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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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# of Questions views:	3702
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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...

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