Apache Airflow Contracts in Scotland

Apache Airflow
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Apache Airflow skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Apache Airflow over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 107 110 157
Rank change year-on-year +3 +47 +6
Contract jobs citing Apache Airflow 9 19 6
As % of all contract jobs advertised in Scotland 0.55% 0.86% 0.21%
As % of the Application Platforms category 4.17% 5.69% 1.90%
Number of daily rates quoted 2 17 4
10th Percentile £327 £437 £501
25th Percentile £348 £450 £502
Median daily rate (50th Percentile) £394 £460 £615
Median % change year-on-year -14.40% -25.20% +15.49%
75th Percentile £436 £500 £738
90th Percentile £456 £520 -
UK median daily rate £675 £720 £575
% change year-on-year -6.25% +25.22% -4.17%

All Application Platform Skills
Scotland

Apache Airflow falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring application platform skills in Scotland.

Contract vacancies with a requirement for application platform skills 216 334 316
As % of all contract IT jobs advertised in Scotland 13.29% 15.07% 11.04%
Number of daily rates quoted 136 203 230
10th Percentile £222 £219 £181
25th Percentile £313 £350 £329
Median daily rate (50th Percentile) £400 £453 £436
Median % change year-on-year -11.70% +3.90% -3.11%
75th Percentile £500 £588 £525
90th Percentile £575 £700 £650
UK median daily rate £500 £500 £513
% change year-on-year - -2.44% -0.87%
Number of hourly rates quoted 8 9 3
10th Percentile £21.84 £15.36 £17.83
25th Percentile £22.50 £15.42 £17.99
Median hourly rate £24.09 £17.00 £18.50
Median % change year-on-year +41.71% -8.11% +5.71%
75th Percentile £27.91 £17.50 £36.25
90th Percentile £28.38 £24.93 £46.75
UK median hourly rate £41.00 £27.52 £40.00
% change year-on-year +49.01% -31.21% +81.82%

Apache Airflow
Job Vacancy Trend in Scotland

Job postings citing Apache Airflow as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Apache Airflow in Scotland

Apache Airflow
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Apache Airflow in Scotland.

Daily rate trend for Apache Airflow in Scotland

Apache Airflow
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Apache Airflow in Scotland over the 6 months to 1 May 2025.

Daily rate histogram for Apache Airflow in Scotland

Apache Airflow
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Airflow within the Scotland region over the 6 months to 1 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +10 8 £463 -23.87% 4
Glasgow -12 1 £325 -28.26% 4
Apache Airflow
UK

Apache Airflow
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (22.22%) Apache
1 2 (22.22%) Apache Spark
Cloud Services
1 7 (77.78%) Snowflake
2 6 (66.67%) AWS
3 5 (55.56%) Amazon S3
4 3 (33.33%) Amazon EMR
4 3 (33.33%) Azure
4 3 (33.33%) GCP
5 1 (11.11%) Amazon EC2
5 1 (11.11%) Amazon EKS
5 1 (11.11%) AWS CodePipeline
5 1 (11.11%) AWS Lambda
5 1 (11.11%) Serverless
Database & Business Intelligence
1 4 (44.44%) Data Warehouse
2 3 (33.33%) Amazon Athena
2 3 (33.33%) Hadoop
2 3 (33.33%) PostgreSQL
3 2 (22.22%) Amazon RDS
3 2 (22.22%) Apache Hive
3 2 (22.22%) Big Data
3 2 (22.22%) PowerCenter
3 2 (22.22%) SQL Server
4 1 (11.11%) Amazon Redshift
4 1 (11.11%) Data Lake
4 1 (11.11%) Delta Lake
4 1 (11.11%) MongoDB
4 1 (11.11%) Relational Database
Development Applications
1 6 (66.67%) GitLab
2 1 (11.11%) Git
2 1 (11.11%) Jenkins
2 1 (11.11%) JIRA
2 1 (11.11%) JMeter
2 1 (11.11%) Selenium
2 1 (11.11%) Zephyr
General
1 5 (55.56%) Banking
1 5 (55.56%) Finance
2 3 (33.33%) Social Skills
3 1 (11.11%) Retail
Job Titles
1 6 (66.67%) Data Engineer
2 2 (22.22%) Test Specialist
3 1 (11.11%) Analyst
3 1 (11.11%) AWS Data Engineer
3 1 (11.11%) AWS Engineer
3 1 (11.11%) Data Analyst
3 1 (11.11%) Open Source Engineer
3 1 (11.11%) Python Data Engineer
3 1 (11.11%) Python Engineer
3 1 (11.11%) Senior
3 1 (11.11%) Senior Data Engineer
3 1 (11.11%) Snowflake Data Engineer
3 1 (11.11%) Snowflake Engineer
3 1 (11.11%) Test Automation Specialist
3 1 (11.11%) Test Manager
Libraries, Frameworks & Software Standards
1 2 (22.22%) PySpark
2 1 (11.11%) Great Expectations
2 1 (11.11%) Kafka
2 1 (11.11%) Pandas
Miscellaneous
1 2 (22.22%) Legacy Systems
1 2 (22.22%) Mobile App
2 1 (11.11%) Data Protection Act
2 1 (11.11%) Public Cloud
Processes & Methodologies
1 6 (66.67%) ETL
2 4 (44.44%) Analytics
2 4 (44.44%) CI/CD
2 4 (44.44%) Data Governance
2 4 (44.44%) Data Pipeline
3 3 (33.33%) Data Migration
3 3 (33.33%) Decision-Making
3 3 (33.33%) Migration
3 3 (33.33%) Problem-Solving
3 3 (33.33%) Test Automation
4 2 (22.22%) Collaborative Working
4 2 (22.22%) Continuous Integration
4 2 (22.22%) Customer Acquisition
4 2 (22.22%) Data Analysis
4 2 (22.22%) Data Engineering
4 2 (22.22%) Data Integration
4 2 (22.22%) Data Modelling
4 2 (22.22%) Performance Tuning
4 2 (22.22%) Predictive Modelling
4 2 (22.22%) Validation
Programming Languages
1 7 (77.78%) SQL
2 3 (33.33%) Python
3 2 (22.22%) T-SQL
4 1 (11.11%) Groovy
Qualifications
1 1 (11.11%) Computer Science Degree
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 3 (33.33%) Data Quality
2 1 (11.11%) QA
System Software
1 1 (11.11%) Docker
Systems Management
1 1 (11.11%) Grafana
Vendors
1 4 (44.44%) Informatica
2 2 (22.22%) IBM
2 2 (22.22%) StreamSets
2 2 (22.22%) Teradata
3 1 (11.11%) Confluent
3 1 (11.11%) Google
3 1 (11.11%) TSYS