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  1. Test Library >
  2. SQL – Intermediate (VOD Data) >

SQL - Intermediate (VOD Data) Test

SQL – Intermediate (VOD Data) Assessment Summary:

Mid-level SQL questions, including joins from multiple tables, grouping, categorization, and aggregate functions.

Covered Skills:

Intermediate SQL
SQL Joins
Data Analysis
Relational Databases

Question Types

SQL

Use SQL – Intermediate (VOD Data) Test:

Use this test to hire Data Analysts, Business Intelligence Analysts, Data Engineers, Backend Developers, and other similar roles.

Type

Job specific skills

Time

Customizable

Language

All languages

Level

Moderate
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About the SQL – Intermediate (VOD Data) Test

Hiring for analytics or database-focused roles often comes down to practical SQL ability, not resume keywords. Canditech’s intermediate SQL section uses a video-on-demand business scenario to evaluate how well candidates write SQL queries, combine data across tables, and summarize results for analysis and reporting.

  • Querying data across related tables: Many SQL-heavy roles require people to pull accurate data from several related tables at once. In this table-based scenario, candidates show whether they can connect customer, movie, and rental data correctly and handle records that do not match cleanly. This helps recruiters assess real database querying ability rather than memorized syntax.
  • Reporting and metric calculation: Strong SQL users need to turn raw rows into useful business metrics for dashboards, reports, and ad hoc analysis. This area evaluates how well candidates calculate counts, averages, totals, and time-based summaries, then filter grouped results to answer a specific question. It highlights whether they can produce accurate reporting outputs from a relational dataset.
  • Business problem solving with SQL: The assessment is built around practical business questions from a video-on-demand rental dataset, not abstract theory. Candidates are asked to identify patterns such as top customers or items with no activity, then return results in a clear, usable order. This gives hiring teams a view of problem solving and day-to-day SQL skill in analyst and developer work.

Overseen by PhD-Level Psychometric Experts

Canditech’s platform is built on validity, reliability, and scientific rigor. Our assessment library sections are developed by in-house psychometric experts under the leadership of Dr. Moran Sela, PhD, Head of Test Development, in collaboration with subject matter experts across different fields.

Using research-backed work sample tests proven to predict on-the-job success, our assessments undergo rigorous validation to deliver precise, defensible, and data-driven candidate evaluations.

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At what stage of the hiring process should I share a skill assessment with candidates?

The ideal timing depends on the role, seniority, and region. Most companies send assessments before or right after the first recruiter call to focus on skilled candidates early. Our psychometricians and hiring consultants can advise on the best timing to ensure efficiency, fairness, and a great candidate experience.

Can I use my company’s existing assessments?

Yes, any organization can integrate its existing internal tests into the Canditech platform. Once implemented, your assessments can be automatically checked and scored, customized to match your branding, synced with your ATS, and easily reviewed by your hiring team. Our PhD-holding psychometrics team is also here to guide the entire migration process, ensuring a smooth and efficient transition.

Can I integrate Canditech with my ATS?

Yes, Canditech integrates seamlessly with 40+ leading ATS platforms, including Lever, SmartRecruiters, Greenhouse, Workable, Pinpoint, Ashby, Comeet, JazzHR, Jobvite, Teamtailor, HiBob, BambooHR, Recruitee, iCIMS, Workday, SAP SuccessFactors, and more. Our platform offers unique automation solutions that streamline your end-to-end hiring flow, allowing you to send assessments, track progress, and view results directly within your ATS. If you are looking to integrate, our team is here to help you explore the best options.

How does Canditech detect and prevent cheating during assessments?

Canditech helps maintain fair and secure assessments with advanced anti-cheating technology, including ChatGPT detection, copy-paste and tab tracking, device and location monitoring, webcam snapshots, time limits, randomized questions, and video-based questions to maintain integrity and accuracy. Learn more here.

Is Canditech an interview replacement?

No, Canditech doesn’t replace interviews, it makes them count by helping you identify candidates with proven skills early so you can focus your time on the people most likely to excel. The result is fewer interview hours, better conversations, and stronger hires. We believe technology is not a replacement for the personal touch!

 

What kind of support do you provide?

Our team is always here to help! All users can contact us through our support email. Beginning with the Team package, Canditech offers technical assistance for candidates. From the Pro package onward, each company is assigned a dedicated account manager to guide onboarding and deliver ongoing support. You’ll also receive access to PhD-level psychometric experts who provide professional guidance and ensure the scientific reliability of your assessments. In addition, our comprehensive Help Center offers articles, guides, and tips to help you make the most of Canditech.

How does skill assessment software reduce hiring costs and demonstrate ROI?

Skill assessment software helps companies hire faster and more effectively by spotting the right candidates early and reducing the chances of mis-hires. Many companies using Canditech have reported measurable results, including a 50% decrease in time-to-hire, an 80% reduction in interview hours, and ROI improvements reaching 248%.

How does Canditech ensure a positive candidate experience?

Candidates value the opportunity to fairly demonstrate their skills while getting a “test-drive” of the role. Our assessments mirror real job tasks and incorporate your logo, colors, and video to create an engaging, branded experience. This builds strong face validity, helping candidates feel the process is relevant, job-focused, and designed to evaluate the skills that truly matter.

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