Period
to 17 August 2018

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 17 August 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
England > London
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 564 591 -
Rank change year-on-year +27 - -
Contract jobs citing Apache Airflow 65 15 0
As % of all contract IT jobs advertised in London 0.14% 0.035% -
As % of the Application Platforms category 0.81% 0.20% -
Number of daily rates quoted 53 13 0
London median daily rate £525 £475 -
Median daily rate % change year-on-year +10.53% - -
England median daily rate £525 £475 -
% change year-on-year +10.53% - -
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - £19.30 -

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 8,013 7,483 8,579
As % of all contract IT jobs advertised in London 17.47% 17.51% 18.96%
Number of daily rates quoted 5,649 5,243 6,060
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +9.09%
10th Percentile £300 £300 £281
90th Percentile £650 £638 £619
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +7.59%
Number of hourly rates quoted 97 94 94
London median hourly rate £21.50 £19.25 £17.56
Median hourly rate % change year-on-year +11.69% +9.62% -8.78%
10th Percentile £13.90 £12.75 £11.25
90th Percentile £57.50 £47.83 £43.05
England median hourly rate £21.00 £20.75 £20.00
% change year-on-year +1.20% +3.75% +1.27%

Apache Airflow
Job Vacancy Trend in London

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

Job vacancy trend for Apache Airflow in London

Apache Airflow
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Airflow in London.

Contractor daily rate trend for Apache Airflow in London

Apache Airflow
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Airflow in London over the 6 months to 17 August 2018.

Contractor 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 17 August 2018. 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 -21 17 £550 +10.00% 5
East London - 1 £413 -
Apache Airflow
England

For the 6 months to 17 August 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 London region with a requirement for Apache Airflow.

1 60 (92.31%) Python
2 45 (69.23%) Amazon AWS
2 45 (69.23%) Apache Spark
3 39 (60.00%) SQL
4 37 (56.92%) Google Cloud Platform
5 36 (55.38%) Agile Software Development
6 30 (46.15%) Apache
7 26 (40.00%) GCP
8 25 (38.46%) Google
9 24 (36.92%) BigQuery
9 24 (36.92%) Continuous Integration
10 23 (35.38%) Big Data
11 22 (33.85%) Business Intelligence
12 20 (30.77%) NoSQL
13 19 (29.23%) Java
13 19 (29.23%) Amazon Redshift
14 18 (27.69%) Docker
14 18 (27.69%) Scala
15 16 (24.62%) BDD
15 16 (24.62%) ETL
15 16 (24.62%) TDD
15 16 (24.62%) Analytics
16 14 (21.54%) DevOps
17 13 (20.00%) Oracle
17 13 (20.00%) Microsoft Azure
18 12 (18.46%) Data Science
19 11 (16.92%) Amazon EMR
19 11 (16.92%) Kanban
19 11 (16.92%) Data Warehouse
19 11 (16.92%) E-Commerce

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 45 (69.23%) Apache Spark
2 30 (46.15%) Apache
3 7 (10.77%) Luigi
4 2 (3.08%) Elasticsearch
4 2 (3.08%) nginx
5 1 (1.54%) Gunicorn
5 1 (1.54%) Jupyter
5 1 (1.54%) Tomcat
Applications
1 5 (7.69%) SPSS
2 1 (1.54%) Microsoft Excel
Cloud Services
1 45 (69.23%) Amazon AWS
2 37 (56.92%) Google Cloud Platform
3 13 (20.00%) Microsoft Azure
4 11 (16.92%) Amazon EMR
5 3 (4.62%) Amazon EC2
6 2 (3.08%) Amazon S3
6 2 (3.08%) GitHub
7 1 (1.54%) AWS Data Pipeline
7 1 (1.54%) PaaS
7 1 (1.54%) Virtual Private Cloud
Communications & Networking
1 3 (4.62%) Firewall
2 2 (3.08%) SSH
3 1 (1.54%) Kerberos
Database & Business Intelligence
1 24 (36.92%) BigQuery
2 23 (35.38%) Big Data
3 20 (30.77%) NoSQL
4 19 (29.23%) Amazon Redshift
5 11 (16.92%) Data Warehouse
6 9 (13.85%) Spark SQL
7 8 (12.31%) Oracle Database
7 8 (12.31%) Oracle Database 11g
7 8 (12.31%) Oracle Database 12c
8 6 (9.23%) Apache Hive
8 6 (9.23%) Hadoop
8 6 (9.23%) MySQL
9 5 (7.69%) Oracle BI EE
9 5 (7.69%) Oracle ODI
9 5 (7.69%) Power BI
10 4 (6.15%) PostgreSQL
11 3 (4.62%) MongoDB
11 3 (4.62%) Redis
12 2 (3.08%) Amazon RDS
13 1 (1.54%) Relational Database
Development Applications
1 9 (13.85%) JIRA
2 8 (12.31%) Oracle APEX
3 4 (6.15%) ProC
4 3 (4.62%) Git (software)
5 2 (3.08%) Jenkins
6 1 (1.54%) Subversion
General
1 10 (15.38%) Retail
2 8 (12.31%) Telecoms
3 6 (9.23%) Marketing
4 2 (3.08%) Finance
5 1 (1.54%) Games
Job Titles
1 25 (38.46%) Data Engineer
2 21 (32.31%) Developer
3 18 (27.69%) Python Developer
4 15 (23.08%) Senior Data Engineer
5 10 (15.38%) Business Intelligence Developer
5 10 (15.38%) Python Engineer
6 9 (13.85%) Apache Spark Developer
7 8 (12.31%) Business Developer
7 8 (12.31%) E-Commerce Engineer
8 5 (7.69%) Python Software Engineer
8 5 (7.69%) Senior Developer
8 5 (7.69%) Senior Python Developer
8 5 (7.69%) Software Engineer
9 4 (6.15%) Cloud Engineer
10 3 (4.62%) Analyst
10 3 (4.62%) DevOps Engineer
10 3 (4.62%) Senior Cloud Engineer
10 3 (4.62%) Senior Software Engineer
11 2 (3.08%) Machine Learning Engineer
11 2 (3.08%) Product Analyst
Libraries, Frameworks & Software Standards
1 9 (13.85%) Kafka
1 9 (13.85%) Spark Streaming
2 3 (4.62%) Django
2 3 (4.62%) Flask
2 3 (4.62%) Pandas
2 3 (4.62%) RabbitMQ
3 2 (3.08%) Celery
3 2 (3.08%) Node.js
3 2 (3.08%) NumPy
3 2 (3.08%) PySpark
3 2 (3.08%) React
3 2 (3.08%) Sass
3 2 (3.08%) scikit-learn
3 2 (3.08%) SciPy
4 1 (1.54%) Angular 2
4 1 (1.54%) AngularJS
4 1 (1.54%) ASP.NET MVC
4 1 (1.54%) GraphQL
4 1 (1.54%) LEMP Stack
4 1 (1.54%) Sensu
Miscellaneous
1 9 (13.85%) Computer Science
2 6 (9.23%) Algorithms
3 3 (4.62%) Linux Command Line
4 2 (3.08%) Analytical Skills
5 1 (1.54%) Data Centre
5 1 (1.54%) Data Structures
5 1 (1.54%) Fintech
5 1 (1.54%) Infotainment
5 1 (1.54%) Mobile App
Operating Systems
1 8 (12.31%) Unix
2 5 (7.69%) Linux
3 1 (1.54%) MVS
3 1 (1.54%) Red Hat Enterprise Linux
3 1 (1.54%) Ubuntu
3 1 (1.54%) Windows
3 1 (1.54%) Windows 10
3 1 (1.54%) Windows Server
Processes & Methodologies
1 36 (55.38%) Agile Software Development
2 24 (36.92%) Continuous Integration
3 22 (33.85%) Business Intelligence
4 16 (24.62%) Analytics
4 16 (24.62%) BDD
4 16 (24.62%) ETL
4 16 (24.62%) TDD
5 14 (21.54%) DevOps
6 12 (18.46%) Data Science
7 11 (16.92%) E-Commerce
7 11 (16.92%) Kanban
7 11 (16.92%) Pair Programming
7 11 (16.92%) Scrum
8 9 (13.85%) OOP
9 7 (10.77%) Software Engineering
9 7 (10.77%) Visualisation
10 6 (9.23%) Continuous Delivery
10 6 (9.23%) Problem-Solving
10 6 (9.23%) Stakeholder Management
10 6 (9.23%) Workflow
Programming Languages
1 60 (92.31%) Python
2 39 (60.00%) SQL
3 19 (29.23%) Java
4 18 (27.69%) Scala
5 8 (12.31%) Shell Script
6 5 (7.69%) C
6 5 (7.69%) PL/SQL
7 3 (4.62%) Ruby
8 1 (1.54%) Bash Shell
8 1 (1.54%) C#
8 1 (1.54%) C++
8 1 (1.54%) JavaScript
8 1 (1.54%) Perl
8 1 (1.54%) VBA
Qualifications
1 6 (9.23%) Degree
2 4 (6.15%) Master's Degree
3 1 (1.54%) Computer Science Degree
3 1 (1.54%) Numerate Degree
Quality Assurance & Compliance
1 26 (40.00%) GCP
2 2 (3.08%) QA
3 1 (1.54%) GDPR
System Software
1 18 (27.69%) Docker
2 1 (1.54%) HDFS
2 1 (1.54%) Virtual Machines
Systems Management
1 8 (12.31%) Oozie
2 7 (10.77%) Kubernetes
3 5 (7.69%) Ansible
4 4 (6.15%) Terraform
5 1 (1.54%) Packer
Vendors
1 25 (38.46%) Google
2 13 (20.00%) Oracle
3 5 (7.69%) Talend
4 3 (4.62%) Tableau
5 1 (1.54%) Cloudera
5 1 (1.54%) Microsoft
5 1 (1.54%) Optimizely
5 1 (1.54%) Salesforce.com
5 1 (1.54%) SaltStack
5 1 (1.54%) Snowplow