DataEngPrep.tech
QuestionsBlogStore
Get PDF Bundle
Home/Questions/General/Other/Steps to Verify Source and Target Data Match After Load

Steps to Verify Source and Target Data Match After Load

General/Othermedium0.2 min readPremium
Frequency
Low
Asked at 1 company
Category
243
questions in General/Other
Difficulty Split
151E|43M|49H
in this category
Total Bank
1,863
across 7 categories
Asked at these companies
Verizon
Key Concepts Tested
joinpartition
Expert AnswerPremium
46 wordsInterview-ready
(1) Row count—alert on variance. (2) Checksum—MD5/CRC32 of key cols or concat. (3) Sampling—random samples for complex schema. (4) Anti-join—missing/extra rows. (5) Aggregates—SUM, AVG. (6) dbt ref() and freshness. SCALABILITY: Partition-level checks for large tables....
The complete answer continues with detailed implementation patterns, architectural trade-offs, and production-grade considerations. It covers performance optimization strategies, common pitfalls to avoid, and real-world examples from companies like Verizon. The answer also includes follow-up discussion points that interviewers commonly explore.

Continue Reading the Full Answer

Unlock the complete expert answer with code examples, trade-offs, and pro tips - plus 1,863+ more.

Create Free Account - Unlock 30 Answers
Get PDF Bundle - from $21

Or upgrade to Platform Pro - $39

Engineers who used these answers got offers at

AmazonDatabricksSnowflakeGoogleMeta

Free: Top 20 SQL Interview Questions (PDF)

Get the most asked SQL questions with expert answers. Instant download.

No spam. Unsubscribe anytime.

Related General/Other Questions

hardHave you worked on Data Warehousing projects?FreemediumHow would you read data from a web API? What steps would you follow after reading the data?FreehardRetrieve the most recent sale_timestamp for each product (Latest Transaction).FreehardWhat is the difference between OLTP and OLAP?FreemediumWhat is the difference between SQL and NoSQL databases?Free

According to DataEngPrep.tech, this is one of the most frequently asked General/Other interview questions, reported at 1 company. DataEngPrep.tech maintains a curated database of 1,863+ real data engineering interview questions across 7 categories, verified by industry professionals.

← Back to all questionsMore General/Other questions →