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Exam Code:DEA-C01
Exam Name:SnowPro Advanced: Data Engineer Certification Exam
Certification Provider:Snowflake
Free Question Number:153
Version:v2026-05-07
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Exam Question List
Question 1: A data engineer notices slow query performance on a highly p...
Question 2: A company is developing machine learning (ML) models. A data...
Question 3: A data engineer is processing and analyzing multiple terabyt...
Question 4: A company uploads .csv files to an Amazon S3 bucket. The com...
Question 5: A data engineer runs Amazon Athena queries on data that is i...
Question 6: A company is migrating on-premises workloads to AWS. The com...
Question 7: A company stores customer data tables that include customer ...
Question 8: A data engineer wants to improve the performance of SQL quer...
Question 9: A company has AWS resources in multiple AWS Regions. The com...
Question 10: A company needs to optimize storage for an Amazon S3 bucket....
Question 11: A company stores customer data in an Amazon S3 bucket. The c...
Question 12: A manufacturing company has many IoT devices in facilities a...
Question 13: A retail company is expanding its operations globally. The c...
Question 14: A company built a data lake and a data warehouse on AWS. The...
Question 15: A company uses AWS Glue Data Catalog to index data that is u...
Question 16: A company needs to set up a data catalog and metadata manage...
Question 17: A data engineer must implement a data cataloging solution to...
Question 18: When processing large datasets using distributed computing f...
Question 19: A company currently uses a provisioned Amazon EMR cluster th...
Question 20: A data engineer needs to join data from multiple sources to ...
Question 21: A data engineer configures a large number of AWS Glue jobs t...
Question 22: A data engineer is configuring Amazon SageMaker Studio to us...
Question 23: A company has a data warehouse that contains a table that is...
Question 24: A company stores employee data in Amazon Resdshift. A table ...
Question 25: A company is setting up a data pipeline in AWS. The pipeline...
Question 26: A company is creating a new data pipeline to populate a data...
Question 27: A financial services company stores financial data in Amazon...
Question 28: A company stores CSV files in an Amazon S3 bucket. A data en...
Question 29: A data engineer needs to create an Amazon Athena table based...
Question 30: During a security review, a company identified a vulnerabili...
Question 31: A company has as JSON file that contains personally identifi...
Question 32: A data engineer is optimizing query performance in Amazon At...
Question 33: A company has a data lake on AWS. The data lake ingests sour...
Question 34: A media company wants to improve a system that recommends me...
Question 35: A company has a business intelligence platform on AWS. The c...
Question 36: A data engineer needs Amazon Athena queries to finish faster...
Question 37: In a data engineering pipeline, a company is using multiple ...
Question 38: A data engineer maintains custom Python scripts that perform...
Question 39: A company loads transaction data for each day into Amazon Re...
Question 40: A company needs a solution to automatically ingest data from...
Question 41: A company maintains multiple extract, transform, and load (E...
Question 42: A company stores 10 to 15 TB of uncompressed .csv files in A...
Question 43: A company stores data in a data lake that is in Amazon S3. S...
Question 44: A company needs to transform IoT sensor data in near real ti...
Question 45: A company implements a data mesh that has a central governan...
Question 46: A company uses an organization in AWS Organizations to manag...
Question 47: A company uses Apache Airflow to orchestrate the company's c...
Question 48: For evolving schema and high compatibility, which data forma...
Question 49: An online retailer uses multiple delivery partners to delive...
Question 50: A data engineer needs to use an Amazon QuickSight dashboard ...
Question 51: A company has a frontend ReactJS website that uses Amazon AP...
Question 52: A mobile gaming company wants to capture data from its gamin...
Question 53: A retail company uses AWS Glue for extract, transform, and l...
Question 54: A company has a gaming application that stores data in Amazo...
Question 55: A manufacturing company collects sensor data from its factor...
Question 56: A company wants to use machine learning (ML) to perform anal...
Question 57: A data engineer must maintain and monitor a data pipeline on...
Question 58: A company plans to use Amazon Kinesis Data Firehose to store...
Question 59: A data engineer needs to optimize the performance of a data ...
Question 60: A data engineer needs to use AWS Step Functions to design an...
Question 61: A company uses AWS Glue jobs to implement several data pipel...
Question 62: A company's data engineer needs to optimize the performance ...
Question 63: A data engineer is building a data orchestration workflow. T...
Question 64: A company is designing a data lake on Amazon S3. To ensure h...
Question 65: A retail company stores order information in an Amazon Auror...
Question 66: A data engineer has implemented data quality rules in 1,000 ...
Question 67: A data engineer needs to schedule a workflow that runs a set...
Question 68: A data engineer must manage the ingestion of real-time strea...
Question 69: A company uses Amazon EMR as an extract, transform, and load...
Question 70: A company uses a variety of AWS and third-party data stores....
Question 71: A company is uploading log files from on-premises servers to...
Question 72: A company uses Amazon Redshift for its data warehouse. The c...
Question 73: A company ingests data from multiple data sources and stores...
Question 74: An ecommerce company wants to use AWS to migrate data pipeli...
Question 75: A media company uses software as a service (SaaS) applicatio...
Question 76: A company needs to build an extract, transform, and load (ET...
Question 77: A company runs multiple applications on AWS. The company con...
Question 78: A company stores information about its subscribers in an Ama...
Question 79: A company saves customer data to an Amazon S3 bucket. The co...
Question 80: Files from multiple data sources arrive in an Amazon S3 buck...
Question 81: A data engineer must use AWS services to ingest a dataset in...
Question 82: A financial company wants to use Amazon Athena to run on-dem...
Question 83: A company stores customer records in Amazon S3. The company ...
Question 84: A company wants to analyze sales records that the company st...
Question 85: A company needs to aggregate and filter a large amount of st...
Question 86: A company is creating near real-time dashboards to visualize...
Question 87: A data engineer uses AWS Lake Formation to manage access to ...
Question 88: A company wants to migrate data from an Amazon RDS for Postg...
Question 89: A company uses a data lake that is based on an Amazon S3 buc...
Question 90: A retail company stores point-of-sale transaction data in an...
Question 91: A company has a data pipeline that uses an Amazon RDS instan...
Question 92: A data engineer must orchestrate a series of Amazon Athena q...
Question 93: A data engineer is using Amazon Athena to analyze sales data...
Question 94: A company is building an inventory management system and an ...
Question 95: A data engineer set up an AWS Lambda function to read an obj...
Question 96: A company uses Amazon S3 as a data lake. The company sets up...
Question 97: A gaming company uses a NoSQL database to store customer inf...
Question 98: A company is using Amazon Redshift to build a data warehouse...
Question 99: A transportation company wants to track vehicle movements by...
Question 100: A financial company wants to implement a data mesh. The data...
Question 101: A company wants to migrate a data warehouse from Teradata to...
Question 102: A company uses Amazon Athena for one-time queries against da...
Question 103: A company is developing an application that runs on Amazon E...
Question 104: A company uses an Amazon S3 Standard bucket to maintain a se...
Question 105: A company builds a new data pipeline to process data for bus...
Question 106: A company runs a data platform on AWS. The data platform use...
Question 107: A company uses an Amazon Redshift cluster that runs on RA3 n...
Question 108: A company stores details about transactions in an Amazon S3 ...
Question 109: A finance company receives data from third-party data provid...
Question 110: A company manages an Amazon Redshift data warehouse. The dat...
Question 111: A company uses Amazon EMR as an extract, transform, and load...
Question 112: A company is planning to use a provisioned Amazon EMR cluste...
Question 113: In data modeling, an entity-relationship diagram (ERD) is pr...
Question 114: A data engineer is building a solution to detect sensitive i...
Question 115: A company uses an on-premises Microsoft SQL Server database ...
Question 116: A company needs to use Amazon Athena to analyze data that is...
Question 117: A technology company currently uses Amazon Kinesis Data Stre...
Question 118: A company uses Amazon Redshift as its data warehouse service...
Question 119: A company uses AWS Step Functions to orchestrate a data pipe...
Question 120: A retail company stores data from a product lifecycle manage...
Question 121: A data engineer needs to deploy a complex pipeline. The stag...
Question 122: A company is building a data lake for a new analytics team. ...
Question 123: A company is building an analytics solution. The solution us...
Question 124: During a security review, a company identified a vulnerabili...
Question 125: A company uses Amazon S3 to store semi-structured data in a ...
Question 126: A data engineer needs to build an enterprise data catalog ba...
Question 127: A company maintains a central Amazon Redshift data warehouse...
Question 128: A company uses Amazon Redshift as its data warehouse. Data e...
Question 129: A company wants to ingest streaming data into an Amazon Reds...
Question 130: A company wants to build a dimension table in an Amazon S3 b...
Question 131: A company uses Amazon S3 and AWS Glue Data Catalog to manage...
Question 132: An ecommerce company processes millions of orders each day. ...
Question 133: A data engineer is using an AWS Glue ETL job to remove outda...
Question 134: A company has a data warehouse in Amazon Redshift. To comply...
Question 135: An ecommerce company collects daily customer transaction log...
Question 136: You have been tasked with migrating an on-premises MySQL dat...
Question 137: A company wants to use Apache Spark jobs that run on an Amaz...
Question 138: A manufacturing company wants to collect data from sensors. ...
Question 139: A financial company recently added more features to its mobi...
Question 140: A company currently stores all of its data in Amazon S3 by u...
Question 141: A data engineer is building a data pipeline on AWS by using ...
Question 142: A company stores logs in an Amazon S3 bucket. When a data en...
Question 143: A data engineer is building a data pipeline. A large data fi...
Question 144: A company needs to partition the Amazon S3 storage that the ...
Question 145: A company stores its processed data in an S3 bucket. The com...
Question 146: An insurance company stores transaction data that the compan...
Question 147: A banking company uses an application to collect large volum...
Question 148: A data engineer needs to securely transfer 5 TB of data from...
Question 149: A gaming company uses Amazon Kinesis Data Streams to collect...
Question 150: An ecommerce company uses AWS Glue ETL to process and analyz...
Question 151: A media company wants to use Amazon OpenSearch Service to an...
Question 152: A ride-sharing company stores records for all rides in an Am...
Question 153: A company has five offices in different AWS Regions. Each of...