ETL Insights | Sumble

What is ETL?

ETL stands for Extract, Transform, Load. It is a data integration process that involves extracting data from various source systems, transforming it into a consistent and usable format, and loading it into a target data warehouse or data lake for analysis and reporting. ETL processes are commonly used to consolidate data from disparate systems, cleanse and standardize data, and prepare data for business intelligence and analytics.

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What other technologies are related to ETL?

ETL Competitor Technologies

ELT

ELT is a data integration approach that competes with ETL by transforming data within the data warehouse instead of staging it.

mentioned alongside ETL in 80% (6.5k) of relevant job posts

Microsoft SSIS

Microsoft SSIS is a dedicated ETL tool and a direct competitor, offering similar functionality for data integration.

mentioned alongside ETL in 10% (10.7k) of relevant job posts

Informatica

Informatica PowerCenter is a leading ETL platform, competing directly with other ETL tools.

mentioned alongside ETL in 11% (9.9k) of relevant job posts

Azure Data Factory

Azure Data Factory is a cloud-based ETL service, a direct competitor in the ETL space.

mentioned alongside ETL in 8% (8.6k) of relevant job posts

Talend

Talend is an open-source ETL tool that competes directly with other ETL solutions.

mentioned alongside ETL in 11% (4.7k) of relevant job posts

AWS Glue

AWS Glue is a serverless ETL service that competes directly with other ETL solutions.

mentioned alongside ETL in 7% (4.3k) of relevant job posts

ETL Complementary Technologies

SQL

SQL is a query language crucial for data manipulation and transformation within ETL processes.

mentioned alongside ETL in 3% (77.3k) of relevant job posts

Data Warehousing

Data warehousing is the destination for data processed by ETL pipelines, making it a crucial complementary technology.

mentioned alongside ETL in 30% (4.8k) of relevant job posts

Snowflake

Snowflake is a cloud data warehouse that can be a target for ETL processes.

mentioned alongside ETL in 6% (13.4k) of relevant job posts

Which job functions mention ETL?

Job function

Jobs mentioning ETL

Orgs mentioning ETL

Engineer

Software Engineer

Data, Analytics & Machine Learning

Data Engineer

Data Analyst

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6% of Data Infrastructure Migration projects involve ETL

Microsoft

Principal Software Engineer

To develop a scalable cloud data warehouse that powers SQL analytics in Azure compute, utilizing technologies such as Azure Data Lake and Microsoft Fabric.

Read more ↗

Siemens

IT Solution Expert for SAP HCM Integration (m/f/d)

To integrate Workday with multiple SAP HCM systems using integration platforms like ShapeIn to streamline HR processes.

Read more ↗

Amazon

Applied Scientist, Q Developer Code Agent Science

Developing services that leverage generative AI and foundation models to improve the experience of developers using AWS tools and services.

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Walmart

(USA) Senior Manager, Automation Engineering - Data Engineer

To develop scalable data architectures and real-time data pipelines using technologies like Apache Airflow, Google Cloud Platform, and BigQuery to support AI/ML analytics.

Read more ↗