Prefect
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Explore more → **Prefect**
What is Prefect?
Prefect is a workflow orchestration platform that helps data engineers and data scientists build, schedule, and monitor complex data pipelines. It provides a way to define workflows as code, execute them reliably, and observe their execution. It is commonly used for automating ETL processes, machine learning pipelines, and other data-intensive tasks, ensuring reproducibility and resilience.
What other technologies are related to Prefect?
Prefect Competitor Technologies
Dagster
Dagster is a competing data orchestration platform.
Airflow
Apache Airflow is a widely-used data orchestration tool, making it a direct competitor.
Luigi
Luigi is a Python-based workflow management tool, and therefore a competitor in the orchestration space.
digdag.io
No summary available
Digdag is a workflow engine that can be used as a data pipeline orchestration tool, hence a competitor.
Metaflow
Metaflow is a framework for building and managing data science workflows, competing with Prefect in the orchestration space.
AWS Step Functions
AWS Step Functions is a workflow orchestration service on AWS, directly competing with Prefect.
Flyte
Flyte is a workflow orchestration platform designed for data and ML workflows.
Digdag
Digdag is a workflow engine that can be used as a data pipeline orchestration tool, hence a competitor.
Number of organizations that mention technology
1,860
Prefect
1,761
Dagster
19,993
Airflow
1,632
Luigi
13
digdag.io
276
Metaflow
1,364
AWS Step Functions
183
Flyte
107
Digdag
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Prefect Complementary Technologies
DBT
dbt (data build tool) is used for data transformation, which complements Prefect's orchestration capabilities.
Dask
Dask is a parallel computing library that can be used with Prefect to scale computations.
Snowflake
Snowflake is a cloud data warehouse, which is a common destination or source for data pipelines orchestrated by Prefect.
Number of organizations that mention technology
ⓘ Tap on a tech to explore matching organizations
Which job functions commonly mention Prefect?
MLOps Engineer
1.5% of all MLOps Engineer jobs mention Prefect
View 121
jobs on Sumble
Analytics Engineer
1.2% of all Analytics Engineer jobs mention Prefect
View 170
jobs on Sumble
Data Engineer
1.0% of all Data Engineer jobs mention Prefect
View 2.7k
jobs on Sumble
Software Engineer
0.1% of all Software Engineer jobs mention Prefect
View 3.9k
jobs on Sumble
Engineer
4124 Engineer jobs mention Prefect
View 4.1k
jobs on Sumble
Which organizations are mentioning Prefect?
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