of questions in a timed practice set to establish a steady per-question pace. If a difficult item starts consuming too much time, mark it for review and move forward instead of losing momentum. A full timed practice session can help you decide when to move on, when to return, and how much buffer to reserve for a final check.

The passing score for LookML-Developer is 70%, and the official exam fee is $250 USD. Because a retake requires paying the exam fee again, use timed practice results as a readiness check before scheduling your next attempt. If your performance remains inconsistent, continue reviewing weak domains and repeat a timed session before booking the exam.

No formal prerequisites; recommended 6+ months hands-on LookML development, SQL proficiency, data modeling experience

Eligibility rules can change, so confirm the current requirements on the official exam page before registering.

You can register through the official channels listed below:

The available exam delivery method is Online proctored or onsite at authorized test centers; **Retired April 1, 2022**.

The official training options include:

After reviewing the recommended training, reinforce what you learned with Actual4dump's 51 practice questions for LookML-Developer.

Yes. Actual4dump provides a free PDF demo so you can review the format, question style, and answer quality before placing an order. Your purchase includes 365 days of free updates, and expired products can receive continued update service at a 50% discount.

If you purchase the corresponding LookML-Developer preparation material and do not pass that exam within 60 days of purchase, you may apply for a full refund under the 100% Money Back Guarantee. The request requires a scanned exam enrollment slip and the official Score Report PDF, submitted within two days after the exam. Eligible requests are processed within seven days.

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The current LookML-Developer outline is organized into 4 top-level domains. The first listed areas include:

  • Model Management (30%)
  • Optimization (25%)
  • Quality & Governance (20%)

Review the Exam Topics section above for the complete outline and any nested subtopics.

Google Looker LookML Developer Sample Questions:

Question 1

Business users report that they are unable to build useful queries because the list of fields in the Explore is too long to find what they need.
Which three LookML options should a developer use to curate the business user's experience? (Choose three.)

A. Add a description parameter to each field with context so that users can search key terms.
B. Create a separate project for each business unit containing only the fields that the unit needs.
C. Use the hidden parameter to remove irrelevant fields from the Explore.
D. Use a derived table to show only the relevant fields.
E. Add a group_label parameter to relevant fields to organize them into logical categories.


Question 2

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 link to the dashboard included in the project.
B. A native derived table based on the dashboard.
C. An Explore LookML file based on the dashboard.
D. A dashboard LookML file included in the project.


Question 3

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 selects the primary key from the base view, and look for duplicates.
B. Create a query that counts how many occurrences of the primary key value are in the base view, and sort by count.
C. Create a query that concatenates two columns to create a compound primary key.
D. Create a query that selects all the fields from the table, and sort by primary key.


Question 4

A developer needs to implement three persistent derived tables (PDTs) as described below.
The PDTs need to be refreshed after the daily ETL pipeline adds incremental loads to the underlying tables.
Each PDT is built off of one underlying table in the database (one PDT per table).
The underlying tables for each PDT are updated one after the other, and a new row is added to an ETL log table each time a table is updated.
Due to the unpredictable nature of the ETL pipeline, each PDT does not refresh at the same time from day to day.
Each PDT takes over an hour to build, and to save on compute costs each PDT should only be refreshed once per day.
How can the developer set up the PDTs according to these requirements?

A. Create three separate datagroups tied to three PDTs that run when each corresponding table's row count changes.
B. Create one datagroup tied to all three PDTs that runs when the total row count across all three tables changes.
C. Create one datagroup tied to all three PDTs that parameterizes the view name for each PDT in the SQL trigger condition.
D. Create three separate datagroups tied to three PDTs that run when a new row is added to the ETL log table.


Question 5

Two developers are working on adding a new view to a project. Once both developers have finished their work in the view, the changes will be pushed to production.
Where should the developers write the LookML for this view?

A. In each of their personal branches, with each user writing code separately
B. In the master branch, with both users writing to the branch
C. In a new shared branch created from the master branch
D. In one user's personal branch, with both users writing to the branch


Solutions:

Question 1
Answer: A,D,E
Question 2
Answer: D
Question 3
Answer: C
Question 4
Answer: D
Question 5
Answer: C

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