Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Apache Airflow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Airflow over the 6 months to 14 December 2018 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK > England
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 1057 1127 1198
Rank change year-on-year +70 +71 -
Permanent jobs citing Apache Airflow 47 55 3
As % of all permanent IT jobs advertised in England 0.032% 0.033% 0.002%
As % of the Application Platforms category 0.20% 0.19% 0.009%
Number of salaries quoted 41 49 3
England median annual salary £65,000 £60,000 £70,000
Median salary % change year-on-year +8.33% -14.29% -
10th Percentile £45,000 £45,000 £46,500
90th Percentile £85,000 £126,250 £84,500
UK median annual salary £65,000 £60,000 £70,000
% change year-on-year +8.33% -14.29% -

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

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 23,956 29,191 31,983
As % of all permanent IT jobs advertised in England 16.18% 17.35% 18.26%
Number of salaries quoted 19,325 23,889 27,060
England median annual salary £50,000 £47,500 £46,500
Median salary % change year-on-year +5.26% +2.15% +3.33%
10th Percentile £28,250 £27,500 £27,000
90th Percentile £85,000 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Apache Airflow
Job Vacancy Trend in England

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

Job vacancy trend for Apache Airflow in England

Apache Airflow
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Airflow in England.

Salary trend for Apache Airflow in England

Apache Airflow
Salary Histogram in England

The salary distribution of IT jobs citing Apache Airflow in England over the 6 months to 14 December 2018.

Salary histogram for Apache Airflow in England

Apache Airflow
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Airflow within the England region over the 6 months to 14 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +52 41 £65,000 +8.33% 14
South East - 3 £52,500 -
East Midlands - 2 £61,250 -
Midlands - 2 £61,250 -
North of England +32 1 £55,000 - 2
North West +21 1 £55,000 - 1
Apache Airflow
UK

For the 6 months to 14 December 2018, IT 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 permanent job ads across the England region with a requirement for Apache Airflow.

1 47 (100.00%) Python
2 32 (68.09%) SQL
3 29 (61.70%) Data Science
4 27 (57.45%) ETL
5 24 (51.06%) Amazon AWS
6 22 (46.81%) Apache Spark
7 21 (44.68%) Hadoop
8 18 (38.30%) Big Data
8 18 (38.30%) Analytics
9 17 (36.17%) DevOps
9 17 (36.17%) Pandas
9 17 (36.17%) Luigi
9 17 (36.17%) NoSQL
10 15 (31.91%) Data Warehouse
10 15 (31.91%) Agile Software Development
11 14 (29.79%) Data Engineering
12 13 (27.66%) Data Modelling
13 12 (25.53%) Linux
13 12 (25.53%) Machine Learning
13 12 (25.53%) Google Cloud Platform
14 11 (23.40%) Docker
14 11 (23.40%) NumPy
14 11 (23.40%) Computer Science
14 11 (23.40%) Java
14 11 (23.40%) Software Engineering
14 11 (23.40%) PostgreSQL
15 10 (21.28%) Degree
15 10 (21.28%) Problem-Solving
16 9 (19.15%) Amazon Redshift
16 9 (19.15%) Visualisation

Apache Airflow
Co-occurring IT Skills in England 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 (46.81%) Apache Spark
2 17 (36.17%) Luigi
3 7 (14.89%) Apache
3 7 (14.89%) Elasticsearch
4 6 (12.77%) Tornado
5 2 (4.26%) Apache Pig
6 1 (2.13%) Jupyter
6 1 (2.13%) SharePoint Server
Cloud Services
1 24 (51.06%) Amazon AWS
2 12 (25.53%) Google Cloud Platform
3 8 (17.02%) Amazon EMR
4 7 (14.89%) Microsoft Azure
5 6 (12.77%) Amazon S3
5 6 (12.77%) Cloud Computing
6 5 (10.64%) Serverless
7 4 (8.51%) Amazon Kinesis
8 3 (6.38%) Amazon CloudWatch
8 3 (6.38%) AWS CloudFormation
9 2 (4.26%) Amazon EC2
9 2 (4.26%) AWS Lambda
10 1 (2.13%) Amazon ELB
10 1 (2.13%) Amazon SQS
10 1 (2.13%) AWS Data Pipeline
Communications & Networking
1 1 (2.13%) Firewall
1 1 (2.13%) Internet
Database & Business Intelligence
1 21 (44.68%) Hadoop
2 18 (38.30%) Big Data
3 17 (36.17%) NoSQL
4 15 (31.91%) Data Warehouse
5 11 (23.40%) PostgreSQL
6 9 (19.15%) Amazon Redshift
7 7 (14.89%) Azkaban
7 7 (14.89%) SQL Server
8 6 (12.77%) Oracle Database
8 6 (12.77%) Oracle Database 11g
8 6 (12.77%) Oracle OWB
9 5 (10.64%) Apache Hive
9 5 (10.64%) BigQuery
10 4 (8.51%) Looker
10 4 (8.51%) MongoDB
10 4 (8.51%) Redis
11 3 (6.38%) Amazon Athena
11 3 (6.38%) Data Lake
11 3 (6.38%) Parquet
12 2 (4.26%) Impala
Development Applications
1 7 (14.89%) Git (software)
2 4 (8.51%) Jenkins
3 3 (6.38%) Maven
4 2 (4.26%) Ant
4 2 (4.26%) CMake
4 2 (4.26%) Gradle
5 1 (2.13%) Protractor
5 1 (2.13%) Selenium
General
1 8 (17.02%) Finance
2 7 (14.89%) Law
3 6 (12.77%) Military
3 6 (12.77%) Music Industry
4 5 (10.64%) Games
5 3 (6.38%) Advertising
6 1 (2.13%) Electronics
6 1 (2.13%) Legal
6 1 (2.13%) Marketing
6 1 (2.13%) Publishing
6 1 (2.13%) Retail
Job Titles
1 31 (65.96%) Data Engineer
2 7 (14.89%) Architect
2 7 (14.89%) Data Architect
2 7 (14.89%) Python Engineer
3 6 (12.77%) Developer
3 6 (12.77%) Python Developer
4 5 (10.64%) Big Data Engineer
5 3 (6.38%) AWS Engineer
5 3 (6.38%) Senior Data Engineer
6 2 (4.26%) AWS Architect
6 2 (4.26%) E-Commerce Engineer
6 2 (4.26%) Platform Engineer
7 1 (2.13%) Associate Engineer
7 1 (2.13%) Azure Engineer
7 1 (2.13%) Cloud Engineer
7 1 (2.13%) DevOps Engineer
7 1 (2.13%) Hadoop Engineer
7 1 (2.13%) Junior Data Engineer
7 1 (2.13%) Lead Software Engineer
7 1 (2.13%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 17 (36.17%) Pandas
2 11 (23.40%) NumPy
3 7 (14.89%) JSON
3 7 (14.89%) SciPy
4 6 (12.77%) Django
4 6 (12.77%) Flask
4 6 (12.77%) PySpark
4 6 (12.77%) React
4 6 (12.77%) XML
5 4 (8.51%) Kafka
6 3 (6.38%) Apache Avro
6 3 (6.38%) PyTables
6 3 (6.38%) REST
7 2 (4.26%) Boost C++ Libraries
7 2 (4.26%) Celery
7 2 (4.26%) Natural Language Processing
7 2 (4.26%) SQLAlchemy
8 1 (2.13%) .NET
8 1 (2.13%) ODBC
8 1 (2.13%) Ruby on Rails
Miscellaneous
1 7 (14.89%) Algorithms
2 6 (12.77%) Data Structures
3 4 (8.51%) Linux Command Line
4 3 (6.38%) Greenfield Project
4 3 (6.38%) Marketing Technology
4 3 (6.38%) Video\Live Streaming
5 1 (2.13%) Analytical Skills
5 1 (2.13%) Enterprise Software
5 1 (2.13%) Hybrid Cloud
5 1 (2.13%) Private Cloud
Operating Systems
1 12 (25.53%) Linux
2 8 (17.02%) Unix
3 1 (2.13%) DC/OS
Processes & Methodologies
1 29 (61.70%) Data Science
2 27 (57.45%) ETL
3 18 (38.30%) Analytics
4 17 (36.17%) DevOps
5 15 (31.91%) Agile Software Development
6 14 (29.79%) Data Engineering
7 13 (27.66%) Data Modelling
8 12 (25.53%) Machine Learning
9 11 (23.40%) Computer Science
9 11 (23.40%) Software Engineering
10 10 (21.28%) Problem-Solving
11 9 (19.15%) Visualisation
12 8 (17.02%) Data Architecture
12 8 (17.02%) Mathematics
13 7 (14.89%) Physics
14 6 (12.77%) Automated Trading
14 6 (12.77%) Backtesting
14 6 (12.77%) Continuous Integration
14 6 (12.77%) OOP
14 6 (12.77%) Physical Data Model
Programming Languages
1 47 (100.00%) Python
2 32 (68.09%) SQL
3 11 (23.40%) Java
4 9 (19.15%) Scala
5 8 (17.02%) C++
6 7 (14.89%) JavaScript
7 5 (10.64%) Go
8 2 (4.26%) Bash Shell
8 2 (4.26%) C
8 2 (4.26%) C#
8 2 (4.26%) Groovy
8 2 (4.26%) Perl
8 2 (4.26%) R
8 2 (4.26%) Ruby
9 1 (2.13%) PHP
9 1 (2.13%) Shell Script
Qualifications
1 10 (21.28%) Degree
2 7 (14.89%) Computer Science Degree
3 6 (12.77%) Master's Degree
Quality Assurance & Compliance
1 1 (2.13%) QA
System Software
1 11 (23.40%) Docker
2 1 (2.13%) HDFS
Systems Management
1 8 (17.02%) Kubernetes
2 6 (12.77%) Terraform
3 5 (10.64%) Ansible
4 3 (6.38%) Grafana
5 2 (4.26%) Nagios
6 1 (2.13%) Oozie
6 1 (2.13%) Opscode Chef
6 1 (2.13%) Puppet
Vendors
1 8 (17.02%) Google
2 7 (14.89%) Informatica
3 6 (12.77%) Oracle
4 5 (10.64%) Tableau
5 3 (6.38%) Cloudera
6 2 (4.26%) Talend
7 1 (2.13%) Ab Initio
7 1 (2.13%) Adobe
7 1 (2.13%) Hortonworks
7 1 (2.13%) MapR
7 1 (2.13%) Microsoft
7 1 (2.13%) Splunk