Apache Airflow
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Apache Airflow: the workflow automation darling of the data world, born at Airbnb in 2014. It’s open-source, meaning free, but don’t let that fool you—it’s no walk in the park. Competing with the likes of Luigi, Prefect, and cloud-native solutions, Airflow's main draw is its DAG-based approach (Directed Acyclic Graphs), which gives you full control over complex pipelines. In other words, it’s a power tool for data engineers who love Python and have a thing for manually tweaking dependencies.
In its current state, Airflow dominates orchestration, especially in companies with mature data engineering teams. But beware: Airflow is highly flexible, which also means highly finicky. Miss one task or get the scheduling wrong, and your whole pipeline could come crashing down at 3 a.m. The UI is functional but looks like it escaped from 2015, and scalability? Well, you'll be tuning it yourself. It’s powerful but requires constant attention—like a temperamental race car.
Used together with Airflow
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Compare to other orchestration toolsJobs (this month)
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Jobs in using Apache Airflow for but please no
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data engineer
Senior AWS Data Engineer @ asx
AU | 2025-12-26
This role is a compelling opportunity for a senior data engineer with deep AWS expertise, but it’s a steep climb in a highly competitive field. The position requires a hands-on engineer with...
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Agile/Scrum, AWS, API, Data Engineering, Data Management, Analytics, Data Modelling, DWH, Data Streaming, Confluence, Kafka, Airflow, AWS Glue, Iceberg, Athena, Redshift, DataViz, Tableau, Power BI, QuickSight, Python, Spark, Terraform, Terragrunt | ||
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data engineer
Senior Data Engineer @ macquariegroup
AU | 2025-12-25
Macquarie's Post Trade Data and AI role reads like a heavyweight data engineer gig wrapped in financial compliance and stakeholder theatre. You get hands-on with AWS Redshift, Kubernetes, Python,...
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AI/ML, Big Data, Data Engineering, Cloud Computing, Analytics, DataViz, Redshift, Kubernetes, Python, SQL, dbt, Airflow, Dataiku, Data Modelling, Management | ||
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data engineer
Senior Data Engineer - 12 months FTC @ tpg-telecom
AU | 2025-12-23
The role involves building data pipelines and processes to support AI initiatives at TPG Telecom, with a focus on creating reusable datasets to ensure a single source of truth; a key...
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AI/ML, Analytics, Management, Data Engineering, Cloud Computing, Data Governance, Data Science, ETL/ELT, MLOps, Agile/Scrum, DevOps, Computer Science, SQL, Python, DWH, dimensional modeling, AWS, GCP, Azure, Modern Data Stack, dbt, Databricks, Redshift, Airflow, CI/CD, Git, Java, Terraform | ||
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data engineer
Data Engineer - Azure & Databricks @ n2sglobal
AU | 2025-12-23
This position calls for a data engineer skilled in Azure Databricks to build scalable data pipelines with the added twist that integrating diverse data sources like REST APIs and SFTP is a...
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Databricks, ETL/ELT, ADF, Spark, API, Cloud Storage, Management, Azure, Data Lake, SQL, Delta, Data Quality, Data Governance, Computer Science, Data Engineering, Python, Synapse, DWH, Big Data, Airflow, Kafka, AI/ML | ||
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data engineer
Lead Data Engineer (SSE II) @ zip-co-limited
AU | 2025-12-22
The role involves designing and maintaining scalable data pipelines critical to Zip’s financial operations, with a focus on reliability and security. A key differentiator is leading the uplift of...
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ETL/ELT, Analytics, Data Quality, Management, SQL, Snowflake, SQL Server, Data Streaming, Python, Spark, AWS, Terraform, Data Modelling, Airflow, CI/CD, Kafka, Kubernetes, dbt, DataViz, AI/ML |