Data Engineering Tools

Compare the best Data Engineering tools, scored across pricing, features, and momentum

95 tools found

Snowflake

Cloud data platform for warehousing and analytics

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Data & AnalyticsRising

Databricks

Unified analytics platform for data and ML

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Data & AnalyticsActive

dbt

Data transformation tool for analytics engineers

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Data & AnalyticsActive

Metaflow

Human-friendly framework for building and managing ML and data science projects.

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Data & AnalyticsStable

Dataddo

Data integration platform supporting ETL, ELT, and reverse ETL.

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Data & AnalyticsStable

Astronomer

Enterprise-grade managed platform for scaling Apache Airflow pipelines.

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Data & AnalyticsStable

Secoda

AI-powered data search and documentation platform.

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Data & AnalyticsStable

Dataform

SQL-based data transformation service for BigQuery.

data-engineering

Data & AnalyticsStable

Snowflake AI Data Cloud

Cloud-native platform for data warehousing, lakes, and AI workloads.

data-engineering

Data & AnalyticsStable

Confluent Cloud

Fully managed, cloud-native Apache Kafka service.

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Data & AnalyticsStable

Apache Pulsar

Cloud-native messaging and streaming with tiered storage.

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Data & AnalyticsStable

Apache Spark

Unified engine for large-scale data and structured streaming.

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Data & AnalyticsStable

Collibra

Enterprise data intelligence and governance platform.

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Data & AnalyticsStable

Upsolver

High-performance streaming data pipelines for data lakes.

data-engineering

Data & AnalyticsStable

AWS Lake Formation

AWS service to centrally govern, secure, and share data for analytics.

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Data & AnalyticsStable

Airbyte

Open-source data integration for moving data to warehouses and vector DBs.

data-engineeringdatabase

Data & AnalyticsStable

DataHub

Open-source metadata platform for discovery and observability.

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Data & AnalyticsStable

Microsoft Fabric

Unified SaaS analytics platform built on a lakehouse architecture.

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Data & AnalyticsStable

Cloudera Data Platform

Hybrid data platform for open lakehouse analytics and AI.

data-engineering

Data & AnalyticsStable

AWS Step Functions

Serverless orchestration for coordinating AWS services and business logic.

data-engineering

Data & AnalyticsStable

Y42

Turnkey data orchestration and pipeline platform.

data-engineering

Data & AnalyticsStable

Showing 21 of 95 tools