Apache Airflow

workflow management, data orchestration, etl

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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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data engineer Data Engineer - Defensie Unit @ cgi-in-nederland NL \| 2025-12-27 Data Engineer for CGI’s Defence Unit must translate data as a service into defence-ready analytics and AI solutions, building and maintaining cloud data platforms while shaping project... read more »	Analytics, AI/ML, Cloud Computing, Data Engineering, Agile/Scrum, Data Science, DWH, Big Data, Hadoop, Spark, Kafka, NoSQL, SQL, SAS, Python, Informatica, Power BI, Airflow, Azure, AWS, Docker, Kubernetes, BI	Data Engineer - Defensie Unit cgi-in-nederland (NL) FULL TIME \| JOB LISTED Data Engineer for CGI’s Defence Unit must translate data as a service into defence-ready analytics and AI solutions, building and maintaining cloud data platforms while shaping project architecture. The role blends consultancy with hands-on delivery, requiring strong data management, data lake/warehouse patterns, and practical use of Big Data tools. Expect heavy exposure to Hadoop, Spark, Kafka, NiFi, SQL/NoSQL, Python, and BI tooling (PowerBI), plus ETL and workflow engines like Airflow and Informatica PowerCentre. Cloud competency across Azure, AWS or Google, container tech (Docker, Kubernetes), and AI concepts matters. Dutch fluency and stakeholder communication are nonnegotiable. CGI touts permanent contracts, small self-organizing teams, and salary benefits, but the defence context adds security/compliance frictions and potential project churn. It’s a solid, pragmatic data engineering role for those who want real infrastructure impact rather than buzzword bingo. Generated content Technology used Analytics AI/ML Cloud Computing Data Engineering Agile/Scrum Data Science DWH Big Data Hadoop Spark Kafka NoSQL SQL SAS Python Informatica Power BI Airflow Azure AWS Docker Kubernetes BI Listed At 2025-12-27 2025-10-01 (original listing) Permalink View original posting
data scientist Data Scientist Short Term Trading @ eneco NL \| 2025-12-26 \| EUR 86000 - 128000 / year Eneco’s Flex Optimization Data Scientist operates at the intersection of data science and real-time energy trading, building optimization strategies, bidding algorithms and ML models to maximise... read more »	AI/ML, Data Science, Agile/Scrum, Computer Science, Cloud Computing, Python, SQL, Databricks, Data Streaming, Azure, Kubernetes, Airflow, Snowflake	Data Scientist Short Term Trading eneco (NL) FULL TIME \| JOB LISTED Eneco’s Flex Optimization Data Scientist operates at the intersection of data science and real-time energy trading, building optimization strategies, bidding algorithms and ML models to maximise value from steerable assets. Expect to deploy in fast-moving markets, collaborate with traders, forecasting and IT, and own end-to-end pipelines from model to production with a bias toward automation and velocity. The tech stack is solid if not glamorous: Python, SQL, Databricks, Airflow, Snowflake, with Azure Cloud, Kubernetes and streaming data. The role promises immediate impact—same-day deployment is cited—but that raises questions about governance, observability and reliability in a grid-sensitive, regulated domain. It’s a strong differentiator for data practitioners who crave cross-functional, cloud-native development and optimization in energy; the best teams balance rapid iteration with robust production discipline. Generated content Technology used AI/ML Data Science Agile/Scrum Computer Science Cloud Computing Python SQL Databricks Data Streaming Azure Kubernetes Airflow Snowflake Listed At 2025-12-26 2025-10-21 (original listing) Similar Jobs Loading... Permalink View original posting
promoted Masthead Data Masthead is a data reliability platform built for Google Cloud, focused on detecting anomalies and ensuring smooth data pipeline operations. It offers real-time notifications for data issues and pipeline errors without direct access to your sensitive data.	Learn More
analyst Fraud Analyst @ booking.com NL \| 2025-12-26 Booking.com seeks a Fraud Analyst to manage security and fraud threats globally, with an emphasis on detection and response. The role involves developing data pipelines, scripting, and... read more »	SQL, Python, Big Data, PySpark, Airflow, Data Analytics, Tableau, Grafana, Management, Computer Science, Snowflake, Google Sheets, R, Agile/Scrum	Fraud Analyst booking.com (NL) FULL TIME \| JOB LISTED Booking.com seeks a Fraud Analyst to manage security and fraud threats globally, with an emphasis on detection and response. The role involves developing data pipelines, scripting, and collaboration with stakeholders, leveraging tools like SQL, Python, PySpark, Airflow, and visualization tools. A major differentiator is the opportunity to influence fraud prevention at a large scale; a risk includes the challenge of staying ahead of evolving fraud tactics. The position offers a competitive package and the chance to work in an agile environment, but the pace can be relentless. Generated content Technology used SQL Python Big Data PySpark Airflow Data Analytics Tableau Grafana Management Computer Science Snowflake Google Sheets R Agile/Scrum Listed At 2025-12-26 2025-12-04 (original listing) Similar Jobs Loading... Permalink View original posting
data scientist AI Engineer (Full-Stack ML Developer) @ merkle NL \| 2025-12-26 This role seeks a skilled AI Engineer to build and deploy machine learning and generative AI models across production systems. The candidate must integrate APIs, workflows, and automation tools,... read more »	AI/ML, GenAI, API, Airflow, Python, Docker, Cloud Computing, AWS, GCP, Vector DB, LLM, React, CDP, Management, Analytics, Marketing	AI Engineer (Full-Stack ML Developer) merkle (NL) FULL TIME \| JOB LISTED This role seeks a skilled AI Engineer to build and deploy machine learning and generative AI models across production systems. The candidate must integrate APIs, workflows, and automation tools, with a focus on scalability, performance, and observability. The position requires experience in Python, cloud deployment, and automation platforms, but lacks specific salary details and does not explicitly mention the company’s culture or team dynamics. While the role emphasizes practical ML integration and automation, it lacks clarity on the company’s culture and whether it’s a recruitment intermediary. The position stands out for its focus on real-world ML deployment and automation, but the description is vague on key details like salary and team composition. Generated content Technology used AI/ML GenAI API Airflow Python Docker Cloud Computing AWS GCP Vector DB LLM React CDP Management Analytics Marketing Listed At 2025-12-26 2025-07-23 (original listing) Similar Jobs Loading... Permalink View original posting
data engineer Senior Data Engineer @ sensorfact NL \| 2025-12-25 Sensorfact’s Senior Data Engineer role reads like a battle plan for industrial IoT data: build real-time streams from raw sensor data, detect faults on the fly, and serve personalised guidance via... read more »	AWS Glue, Analytics, AI/ML, MLOps, Cloud Computing, AWS, Kafka, Flink, ClickHouse, Prefect, AWS Lambda, API, Agile/Scrum, IoT, PhD, Computer Science, Python, Data Streaming, Spark, Kubernetes, Docker, Scala, Airflow, Git, CI/CD, PostgreSQL, Redshift, BigQuery	Senior Data Engineer sensorfact (NL) FULL TIME \| JOB LISTED Sensorfact’s Senior Data Engineer role reads like a battle plan for industrial IoT data: build real-time streams from raw sensor data, detect faults on the fly, and serve personalised guidance via a GraphQL API. The tech stack is heavy on AWS and stream processing: Kafka to ingest, Kafka Streams and Flink for processing, ClickHouse for time-series storage, with batch jobs in Prefect and on-demand services in Fargate and Lambda. Hasura provides the internal GraphQL surface. It’s a scale‑up with ABB backing, so rapid growth and a performance‑driven bonus culture aren’t mere slogans, but depend on keeping systems resilient as you scale. The role rewards mature Python engineering and JVM language chops, plus solid MLOps, CI/CD, and data modelling. What stands out: deep, realistic streaming pipelines, a pragmatic cloud playbook, and a role that’ll test you beyond toy datasets; what’s risky: breadth may demand breadth over depth. Generated content Technology used AWS Glue Analytics AI/ML MLOps Cloud Computing AWS Kafka Flink ClickHouse Prefect AWS Lambda API Agile/Scrum IoT PhD Computer Science Python Data Streaming Spark Kubernetes Docker Scala Airflow Git CI/CD PostgreSQL Redshift BigQuery Listed At 2025-12-25 2025-10-30 (original listing) Similar Jobs Loading... Permalink View original posting
data engineer Sr. Product Manager, Lakeflow @ databricks NL \| 2025-12-25 Databricks seeks a Product Manager for Lakeflow Jobs to own data-aware orchestration on a platform that supposedly handles hundreds of millions of workloads weekly with near-perfect reliability.... read more »	Databricks, AI/ML, ETL/ELT, BI, Data Streaming, Git, Computer Science, Management, Airflow, Dagster, Prefect, Spark, dbt, SQL, Python, Analytics, Data Lakehouse, Delta	Sr. Product Manager, Lakeflow databricks (NL) FULL TIME \| JOB LISTED Databricks seeks a Product Manager for Lakeflow Jobs to own data-aware orchestration on a platform that supposedly handles hundreds of millions of workloads weekly with near-perfect reliability. The role centers on evolving control-flow, authoring experiences, and observability to productionize workflows with practices like source control and code promotion. It’s a true cross-functional tilt: roadmapping with engineers, field teams, and customers, writing PRDs, release notes, and documentation, then chasing adoption and measurable success. Requirements tilt toward 5+ years PM, deep knowledge of orchestration tools (Airflow, Dagster, Prefect) and data pipelines (Spark, dbt, Lakeflow Pipelines), plus SQL and Python. The standout challenge is balancing broad platform ambitions with the machine-scale expectations of enterprise customers; the upside is shaping a premier data/AI runtime, not just riding hype. Generated content Technology used Databricks AI/ML ETL/ELT BI Data Streaming Git Computer Science Management Airflow Dagster Prefect Spark dbt SQL Python Analytics Data Lakehouse Delta Listed At 2025-12-25 2025-09-29 (original listing) Permalink View original posting
promoted The Fundamentals of Analytics Engineering The Fundamentals of Analytics Engineering gives a holistic understanding of the analytics engineering lifecycle by integrating principles from both data analysis and engineering. It's a book that teaches concepts and best practices, not just tools and technologies.	Learn More
analyst Marketing Data Analyst @ bol-com NL \| 2025-12-25 Bol's Avb Marketing Analytics seeks a Marketing Data Analyst to illuminate advertiser behavior, optimize campaigns, and build scalable data foundations for thousands of partners. The role centers... read more »	Marketing, Analytics, Git, SQL, dbt, Analytics Engineering, Data Engineering, Dashboard, BigQuery, Data Science, Airflow, CRM	Marketing Data Analyst bol-com (NL) FULL TIME \| JOB LISTED Bol's Avb Marketing Analytics seeks a Marketing Data Analyst to illuminate advertiser behavior, optimize campaigns, and build scalable data foundations for thousands of partners. The role centers on engagement at scale, robust data models, testing, governance and privacy compliance, with three focus areas: insights, data modeling, and performance attribution. The stack leans on SQL (BigQuery), Git, dbt, and dashboards (Tableau/Looker Studio), with Airflow as a plus and familiarity with marketing automation tools such as Selligent. It's as much about pragmatic delivery as elegant code—Clean Code, DRY and scalable pipelines matter. The biggest lure is scale: cross-functional collaboration with Marketing, Sales and Product, and real influence on outcomes rather than dashboards alone. Risks include ambiguity and rapid tech growth; opportunities to shape Bol's data-driven marketing at scale are real. Generated content Technology used Marketing Analytics Git SQL dbt Analytics Engineering Data Engineering Dashboard BigQuery Data Science Airflow CRM Listed At 2025-12-25 2025-11-11 (original listing) Similar Jobs Loading... Permalink View original posting
data engineer Data Engineering Principal @ metyis NL \| 2025-12-24 The role is a data engineer position at Metyis, focusing on building and maintaining data pipelines, managing data warehouses, and developing APIs. The job requires expertise in Python, Spark,... read more »	Big Data, Marketing, Go, Management, Analytics, Data Management, DataViz, API, Python, Spark, Azure, Cloud Computing, ETL/ELT, DWH, Data Vault, 3NF, GitHub, CI/CD, AWS Lambda, SQL, Data Governance, Databricks, Synapse, Data Analytics, Data Streaming, Airflow, Kubernetes, PySpark, Bash, Power BI, Computer Science	Data Engineering Principal metyis (NL) FULL TIME \| JOB LISTED The role is a data engineer position at Metyis, focusing on building and maintaining data pipelines, managing data warehouses, and developing APIs. The job requires expertise in Python, Spark, Azure, and data governance, with a strong emphasis on automation and technical excellence. The role is not just about technical skills but also about leading and collaborating in a diverse, international team. The position offers opportunities to influence client projects and contribute to product development, but the challenge lies in balancing technical rigor with the need for innovation and adaptability. The company emphasizes collaboration and inclusivity, but the role is not a traditional intermediary position. The salary range is not explicitly provided. Generated content Technology used Big Data Marketing Go Management Analytics Data Management DataViz API Python Spark Azure Cloud Computing ETL/ELT DWH Data Vault 3NF GitHub CI/CD AWS Lambda SQL Data Governance Databricks Synapse Data Analytics Data Streaming Airflow Kubernetes PySpark Bash Power BI Computer Science Listed At 2025-12-24 2025-06-11 (original listing) Similar Jobs Loading... Permalink View original posting
data scientist Data Scientist - QuantumBlack, AI by McKinsey @ quantumblack NL \| 2025-12-24 This role is a high-stakes, high-reward opportunity for a data engineer with a strong technical foundation. The position requires expertise in Python, PySpark, and cloud platforms, with a focus on... read more »	Analytics, R, AI/ML, Python, PySpark, SQL, Airflow, Databricks, Docker, Kubernetes, Cloud Computing, AWS, GCP, Azure, PhD, Computer Science, SPSS, SAS, Hadoop, Management	Data Scientist - QuantumBlack, AI by McKinsey quantumblack (NL) FULL TIME \| JOB LISTED This role is a high-stakes, high-reward opportunity for a data engineer with a strong technical foundation. The position requires expertise in Python, PySpark, and cloud platforms, with a focus on building scalable, production-ready systems. The company emphasizes continuous learning, mentorship, and global collaboration, which aligns with a data engineer’s goals. However, the role lacks clear metrics for performance evaluation and does not specify a salary range. It is an intermediary position, offering flexibility and growth potential. The job type is data engineer, and the tools and technologies mentioned include Python, PySpark, Databricks, Kedro, Airflow, Docker, Kubernetes, AWS, GCP, and Azure. Generated content Technology used Analytics R AI/ML Python PySpark SQL Airflow Databricks Docker Kubernetes Cloud Computing AWS GCP Azure PhD Computer Science SPSS SAS Hadoop Management Listed At 2025-12-24 2025-04-30 (original listing) Similar Jobs Loading... Permalink View original posting
data engineer Senior Core Data Engineer - Real Time @ flow-traders NL \| 2025-12-23 This role is a unique opportunity for a senior data engineer to lead real-time analytics at a fast-paced, innovative firm. The position requires expertise in building and maintaining low-latency... read more »	Analytics, Python, Linux, SQL, RDBMS, Git, ClickHouse, Airflow, Kafka, GCP, Dataproc, Pandas, Spark, Beam	Senior Core Data Engineer - Real Time flow-traders (NL) FULL TIME \| JOB LISTED This role is a unique opportunity for a senior data engineer to lead real-time analytics at a fast-paced, innovative firm. The position requires expertise in building and maintaining low-latency data pipelines, managing complex data architectures, and optimizing data extraction from diverse sources. The job emphasizes technical rigor, automation, and cross-team collaboration, but lacks clarity on compensation and specific technical details. While the responsibilities align with cutting-edge data engineering, the focus on generic tools like Airflow and GCP may limit innovation. The challenge lies in balancing stakeholder demands with data quality and systematizing manual processes. The opportunity is substantial for those skilled in real-time data engineering and distributed systems, but the role may not stand out for its lack of specific technical depth or salary details. Generated content Technology used Analytics Python Linux SQL RDBMS Git ClickHouse Airflow Kafka GCP Dataproc Pandas Spark Beam Listed At 2025-12-23 2025-08-18 (original listing) Similar Jobs Loading... Permalink View original posting
data engineer Core Data Engineer @ flow-traders NL \| 2025-12-23 Flow Traders is hunting a Core Data Engineer to own the end-to-end lifecycle of its most valuable data products—the Security Master, ETF compositions, high-resolution market data, and the trades,... read more »	Data Modelling, Python, Linux, SQL, Big Data, Airflow, Kafka, GCP, Dataproc, Pandas, Spark, Beam	Core Data Engineer flow-traders (NL) FULL TIME \| JOB LISTED Flow Traders is hunting a Core Data Engineer to own the end-to-end lifecycle of its most valuable data products—the Security Master, ETF compositions, high-resolution market data, and the trades, orders, quotes, and inquiries that power the business. The role promises genuine ownership: build and maintain pipelines, implement quality checks, refine a common data model, and onboard new data sources while collaborating across teams on data-centric architecture. What stands out: a platform-driven mandate with tangible impact on trading strategies, a mix of SQL/NoSQL, Python, and a heavy emphasis on Airflow, Kafka, and Google Cloud tooling. The negatives: the scope is broad and demanding, risk of endless automation debt, and governance overhead around licenses and access control; depth may come at the expense of time-to-delivery. Overall, it’s a real, heavy-hitting data-engineering role tuned for platform reliability rather than flashy ML hype. Generated content Technology used Data Modelling Python Linux SQL Big Data Airflow Kafka GCP Dataproc Pandas Spark Beam Listed At 2025-12-23 2025-11-11 (original listing) Similar Jobs Loading... Permalink View original posting
data engineer Full-Stack Data Engineer @ eneco NL \| 2025-12-23 \| € 82000 - 115000 / year A Senior Data Engineer role at Eneco involves architecting cloud-based data platforms and pipelines, working with diverse sources like smart meters and wind turbines to support Eneco's goal of CO₂... read more »	Data Engineering, Cloud Computing, AI/ML, ETL/ELT, Data Modelling, Data Governance, Data Quality, Git, CI/CD, Management, DevOps, Spark, Beam, Flink, Kafka, SQL, NoSQL, Databricks, Snowflake, dbt, Airflow, Kubernetes, Azure, Python, Power BI, Grafana	Full-Stack Data Engineer eneco (NL) FULL TIME \| JOB LISTED A Senior Data Engineer role at Eneco involves architecting cloud-based data platforms and pipelines, working with diverse sources like smart meters and wind turbines to support Eneco's goal of CO₂ neutrality by 2035. The role’s differentiator is the opportunity to guide complex technical challenges in a purpose-driven environment, though the risk remains that extensive experience is mandatory to avoid being overwhelmed by the task complexity. The position emphasizes collaboration and continuous learning in a data-centric culture, with a salary explicitly between €82,000 and €115,000 annually. Generated content Technology used Data Engineering Cloud Computing AI/ML ETL/ELT Data Modelling Data Governance Data Quality Git CI/CD Management DevOps Spark Beam Flink Kafka SQL NoSQL Databricks Snowflake dbt Airflow Kubernetes Azure Python Power BI Grafana Listed At 2025-12-23 2025-12-01 (original listing) Similar Jobs Loading... Permalink View original posting
data engineer Data Engineering Associate @ metyis NL \| 2025-12-22 Metyis offers a collaborative, multidisciplinary environment for a data engineer focused on building operational data platforms and supporting Big Data strategies. The role requires expertise in... read more »	Big Data, Marketing, BI, Analytics, ETL/ELT, Data Streaming, AI/ML, Agile/Scrum, Data Engineering, Data Analytics, DWH, Data Vault, 3NF, SQL, Azure, Databricks, Synapse, Airflow, Kubernetes, Python, PySpark, Bash, Git, CI/CD, Docker, Power BI, Computer Science	Data Engineering Associate metyis (NL) FULL TIME \| JOB LISTED Metyis offers a collaborative, multidisciplinary environment for a data engineer focused on building operational data platforms and supporting Big Data strategies. The role requires expertise in data engineering, ETL/ELT pipelines, data lakes, and cloud services like Azure. The job emphasizes technical proficiency in SQL, Python, and tools like Airflow and Kubernetes, with a focus on real-world problem-solving and mentorship. The position stands out for its hands-on experience with production-scale systems and its emphasis on continuous improvement, but lacks clarity on salary and intermediary status. Tools include Azure Data Factory, Databricks, Apache Airflow, Kubernetes, and Git. Generated content Technology used Big Data Marketing BI Analytics ETL/ELT Data Streaming AI/ML Agile/Scrum Data Engineering Data Analytics DWH Data Vault 3NF SQL Azure Databricks Synapse Airflow Kubernetes Python PySpark Bash Git CI/CD Docker Power BI Computer Science Listed At 2025-12-22 2025-06-09 (original listing) Similar Jobs Loading... Permalink View original posting
promoted O'Reilly: Building AI Agents with Model Context Protocol (MCP) Design and implement composable agent architectures using MCP. Understand the MCP architecture and how it enables AI applications to access external context. Build MCP servers that expose tools, resources, and prompts to LLMs.	Get Started
data engineer Data Engineer - QuantumBlack, AI by McKinsey @ quantumblack NL \| 2025-12-22 This role is a high-performance, high-reward opportunity for a data engineer seeking to grow as a leader in a global, diverse team. The position emphasizes continuous learning, mentorship, and... read more »	Analytics, AI/ML, Data Quality, R, Data Engineering, Agile/Scrum, C, Python, PySpark, SQL, Airflow, Databricks, Docker, Kubernetes, Cloud Computing, AWS, GCP, Azure, Computer Science, Scala, Pandas, NumPy, Matplotlib, Spark, DevOps, DataOps, MLOps, Management	Data Engineer - QuantumBlack, AI by McKinsey quantumblack (NL) FULL TIME \| JOB LISTED This role is a high-performance, high-reward opportunity for a data engineer seeking to grow as a leader in a global, diverse team. The position emphasizes continuous learning, mentorship, and real-world impact, with a focus on scalable data pipelines, secure environments, and AI-driven solutions. The tech stack includes Python, PySpark, Databricks, Kedro, and cloud platforms, reflecting a commitment to pragmatic, industry-aligned tools. The role is an intermediary position, offering growth through cross-functional collaboration with data scientists and industry experts. The salary range is not explicitly provided, and the job type is data engineer. Tools and technologies mentioned include Python, PySpark, Databricks, Kedro, Airflow, Docker, Kubernetes, AWS, GCP, and Azure. Generated content Technology used Analytics AI/ML Data Quality R Data Engineering Agile/Scrum C Python PySpark SQL Airflow Databricks Docker Kubernetes Cloud Computing AWS GCP Azure Computer Science Scala Pandas NumPy Matplotlib Spark DevOps DataOps MLOps Management Listed At 2025-12-22 2025-04-30 (original listing) Similar Jobs Loading... Permalink View original posting

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Data Engineer - Defensie Unit @ cgi-in-nederland

Data Scientist Short Term Trading @ eneco

Masthead Data

Fraud Analyst @ booking.com

AI Engineer (Full-Stack ML Developer) @ merkle

Senior Data Engineer @ sensorfact

Sr. Product Manager, Lakeflow @ databricks

The Fundamentals of Analytics Engineering

Marketing Data Analyst @ bol-com

Data Engineering Principal @ metyis

Data Scientist - QuantumBlack, AI by McKinsey @ quantumblack

Senior Core Data Engineer - Real Time @ flow-traders

Core Data Engineer @ flow-traders

Full-Stack Data Engineer @ eneco

Data Engineering Associate @ metyis

O'Reilly: Building AI Agents with Model Context Protocol (MCP)

Data Engineer - QuantumBlack, AI by McKinsey @ quantumblack