Period
to 20 April 2019

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 20 April 2019 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK > England
6 months to
20 Apr 2019
Same period 2018 Same period 2017
Rank 1009 1119 1143
Rank change year-on-year +110 +24 -
Permanent jobs citing Apache Airflow 61 45 25
As % of all permanent IT jobs advertised in England 0.044% 0.027% 0.015%
As % of the Application Platforms category 0.29% 0.16% 0.086%
Number of salaries quoted 49 42 25
England median annual salary £77,500 £68,750 £70,000
Median salary % change year-on-year +12.73% -1.79% -
10th Percentile £55,000 £26,125 £49,750
90th Percentile £100,000 £89,750 £86,250
UK median annual salary £77,500 £65,000 £70,000
% change year-on-year +19.23% -7.14% -

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 21,308 27,765 28,982
As % of all permanent IT jobs advertised in England 15.48% 16.71% 17.83%
Number of salaries quoted 16,908 22,873 24,248
England median annual salary £50,000 £50,000 £47,000
Median salary % change year-on-year - +6.38% +4.44%
10th Percentile £28,000 £27,500 £27,000
90th Percentile £85,000 £80,000 £75,000
UK median annual salary £50,000 £50,000 £45,269
% change year-on-year - +10.45% +0.60%

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 20 April 2019.

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 20 April 2019. 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 +84 51 £80,000 +14.29% 6
East of England - 5 £77,500 -
North of England +42 3 £53,750 -
South East +38 2 £52,500 +16.67% 1
North West +32 2 £53,750 -
Yorkshire - 1 - -
Apache Airflow
UK

For the 6 months to 20 April 2019, 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 53 (86.89%) Python
2 37 (60.66%) Apache Spark
2 37 (60.66%) SQL
3 34 (55.74%) Hadoop
4 33 (54.10%) Big Data
4 33 (54.10%) Data Science
5 31 (50.82%) Amazon AWS
6 29 (47.54%) ETL
7 23 (37.70%) Google Cloud Platform
8 22 (36.07%) Data Engineering
9 21 (34.43%) DevOps
10 19 (31.15%) Docker
11 18 (29.51%) Machine Learning
12 17 (27.87%) Data Warehouse
12 17 (27.87%) Luigi
13 15 (24.59%) Java
14 14 (22.95%) Scala
14 14 (22.95%) Kafka
14 14 (22.95%) NoSQL
15 13 (21.31%) Analytics
15 13 (21.31%) PySpark
16 12 (19.67%) Pandas
16 12 (19.67%) Kubernetes
17 11 (18.03%) Terraform
17 11 (18.03%) Cloud Computing
17 11 (18.03%) PostgreSQL
17 11 (18.03%) Finance
18 10 (16.39%) Apache
18 10 (16.39%) Git (software)
18 10 (16.39%) Apache Hive

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 37 (60.66%) Apache Spark
2 17 (27.87%) Luigi
3 10 (16.39%) Apache
4 6 (9.84%) Jupyter
5 4 (6.56%) SAS
6 3 (4.92%) Elasticsearch
7 2 (3.28%) Apache Pig
7 2 (3.28%) Apache Solr
7 2 (3.28%) Confluence
7 2 (3.28%) Drupal
8 1 (1.64%) nginx
8 1 (1.64%) Tomcat
Applications
1 1 (1.64%) Microsoft Excel
1 1 (1.64%) SPSS
1 1 (1.64%) Stata
Cloud Services
1 31 (50.82%) Amazon AWS
2 23 (37.70%) Google Cloud Platform
3 11 (18.03%) Cloud Computing
4 8 (13.11%) Microsoft Azure
5 7 (11.48%) Amazon Kinesis
6 5 (8.20%) Amazon S3
7 4 (6.56%) AWS CloudFormation
8 3 (4.92%) Amazon EMR
9 2 (3.28%) Amazon EC2
9 2 (3.28%) Loggly
9 2 (3.28%) Serverless
10 1 (1.64%) Amazon CloudWatch
10 1 (1.64%) Amazon SageMaker
10 1 (1.64%) Amazon SQS
10 1 (1.64%) AWS Lambda
10 1 (1.64%) GitHub
10 1 (1.64%) PaaS
10 1 (1.64%) SaaS
Communications & Networking
1 1 (1.64%) FTP
1 1 (1.64%) MQTT
Database & Business Intelligence
1 34 (55.74%) Hadoop
2 33 (54.10%) Big Data
3 17 (27.87%) Data Warehouse
4 14 (22.95%) NoSQL
5 11 (18.03%) PostgreSQL
6 10 (16.39%) Apache Hive
7 9 (14.75%) Redis
8 8 (13.11%) Amazon Redshift
8 8 (13.11%) Relational Database
9 7 (11.48%) Azkaban
10 5 (8.20%) BigQuery
11 4 (6.56%) Data Lake
11 4 (6.56%) HBase
11 4 (6.56%) MySQL
12 3 (4.92%) Amazon Athena
12 3 (4.92%) Flink
12 3 (4.92%) Impala
12 3 (4.92%) MongoDB
12 3 (4.92%) SQL Server
13 2 (3.28%) Neo4j
Development Applications
1 10 (16.39%) Git (software)
2 6 (9.84%) Jenkins
3 4 (6.56%) Selenium
4 3 (4.92%) JIRA
4 3 (4.92%) Travis CI
5 2 (3.28%) Ant
5 2 (3.28%) Bitbucket
5 2 (3.28%) GoCD
5 2 (3.28%) Gradle
5 2 (3.28%) Maven
5 2 (3.28%) PHPUnit
6 1 (1.64%) Eclipse
6 1 (1.64%) Protractor
6 1 (1.64%) TeamCity
General
1 11 (18.03%) Finance
2 9 (14.75%) Law
3 8 (13.11%) Military
4 3 (4.92%) Games
4 3 (4.92%) Retail
5 2 (3.28%) Legal
5 2 (3.28%) Marketing
5 2 (3.28%) Publishing
6 1 (1.64%) Advertising
6 1 (1.64%) Banking
6 1 (1.64%) Electronics
6 1 (1.64%) Retail Banking
Job Titles
1 51 (83.61%) Data Engineer
2 9 (14.75%) Python Engineer
2 9 (14.75%) Senior Data Engineer
3 6 (9.84%) Big Data Engineer
3 6 (9.84%) Hadoop Engineer
4 3 (4.92%) AWS Engineer
4 3 (4.92%) E-Commerce Engineer
5 2 (3.28%) Azure Engineer
5 2 (3.28%) Data Manager
5 2 (3.28%) Data Science Engineer
5 2 (3.28%) Data Scientist
5 2 (3.28%) Engineering Manager
5 2 (3.28%) Java Engineer
5 2 (3.28%) Senior Manager
5 2 (3.28%) Software Engineer
6 1 (1.64%) Analyst
6 1 (1.64%) Developer
6 1 (1.64%) Senior Developer
6 1 (1.64%) Software Developer
6 1 (1.64%) Solutions Architect
Libraries, Frameworks & Software Standards
1 14 (22.95%) Kafka
2 13 (21.31%) PySpark
3 12 (19.67%) Pandas
4 6 (9.84%) Celery
4 6 (9.84%) Natural Language Processing
5 5 (8.20%) Apache Beam
5 5 (8.20%) Apache NiFi
5 5 (8.20%) PyTables
5 5 (8.20%) Spark Streaming
5 5 (8.20%) TensorFlow
6 4 (6.56%) NumPy
6 4 (6.56%) scikit-learn
6 4 (6.56%) Web Services
7 3 (4.92%) Django
7 3 (4.92%) Node.js
7 3 (4.92%) RabbitMQ
7 3 (4.92%) SQLAlchemy
8 2 (3.28%) Behat
8 2 (3.28%) Lucene
8 2 (3.28%) Ruby on Rails
Miscellaneous
1 6 (9.84%) Greenfield Project
2 5 (8.20%) Analytical Skills
3 4 (6.56%) Data Structures
3 4 (6.56%) Self-Motivation
4 3 (4.92%) Algorithms
4 3 (4.92%) Marketing Technology
4 3 (4.92%) User Experience
4 3 (4.92%) Virtual Team
5 2 (3.28%) Cloud Native
5 2 (3.28%) Fintech
5 2 (3.28%) Grid Computing
5 2 (3.28%) NHS
6 1 (1.64%) Blog
6 1 (1.64%) Linux Command Line
6 1 (1.64%) Video\Live Streaming
Operating Systems
1 9 (14.75%) Linux
2 4 (6.56%) Unix
Processes & Methodologies
1 33 (54.10%) Data Science
2 29 (47.54%) ETL
3 22 (36.07%) Data Engineering
4 21 (34.43%) DevOps
5 18 (29.51%) Machine Learning
6 13 (21.31%) Analytics
7 9 (14.75%) Data Modelling
7 9 (14.75%) Workflow
8 8 (13.11%) Continuous Integration
8 8 (13.11%) E-Commerce
9 7 (11.48%) Agile Software Development
9 7 (11.48%) TDD
9 7 (11.48%) Workflow Management
10 6 (9.84%) BDD
10 6 (9.84%) Computer Science
10 6 (9.84%) Data Analytics
10 6 (9.84%) Data Ingestion
10 6 (9.84%) Software Engineering
11 5 (8.20%) Data Transformation
11 5 (8.20%) Deep Learning
Programming Languages
1 53 (86.89%) Python
2 37 (60.66%) SQL
3 15 (24.59%) Java
4 14 (22.95%) Scala
5 5 (8.20%) C#
5 5 (8.20%) R
6 4 (6.56%) JavaScript
7 3 (4.92%) Bash Shell
7 3 (4.92%) MATLAB
7 3 (4.92%) PHP
8 2 (3.28%) C++
8 2 (3.28%) Groovy
8 2 (3.28%) Perl
8 2 (3.28%) Ruby
9 1 (1.64%) C
9 1 (1.64%) SPARQL
9 1 (1.64%) T-SQL
9 1 (1.64%) VBA
Qualifications
1 4 (6.56%) Degree
2 1 (1.64%) Computer Science Degree
2 1 (1.64%) Numerate Degree
Quality Assurance & Compliance
1 3 (4.92%) Data Quality
2 1 (1.64%) COBIT
System Software
1 19 (31.15%) Docker
2 4 (6.56%) HDFS
3 1 (1.64%) Apache Flume
Systems Management
1 12 (19.67%) Kubernetes
2 11 (18.03%) Terraform
3 6 (9.84%) Ansible
4 3 (4.92%) Packer
5 2 (3.28%) Chronos
5 2 (3.28%) Mesos
5 2 (3.28%) Nagios
5 2 (3.28%) Oozie
6 1 (1.64%) Grafana
6 1 (1.64%) Opscode Chef
Vendors
1 9 (14.75%) Google
2 2 (3.28%) Alteryx
2 2 (3.28%) Cloudera
2 2 (3.28%) Databricks
2 2 (3.28%) IBM
2 2 (3.28%) Microsoft
2 2 (3.28%) New Relic
2 2 (3.28%) SaltStack
2 2 (3.28%) Tableau
3 1 (1.64%) Atlassian
3 1 (1.64%) Facebook
3 1 (1.64%) Instagram
3 1 (1.64%) Netezza
3 1 (1.64%) Oracle
3 1 (1.64%) RapidMiner
3 1 (1.64%) Twitter
3 1 (1.64%) VMware