Period
to 26 May 2020

The following table provides summary statistics for contract job vacancies advertised in London 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 26 May 2020 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
England > London
6 months to
26 May 2020
Same period 2019 Same period 2018
Rank 379 467 587
Rank change year-on-year +88 +120 -6
Contract jobs citing Apache Airflow 44 136 56
As % of all contract jobs advertised in London 0.22% 0.34% 0.12%
As % of the Application Platforms category 1.47% 2.12% 0.70%
Number of daily rates quoted 29 119 32
Median daily rate £500 £525 £475
Median daily rate % change year-on-year -4.76% +10.53% -
10th Percentile £413 £485 £425
90th Percentile £690 £675 £623
England median daily rate £500 £525 £475
% change year-on-year -4.76% +10.53% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
England median hourly rate - £57.50 -

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 3,003 6,410 7,944
As % of all contract IT jobs advertised in London 15.31% 15.95% 17.28%
Number of daily rates quoted 1,969 4,434 5,674
Median daily rate £500 £525 £500
Median daily rate % change year-on-year -4.76% +5.00% +5.26%
10th Percentile £313 £313 £300
90th Percentile £700 £675 £650
England median daily rate £475 £475 £460
% change year-on-year - +3.26% +6.98%
Number of hourly rates quoted 39 43 78
Median hourly rate £35.00 £34.51 £20.88
Median hourly rate % change year-on-year +1.42% +65.32% -5.11%
10th Percentile £15.00 £18.53 £13.25
90th Percentile £52.90 £56.00 £54.88
Median hourly rate £22.25 £18.60 £19.28
% change year-on-year +19.62% -3.51% -1.86%

Apache Airflow
Job Vacancy Trend in London

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

Job vacancy trend for Apache Airflow in London

Apache Airflow
Contractor Daily Rate Trend in London

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

Daily rate trend for Apache Airflow in London

Apache Airflow
Daily Rate Histogram in London

Daily rate distribution for jobs citing Apache Airflow in London over the 6 months to 26 May 2020.

Daily rate histogram for Apache Airflow in London

Apache Airflow
Contract Job Locations in London

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 London region over the 6 months to 26 May 2020. 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
Job
Vacancies
Central London +55 9 £550 +4.76%
East London +50 5 £498 -0.50%
West London +54 3 - -
Apache Airflow
England

For the 6 months to 26 May 2020, 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 London region with a requirement for Apache Airflow.

1 23 (52.27%) GCP
1 23 (52.27%) Python
1 23 (52.27%) Big Data
2 22 (50.00%) Apache Spark
3 20 (45.45%) SQL
3 20 (45.45%) Apache
4 17 (38.64%) Agile Software Development
5 16 (36.36%) Docker
5 16 (36.36%) Kubernetes
5 16 (36.36%) BigQuery
6 15 (34.09%) PySpark
6 15 (34.09%) Data Science
7 14 (31.82%) AWS
7 14 (31.82%) Google
8 13 (29.55%) Kafka
8 13 (29.55%) Apache Beam
9 12 (27.27%) Jenkins
9 12 (27.27%) MongoDB
9 12 (27.27%) Hadoop
9 12 (27.27%) Java
10 11 (25.00%) Banking
10 11 (25.00%) Apache Cassandra
10 11 (25.00%) Bigtable
10 11 (25.00%) Data Engineering
11 10 (22.73%) SQL Server
11 10 (22.73%) Data Warehouse
11 10 (22.73%) Business Intelligence
12 9 (20.45%) Machine Learning
13 8 (18.18%) Data Visualisation
13 8 (18.18%) Visualisation

Apache Airflow
Co-occurring IT Skills in London 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 22 (50.00%) Apache Spark
2 20 (45.45%) Apache
3 5 (11.36%) Jupyter
4 3 (6.82%) Apache Pig
4 3 (6.82%) Apache Pulsar
4 3 (6.82%) Oracle Workflow
5 1 (2.27%) nginx
5 1 (2.27%) SAS
Cloud Services
1 23 (52.27%) GCP
2 14 (31.82%) AWS
3 6 (13.64%) GitHub
4 5 (11.36%) Azure
5 3 (6.82%) Amazon Kinesis
5 3 (6.82%) Power Platform
6 2 (4.55%) Amazon EC2
6 2 (4.55%) Amazon S3
6 2 (4.55%) AWS CloudTrail
6 2 (4.55%) AWS Lambda
6 2 (4.55%) Serverless
6 2 (4.55%) Virtual Private Cloud
7 1 (2.27%) Amazon EMR
7 1 (2.27%) Azure Stack
7 1 (2.27%) IaaS
7 1 (2.27%) Stackdriver
Communications & Networking
1 3 (6.82%) DNS
1 3 (6.82%) HTTP
Database & Business Intelligence
1 23 (52.27%) Big Data
2 16 (36.36%) BigQuery
3 12 (27.27%) Hadoop
3 12 (27.27%) MongoDB
4 11 (25.00%) Apache Cassandra
4 11 (25.00%) Bigtable
5 10 (22.73%) Data Warehouse
5 10 (22.73%) SQL Server
6 7 (15.91%) Cloud Spanner
7 6 (13.64%) Apache Hive
7 6 (13.64%) HBase
7 6 (13.64%) NoSQL
8 4 (9.09%) Amazon RDS
8 4 (9.09%) Relational Database
9 3 (6.82%) Amazon Athena
9 3 (6.82%) Amazon Aurora
9 3 (6.82%) Oracle Reports
9 3 (6.82%) Power BI
9 3 (6.82%) Presto
9 3 (6.82%) SQL Server Analysis Services
Development Applications
1 12 (27.27%) Jenkins
2 6 (13.64%) Git (software)
3 4 (9.09%) Maven
4 3 (6.82%) Bitbucket
4 3 (6.82%) JIRA
5 2 (4.55%) Octopus Deploy
6 1 (2.27%) Cucumber
6 1 (2.27%) GitLab
6 1 (2.27%) JUnit
6 1 (2.27%) Sonatype Nexus
General
1 11 (25.00%) Banking
2 7 (15.91%) Telecoms
3 3 (6.82%) Finance
3 3 (6.82%) Legal
4 1 (2.27%) Retail
Job Titles
1 25 (56.82%) Data Engineer
2 10 (22.73%) Big Data Engineer
3 7 (15.91%) Machine Learning Engineer
4 5 (11.36%) Python Engineer
5 4 (9.09%) Architect
5 4 (9.09%) Data Architect
5 4 (9.09%) Developer
6 3 (6.82%) Hadoop Engineer
7 2 (4.55%) Consultant
7 2 (4.55%) Front End Developer (Client-Side Developer)
8 1 (2.27%) Analyst
8 1 (2.27%) Big Data Developer
8 1 (2.27%) Business Analyst
8 1 (2.27%) Business Intelligence Analyst
8 1 (2.27%) Business Intelligence Business Analyst
8 1 (2.27%) Cloud Developer
8 1 (2.27%) Data Analyst
8 1 (2.27%) Java Engineer
8 1 (2.27%) Scala Developer
8 1 (2.27%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 15 (34.09%) PySpark
2 13 (29.55%) Apache Beam
2 13 (29.55%) Kafka
3 8 (18.18%) Spark Streaming
4 7 (15.91%) TensorFlow
5 4 (9.09%) Apache NiFi
6 3 (6.82%) ggplot2
6 3 (6.82%) Matplotlib
6 3 (6.82%) RESTful
6 3 (6.82%) Seaborn
7 2 (4.55%) Swagger
7 2 (4.55%) Web Services
8 1 (2.27%) CSS
8 1 (2.27%) Django
8 1 (2.27%) HTML
8 1 (2.27%) HTML5
8 1 (2.27%) Node.js
8 1 (2.27%) React
Miscellaneous
1 7 (15.91%) Analytical Skills
2 5 (11.36%) Algorithms
3 3 (6.82%) Management Information System
4 1 (2.27%) Hedge funds
4 1 (2.27%) Public Cloud
4 1 (2.27%) Video\Live Streaming
Operating Systems
1 3 (6.82%) Linux
2 2 (4.55%) Unix
Processes & Methodologies
1 17 (38.64%) Agile Software Development
2 15 (34.09%) Data Science
3 11 (25.00%) Data Engineering
4 10 (22.73%) Business Intelligence
5 9 (20.45%) Machine Learning
6 8 (18.18%) Data Visualisation
6 8 (18.18%) ETL
6 8 (18.18%) Visualisation
7 7 (15.91%) Analytics
7 7 (15.91%) Scrum
8 6 (13.64%) Data Analysis
9 5 (11.36%) Continuous Integration
9 5 (11.36%) Data Integration
9 5 (11.36%) Data Modelling
9 5 (11.36%) Migration
10 4 (9.09%) BDD
10 4 (9.09%) Data Cleansing
10 4 (9.09%) Data Validation
10 4 (9.09%) TDD
10 4 (9.09%) Workflow
Programming Languages
1 23 (52.27%) Python
2 20 (45.45%) SQL
3 12 (27.27%) Java
4 6 (13.64%) Bash Shell
4 6 (13.64%) T-SQL
5 5 (11.36%) CQL
5 5 (11.36%) PL/SQL
5 5 (11.36%) R
6 3 (6.82%) Scala
7 1 (2.27%) Go
7 1 (2.27%) JavaScript
Quality Assurance & Compliance
1 3 (6.82%) QA
2 1 (2.27%) Data Quality
System Software
1 16 (36.36%) Docker
2 4 (9.09%) HDFS
3 3 (6.82%) Apache Flume
Systems Management
1 16 (36.36%) Kubernetes
2 8 (18.18%) Terraform
3 3 (6.82%) Grafana
4 1 (2.27%) Hadoop YARN
4 1 (2.27%) Opscode Chef
Vendors
1 14 (31.82%) Google
2 8 (18.18%) Oracle
3 7 (15.91%) Confluent
3 7 (15.91%) Tableau
4 5 (11.36%) Sybase
5 3 (6.82%) Birst
6 1 (2.27%) Cloudera
6 1 (2.27%) Databricks
6 1 (2.27%) EXASOL
6 1 (2.27%) Hortonworks
6 1 (2.27%) Microsoft
6 1 (2.27%) Okta
6 1 (2.27%) StreamSets