Period
to 23 April 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 23 April 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 > Edinburgh
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 130 109 -
Rank change year-on-year -21 - -
Contract jobs citing Apache Airflow 1 2 0
As % of all contract IT jobs advertised in Edinburgh 0.036% 0.11% -
As % of the Application Platforms category 0.24% 0.73% -
Number of daily rates quoted 1 2 0
Edinburgh median daily rate £500 £488 -
Median daily rate % change year-on-year +2.56% - -
Scotland median daily rate £500 £488 -
% change year-on-year +2.56% - -
Number of hourly rates quoted 0 0 0
Edinburgh 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 Edinburgh with a requirement for application platform skills.

All Application Platform Skills
Edinburgh
Contract vacancies with a requirement for application platform skills 413 273 626
As % of all contract IT jobs advertised in Edinburgh 14.72% 14.80% 21.53%
Number of daily rates quoted 251 163 353
Edinburgh median daily rate £400 £375 £400
Median daily rate % change year-on-year +6.67% -6.25% -
10th Percentile £203 £163 £263
90th Percentile £549 £500 £548
Scotland median daily rate £390 £350 £375
% change year-on-year +11.43% -6.67% -
Number of hourly rates quoted 4 2 3
Edinburgh median hourly rate £21.00 £19.18 £19.02
Median hourly rate % change year-on-year +9.49% +0.84% -44.06%
Scotland median hourly rate £20.00 £17.50 £36.00
% change year-on-year +14.29% -51.39% +60.00%

For the 6 months to 23 April 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 Edinburgh region with a requirement for Apache Airflow.

1 1 (100.00%) ITIL
1 1 (100.00%) ETL
1 1 (100.00%) Banking
1 1 (100.00%) TOGAF
1 1 (100.00%) Retail Banking
1 1 (100.00%) Degree
1 1 (100.00%) Data Architecture
1 1 (100.00%) Scala
1 1 (100.00%) Hadoop
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Apache Hive
1 1 (100.00%) Apache Cassandra
1 1 (100.00%) R
1 1 (100.00%) HBase
1 1 (100.00%) Cloudera
1 1 (100.00%) Kafka
1 1 (100.00%) Oozie
1 1 (100.00%) HDFS
1 1 (100.00%) Impala
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Apache Spark
1 1 (100.00%) Hadoop YARN
1 1 (100.00%) Data Ingestion
1 1 (100.00%) Data Lake

Apache Airflow
Co-occurring IT Skills in Edinburgh 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%) Amazon AWS
1 1 (100.00%) Amazon S3
Database & Business Intelligence
1 1 (100.00%) Apache Cassandra
1 1 (100.00%) Apache Hive
1 1 (100.00%) Data Lake
1 1 (100.00%) Hadoop
1 1 (100.00%) HBase
1 1 (100.00%) Impala
General
1 1 (100.00%) Banking
1 1 (100.00%) Retail Banking
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Data Architect
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
Miscellaneous
1 1 (100.00%) Analytical Skills
Processes & Methodologies
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Ingestion
1 1 (100.00%) ETL
1 1 (100.00%) ITIL
1 1 (100.00%) TOGAF
Programming Languages
1 1 (100.00%) R
1 1 (100.00%) Scala
Qualifications
1 1 (100.00%) Degree
System Software
1 1 (100.00%) HDFS
Systems Management
1 1 (100.00%) Hadoop YARN
1 1 (100.00%) Oozie
Vendors
1 1 (100.00%) Cloudera