Period
to 19 October 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 19 October 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
19 Oct 2018
Same period 2017 Same period 2016
Rank 569 605 -
Rank change year-on-year +36 - -
Contract jobs citing Apache Airflow 57 15 0
As % of all contract IT jobs advertised in London 0.12% 0.033% -
As % of the Application Platforms category 0.71% 0.19% -
Number of daily rates quoted 48 14 0
London median daily rate £575 £481 -
Median daily rate % change year-on-year +19.48% - -
England median daily rate £575 £481 -
% change year-on-year +19.48% - -
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 8,000 7,760 8,776
As % of all contract IT jobs advertised in London 17.35% 17.23% 19.65%
Number of daily rates quoted 5,648 5,510 6,121
London median daily rate £500 £488 £450
Median daily rate % change year-on-year +2.56% +8.33% +5.88%
10th Percentile £300 £300 £275
90th Percentile £675 £638 £619
England median daily rate £464 £450 £425
% change year-on-year +3.00% +5.88% +6.25%
Number of hourly rates quoted 98 100 114
London median hourly rate £22.00 £20.22 £17.30
Median hourly rate % change year-on-year +8.82% +16.86% -13.50%
10th Percentile £13.00 £12.00 £11.25
90th Percentile £62.00 £47.83 £53.01
England median hourly rate £21.50 £20.96 £20.00
% change year-on-year +2.60% +4.78% +5.26%

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 19 October 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 19 October 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 -12 20 £550 +11.39% 2
East London - 1 £413 -
Apache Airflow
England

For the 6 months to 19 October 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 55 (96.49%) Python
2 37 (64.91%) Apache Spark
3 35 (61.40%) Amazon AWS
4 26 (45.61%) Agile Software Development
5 25 (43.86%) SQL
6 23 (40.35%) Continuous Integration
7 22 (38.60%) Google Cloud Platform
8 21 (36.84%) Apache
9 20 (35.09%) TDD
9 20 (35.09%) BDD
9 20 (35.09%) Big Data
10 19 (33.33%) Docker
10 19 (33.33%) BigQuery
11 18 (31.58%) Amazon Redshift
11 18 (31.58%) NoSQL
12 16 (28.07%) Analytics
13 14 (24.56%) Google
13 14 (24.56%) Scala
14 13 (22.81%) Microsoft Azure
14 13 (22.81%) E-Commerce
15 12 (21.05%) Data Science
15 12 (21.05%) ETL
15 12 (21.05%) Computer Science
16 11 (19.30%) Kanban
16 11 (19.30%) Java
16 11 (19.30%) Scrum
16 11 (19.30%) Pair Programming
16 11 (19.30%) DevOps
17 10 (17.54%) Retail
17 10 (17.54%) Business Intelligence

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 37 (64.91%) Apache Spark
2 21 (36.84%) Apache
3 8 (14.04%) Luigi
4 2 (3.51%) Elasticsearch
5 1 (1.75%) Gunicorn
5 1 (1.75%) Jupyter
5 1 (1.75%) nginx
Applications
1 1 (1.75%) SPSS
Cloud Services
1 35 (61.40%) Amazon AWS
2 22 (38.60%) Google Cloud Platform
3 13 (22.81%) Microsoft Azure
4 3 (5.26%) Amazon EC2
4 3 (5.26%) Amazon S3
5 2 (3.51%) Amazon EMR
6 1 (1.75%) AWS Data Pipeline
6 1 (1.75%) GitHub
6 1 (1.75%) Virtual Private Cloud
Communications & Networking
1 3 (5.26%) Firewall
2 1 (1.75%) SSH
Database & Business Intelligence
1 20 (35.09%) Big Data
2 19 (33.33%) BigQuery
3 18 (31.58%) Amazon Redshift
3 18 (31.58%) NoSQL
4 8 (14.04%) Hadoop
5 7 (12.28%) Apache Hive
6 4 (7.02%) Data Warehouse
6 4 (7.02%) PostgreSQL
7 2 (3.51%) MongoDB
7 2 (3.51%) MySQL
7 2 (3.51%) Redis
8 1 (1.75%) Amazon RDS
8 1 (1.75%) Apache Cassandra
8 1 (1.75%) HBase
8 1 (1.75%) Impala
8 1 (1.75%) Oracle BI EE
8 1 (1.75%) Oracle ODI
8 1 (1.75%) QlikView
8 1 (1.75%) Relational Database
8 1 (1.75%) SQL Server
Development Applications
1 5 (8.77%) Jenkins
2 1 (1.75%) ProC
General
1 10 (17.54%) Retail
2 6 (10.53%) Marketing
3 2 (3.51%) Finance
3 2 (3.51%) Games
4 1 (1.75%) Advertising
4 1 (1.75%) Legal
Job Titles
1 23 (40.35%) Data Engineer
2 15 (26.32%) Developer
2 15 (26.32%) Senior Data Engineer
3 13 (22.81%) Python Developer
3 13 (22.81%) Python Engineer
4 8 (14.04%) E-Commerce Engineer
5 6 (10.53%) Senior Developer
5 6 (10.53%) Senior Python Developer
6 5 (8.77%) DevOps Engineer
6 5 (8.77%) Python Software Engineer
6 5 (8.77%) Software Engineer
7 3 (5.26%) Senior Software Engineer
8 2 (3.51%) Analyst
8 2 (3.51%) Big Data Engineer
8 2 (3.51%) Data Science Engineer
8 2 (3.51%) Machine Learning Engineer
9 1 (1.75%) Data Visualisation Analyst
9 1 (1.75%) Hadoop Engineer
9 1 (1.75%) Machine Learning Researcher
9 1 (1.75%) Tableau Analyst
Libraries, Frameworks & Software Standards
1 6 (10.53%) Django
2 5 (8.77%) Flask
3 4 (7.02%) Celery
3 4 (7.02%) PySpark
4 3 (5.26%) Kafka
4 3 (5.26%) Pandas
4 3 (5.26%) Sass
5 2 (3.51%) GraphQL
5 2 (3.51%) NumPy
5 2 (3.51%) RabbitMQ
5 2 (3.51%) React
5 2 (3.51%) scikit-learn
5 2 (3.51%) SciPy
6 1 (1.75%) Ajax
6 1 (1.75%) Angular 2
6 1 (1.75%) AngularJS
6 1 (1.75%) ASP.NET MVC
6 1 (1.75%) Node.js
6 1 (1.75%) RESTful
6 1 (1.75%) Ruby on Rails
Miscellaneous
1 12 (21.05%) Computer Science
2 8 (14.04%) Algorithms
3 6 (10.53%) Analytical Skills
4 3 (5.26%) Linux Command Line
5 1 (1.75%) Fintech
5 1 (1.75%) Marketing Technology
Operating Systems
1 5 (8.77%) Linux
Processes & Methodologies
1 26 (45.61%) Agile Software Development
2 23 (40.35%) Continuous Integration
3 20 (35.09%) BDD
3 20 (35.09%) TDD
4 16 (28.07%) Analytics
5 13 (22.81%) E-Commerce
6 12 (21.05%) Data Science
6 12 (21.05%) ETL
7 11 (19.30%) DevOps
7 11 (19.30%) Kanban
7 11 (19.30%) Pair Programming
7 11 (19.30%) Scrum
8 10 (17.54%) Business Intelligence
9 9 (15.79%) OOP
9 9 (15.79%) Software Engineering
10 8 (14.04%) Machine Learning
10 8 (14.04%) Problem-Solving
11 6 (10.53%) Continuous Delivery
12 5 (8.77%) Data Engineering
12 5 (8.77%) Open Source
Programming Languages
1 55 (96.49%) Python
2 25 (43.86%) SQL
3 14 (24.56%) Scala
4 11 (19.30%) Java
5 4 (7.02%) Ruby
6 3 (5.26%) C
7 2 (3.51%) C++
8 1 (1.75%) C#
8 1 (1.75%) HiveQL
8 1 (1.75%) JavaScript
8 1 (1.75%) Perl
8 1 (1.75%) PL/SQL
Qualifications
1 8 (14.04%) Degree
2 6 (10.53%) Master's Degree
3 3 (5.26%) Computer Science Degree
4 1 (1.75%) Numerate Degree
4 1 (1.75%) PhD
Quality Assurance & Compliance
1 2 (3.51%) QA
2 1 (1.75%) GDPR
System Software
1 19 (33.33%) Docker
2 1 (1.75%) HDFS
Systems Management
1 7 (12.28%) Kubernetes
2 6 (10.53%) Terraform
3 4 (7.02%) Ansible
4 1 (1.75%) Packer
Vendors
1 14 (24.56%) Google
2 2 (3.51%) Tableau
3 1 (1.75%) Microsoft
3 1 (1.75%) Optimizely
3 1 (1.75%) Oracle
3 1 (1.75%) Salesforce.com
3 1 (1.75%) Talend