Skill report · Data Engineering
Apache Airflow: demand in job postings
Apache Airflow is named in 3% of the 28,652 tech job postings Mettlespark read in the United States and Canada over the last 180 days (927 postings), most often for Data Engineer at 34%, Analytics Engineer at 19% and MLOps Engineer at 13%. When a posting names it, 61% list it as required.
From 28,652 postings in the United States and Canada, April 23, 2026 to October 20, 2026. Updated October 20, 2026. How we count
- Postings naming it
- 9273% of all postings
- Required when named
- 61%rather than nice to have
- Senior level or above
- 67%of the postings naming it
- Time to learn
- about 30 hoursfrom zero to job-ready, Mettlespark's estimate
Over time
Its share of postings has held steady since October 2023, comparing like with like.
The roles that ask for it most
The share of each role's postings that name Apache Airflow.
| Role | Share of the role's postings |
|---|---|
| Data Engineer | |
| Analytics Engineer | |
| MLOps Engineer | |
| Machine Learning Engineer | |
| Data Architect | |
| Data Scientist | |
| Product Analyst | |
| Platform Engineer |
Often asked for alongside
The share of postings naming Apache Airflow that also name each.
- Python86%
- ETL/ELT67%
- SQL66%
- AWS65%
- Machine Learning57%
- Apache Spark45%
Industries
Where the postings naming it come from.
- Banking & Financial Services12%
- Healthcare8%
- Retail & E-commerce5%
- Fintech & Payments5%
Learn first
What Mettlespark's learning plans put before Apache Airflow:
Quick answers
Is Apache Airflow in demand?
Apache Airflow is named in 3% of tech job postings in the United States and Canada over the last 180 days, 927 postings, and required in 61% of those. Its share of postings has held steady since October 2023, comparing like with like.
Which jobs ask for Apache Airflow?
Data Engineer, Analytics Engineer, MLOps Engineer and Machine Learning Engineer postings name it most often: 34% of Data Engineer postings, 19% of Analytics Engineer postings, 13% of MLOps Engineer postings.
What skills go with Apache Airflow?
Postings that name Apache Airflow most often also name Python, ETL/ELT, SQL and AWS.
What should I learn before Apache Airflow?
Mettlespark's learning plans put Python first.
How long does it take to learn Apache Airflow?
About 30 hours from zero to job-ready, by Mettlespark's estimate; less with the prerequisites already in hand.