Period
to 16 November 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Apache Airflow skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Airflow over the 6 months to 16 November 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Airflow
Scotland > Glasgow
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 116 91 -
Rank change year-on-year -25 - -
Contract jobs citing Apache Airflow 1 2 0
As % of all contract IT jobs advertised in Glasgow 0.059% 0.15% -
As % of the Application Platforms category 0.41% 0.89% -
Number of daily rates quoted 1 0 0
Glasgow median daily rate £338 - -
Scotland median daily rate £350 - -
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

Apache Airflow is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for application platform skills.

All Application Platform Skills
Glasgow
Contract vacancies with a requirement for application platform skills 241 224 198
As % of all contract IT jobs advertised in Glasgow 14.15% 17.10% 17.49%
Number of daily rates quoted 118 123 105
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% +14.66%
10th Percentile £208 £223 £223
90th Percentile £538 £548 £452
Scotland median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% -1.75%
Number of hourly rates quoted 3 3 2
Glasgow median hourly rate £15.40 £20.00 £21.00
Median hourly rate % change year-on-year -23.00% -4.76% -16.00%
10th Percentile £13.48 £15.93 £19.50
90th Percentile £30.08 £24.10 £22.50
Scotland median hourly rate £17.25 £20.50 £21.00
% change year-on-year -15.85% -2.38% -16.00%

For the 6 months to 16 November 2018, IT contractor jobs citing Apache Airflow also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Apache Airflow.

1 1 (100.00%) C#
1 1 (100.00%) C++
1 1 (100.00%) Java
1 1 (100.00%) SQL
1 1 (100.00%) OO
1 1 (100.00%) Python
1 1 (100.00%) Data Modelling
1 1 (100.00%) Workflow
1 1 (100.00%) SQL Server Reporting Services
1 1 (100.00%) Workflow Management
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) SQL Server Analysis Services
1 1 (100.00%) Hadoop
1 1 (100.00%) Microsoft Azure
1 1 (100.00%) NoSQL
1 1 (100.00%) Tableau
1 1 (100.00%) Machine Learning
1 1 (100.00%) Big Data
1 1 (100.00%) Kafka
1 1 (100.00%) Analytics
1 1 (100.00%) Relational Database
1 1 (100.00%) HDFS
1 1 (100.00%) Azkaban
1 1 (100.00%) Apache Spark
1 1 (100.00%) HDInsight
1 1 (100.00%) Spark Streaming
1 1 (100.00%) Power BI
1 1 (100.00%) Data Lake

Apache Airflow
Co-occurring IT Skills in Glasgow by Category

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

Application Platforms
1 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) Microsoft Azure
Database & Business Intelligence
1 1 (100.00%) Azkaban
1 1 (100.00%) Big Data
1 1 (100.00%) Data Lake
1 1 (100.00%) Hadoop
1 1 (100.00%) HDInsight
1 1 (100.00%) NoSQL
1 1 (100.00%) Power BI
1 1 (100.00%) Relational Database
1 1 (100.00%) SQL Server Analysis Services
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) SQL Server Reporting Services
Job Titles
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
1 1 (100.00%) Spark Streaming
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Data Modelling
1 1 (100.00%) Machine Learning
1 1 (100.00%) OO
1 1 (100.00%) Workflow
1 1 (100.00%) Workflow Management
Programming Languages
1 1 (100.00%) C#
1 1 (100.00%) C++
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) SQL
System Software
1 1 (100.00%) HDFS
Vendors
1 1 (100.00%) Tableau