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Data Engineering

Browse ETL/ELT tools, data pipeline platforms, and data integration solutions.

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How to choose data engineering tools

Browse ETL/ELT tools, data pipeline platforms, and data integration solutions. Compare deployment options, source models and vendor details on each profile before shortlisting a tool.

11 results in Data Engineering

Airbyte

Airbyte configures connectors and connections to replicate data between systems.

Data EngineeringSelf-hostedOpen source
Astronomer

Astronomer builds Astro, a managed Apache Airflow platform for orchestrating data and, increasingly, agentic AI pipelines. The company employs many of Airflow's top open-source committers and prices usage per compute-hour with enterprise tiers.

Data EngineeringSelf-hostedOther license
Dagster

Dagster is an open-source Python orchestrator built around software-defined assets. Its creator, Dagster Labs (formerly Elementl), was acquired by Prefect in 2026; the open-source project keeps its license and Dagster+ continues unchanged for existing customers.

Data EngineeringSelf-hostedOpen source
Fivetran

Fivetran runs managed connections that replicate supported source data into a destination for analytics and downstream processing.

Data EngineeringOther license
Logz.io

Logz.io delivers log management, infrastructure monitoring and distributed tracing as a managed SaaS built on open-source projects like OpenSearch, Prometheus and Jaeger.

Data EngineeringOther license
Merge

Merge provides unified APIs across categories like HRIS, ATS, CRM, accounting and ticketing, letting SaaS companies build one integration per category instead of one per third-party tool.

Data EngineeringOther license
Monte Carlo

Monte Carlo monitors data health across connected systems, including freshness and schema signals, with lineage for investigation.

Data EngineeringOther license
Qlik

Qlik Sense/Qlik Cloud provide associative-model BI and dashboards; the 2023 Talend acquisition added Qlik Talend Cloud for data integration and pipelines under the same vendor.

Analytics & BISelf-hostedWebOther license
RudderStack

RudderStack collects customer events, sends them to destinations, and supports warehouse-based data activation and transformations.

Data EngineeringSelf-hostedOpen source
Segment

Twilio Segment is a customer data platform that collects events from websites, apps, servers, and connected tools and sends them to selected destinations.

Data EngineeringOther license
Temporal

Temporal is an open-source durable execution platform for building reliable distributed workflows in code, self-hosted (MIT) or via usage-based Temporal Cloud.

Data EngineeringSelf-hostedOpen source
CompareTool and summaryCategoryDeploymentSource model
AirbyteAirbyte configures connectors and connections to replicate data between systems.Data EngineeringSelf-hostedOpen source
AstronomerAstronomer builds Astro, a managed Apache Airflow platform for orchestrating data and, increasingly, agentic AI pipelines. The company employs many of Airflow's top open-source committers and prices usage per compute-hour with enterprise tiers.Data EngineeringSelf-hostedOther license
DagsterDagster is an open-source Python orchestrator built around software-defined assets. Its creator, Dagster Labs (formerly Elementl), was acquired by Prefect in 2026; the open-source project keeps its license and Dagster+ continues unchanged for existing customers.Data EngineeringSelf-hostedOpen source
FivetranFivetran runs managed connections that replicate supported source data into a destination for analytics and downstream processing.Data EngineeringOther license
Logz.ioLogz.io delivers log management, infrastructure monitoring and distributed tracing as a managed SaaS built on open-source projects like OpenSearch, Prometheus and Jaeger.Data EngineeringOther license
MergeMerge provides unified APIs across categories like HRIS, ATS, CRM, accounting and ticketing, letting SaaS companies build one integration per category instead of one per third-party tool.Data EngineeringOther license
Monte CarloMonte Carlo monitors data health across connected systems, including freshness and schema signals, with lineage for investigation.Data EngineeringOther license
QlikQlik Sense/Qlik Cloud provide associative-model BI and dashboards; the 2023 Talend acquisition added Qlik Talend Cloud for data integration and pipelines under the same vendor.Analytics & BISelf-hostedWebOther license
RudderStackRudderStack collects customer events, sends them to destinations, and supports warehouse-based data activation and transformations.Data EngineeringSelf-hostedOpen source
SegmentTwilio Segment is a customer data platform that collects events from websites, apps, servers, and connected tools and sends them to selected destinations.Data EngineeringOther license
TemporalTemporal is an open-source durable execution platform for building reliable distributed workflows in code, self-hosted (MIT) or via usage-based Temporal Cloud.Data EngineeringSelf-hostedOpen source