Best Data Engineering Tools

Airbyte

Open-source data integration

Alteryx

Analytics automation

Anaconda

Python for data science

Astronomer (Airflow)

Managed Apache Airflow

BigQuery

Serverless data warehouse

Census

Warehouse to SaaS sync

ClearML

Open-source MLOps

ClickHouse Cloud

Real-time analytics DB

Comet ML

ML experimentation platform

Confluent Cloud

Managed Kafka

Count

Data notebook + BI

Dagster

Data orchestration

DataRobot

AI platform for enterprise

Databricks

Unified analytics platform

Datacamp

Data & AI learning

Dataiku

Everyday AI platform

Deepnote

Collaborative data notebook

Determined AI (HPE)

Deep learning platform

Domino Data Lab

Enterprise MLOps

Fivetran

Automated data pipelines

H2O.ai

Open-source AI platform

Hex

Modern analytics workspace

Hightouch

Warehouse-native data activation

KNIME

Data analytics platform

MLflow

ML lifecycle platform

Materialize

Streaming database

Monte Carlo

Data reliability platform

Neptune.ai

Experiment tracker for ML

Observable

Collaborative data notebooks

Prefect

Workflow orchestration

RapidMiner

Data science platform

Redshift

AWS data warehouse

Rockset

Real-time analytics DB

Rudderstack

Warehouse-native CDP

Segment

Customer data platform by Twilio

Snowflake

Data cloud platform

Stitch

Simple data pipeline

Tinybird

Real-time data platform

Trifacta (Alteryx)

Data wrangling

Weights & Biases

AI developer platform

dbt

Transform data in your warehouse

mParticle

Customer data platform