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Let’s be honest, the data engineering world was already overflowing with workflow schedulers when Prefect sauntered in, promising to be more than just a scheduler. It arrived with a vision of data pipelines as code, embracing Python’s dynamic nature and a frankly admirable commitment to observability. The pitch? Move beyond brittle cron jobs and embrace a truly modern, developer-first approach.

In practice, it’s a bit more involved than simply “wiring things up in Python.” While the core concepts are elegantly simple, mastering Prefect requires a shift in thinking – embracing its task and flow definitions. It distinguishes itself from Airflow by leaning heavily into dynamic mapping and a more opinionated, Python-native experience. Today, it’s gaining traction among those tired of Airflow’s complexity and those building genuinely dynamic data workflows, though one suspects a significant portion of its user base are Python developers who just wanted an excuse to write more Python.

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Jobs in using Prefect for but please no

data engineer

Senior Consultant - Data (Data Engineering) @ slalom-consulting

SG | 2025-12-25
A senior data engineer role focusing on designing and operating production-grade data pipelines for Fortune 100 clients, with a notable emphasis on modern data platform best practices. The key... read more »
Analytics, Data Engineering, ETL/ELT, Analytics Engineering, Python, DevOps, CI/CD, Agile/Scrum, Data Modelling, AWS, Kubernetes, Snowflake, Databricks, Spark, Hive, Delta, Iceberg, Vector DB, Airflow, Dagster, Prefect, GitHub, Datadog
data engineer

Data Engineer - Singapore @ plaudai

SG | 2025-12-24
Plaud Inc. seeks a data professional to develop data pipelines, support data collection, and build datasets for AI evaluation, with a notable emphasis on data security practices. The role offers... read more »
AI/ML, GDPR/CCPA, Cyber Security, Analytics, Data Collection, Data Engineering, Analytics Engineering, SQL, Python, Go, Scala, ETL/ELT, Airflow, Prefect, Dagster, BigQuery, Snowflake, Redshift, Tableau, Looker, Superset, Data Modelling, Data Governance