Period
to 13 December 2019

The following table provides summary statistics for permanent job vacancies advertised in London 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 13 December 2019 with a comparison to the same period in the previous 2 years.

Apache Airflow
England > London
6 months to
13 Dec 2019
Same period 2018 Same period 2017
Rank 572 770 803
Rank change year-on-year +198 +33 +40
Permanent jobs citing Apache Airflow 156 42 58
As % of all permanent IT jobs advertised in London 0.29% 0.063% 0.078%
As % of the Application Platforms category 1.93% 0.37% 0.42%
Number of salaries quoted 132 38 53
London median annual salary £72,500 £65,000 £67,500
Median salary % change year-on-year +11.54% -3.70% -3.57%
10th Percentile £53,750 £45,000 £45,000
90th Percentile £104,000 £85,750 £126,250
England median annual salary £72,500 £65,000 £67,500
% change year-on-year +11.54% -3.70% -3.57%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 8,068 11,488 13,862
As % of all permanent IT jobs advertised in London 15.06% 17.30% 18.67%
Number of salaries quoted 6,615 9,320 11,216
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £32,500 £32,500 £32,500
90th Percentile £95,000 £93,750 £87,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

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
Salary Trend in London

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

Salary trend for Apache Airflow in London

Apache Airflow
Salary Histogram in London

The salary distribution of IT jobs citing Apache Airflow in London over the 6 months to 13 December 2019.

Salary histogram for Apache Airflow in London

Apache Airflow
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Airflow within the London region over the 6 months to 13 December 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
Central London +41 23 £75,000 +13.21% 7
East London - 2 - - 2
West London +23 1 £60,000 -33.33% 4
Apache Airflow
England

For the 6 months to 13 December 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 London region with a requirement for Apache Airflow.

1 134 (85.90%) Python
2 117 (75.00%) AWS
3 103 (66.03%) SQL
4 86 (55.13%) Data Science
5 84 (53.85%) ETL
6 80 (51.28%) GCP
7 75 (48.08%) Apache Spark
8 70 (44.87%) Business Intelligence
9 69 (44.23%) Google
10 67 (42.95%) Big Data
11 65 (41.67%) Analytics
12 64 (41.03%) BigQuery
13 61 (39.10%) Kafka
14 60 (38.46%) Data Warehouse
15 57 (36.54%) PostgreSQL
16 55 (35.26%) Apache
17 53 (33.97%) Amazon Redshift
18 49 (31.41%) Hadoop
19 47 (30.13%) Java
20 46 (29.49%) Apache Hive
21 44 (28.21%) Machine Learning
21 44 (28.21%) Data Modelling
21 44 (28.21%) Linux
22 42 (26.92%) Agile Software Development
23 39 (25.00%) Luigi
24 36 (23.08%) Azure
24 36 (23.08%) Presto
25 34 (21.79%) Analytical Skills
26 33 (21.15%) Data Engineering
27 32 (20.51%) DevOps

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 75 (48.08%) Apache Spark
2 55 (35.26%) Apache
3 39 (25.00%) Luigi
4 22 (14.10%) Elasticsearch
5 7 (4.49%) Jupyter
6 2 (1.28%) Apache Solr
Applications
1 1 (0.64%) Spreadsheet
Business Applications
1 1 (0.64%) Sparx Enterprise Architect
Cloud Services
1 117 (75.00%) AWS
2 80 (51.28%) GCP
3 36 (23.08%) Azure
4 31 (19.87%) Amazon S3
5 17 (10.90%) Amazon EMR
6 14 (8.97%) Amazon EC2
7 7 (4.49%) Cloud Computing
7 7 (4.49%) GitHub
8 6 (3.85%) Amazon ELB
8 6 (3.85%) AWS CloudFormation
8 6 (3.85%) Power Platform
9 4 (2.56%) Adobe Analytics
10 3 (1.92%) Amazon Kinesis
10 3 (1.92%) AWS Data Pipeline
10 3 (1.92%) Google Analytics
11 2 (1.28%) Amazon ECS
11 2 (1.28%) AWS Lambda
11 2 (1.28%) Serverless
12 1 (0.64%) Amazon EKS
12 1 (0.64%) Amazon SageMaker
Communications & Networking
1 2 (1.28%) Internet
Database & Business Intelligence
1 67 (42.95%) Big Data
2 64 (41.03%) BigQuery
3 60 (38.46%) Data Warehouse
4 57 (36.54%) PostgreSQL
5 53 (33.97%) Amazon Redshift
6 49 (31.41%) Hadoop
7 46 (29.49%) Apache Hive
8 36 (23.08%) Presto
9 32 (20.51%) SQL Server
10 25 (16.03%) MySQL
11 19 (12.18%) Relational Database
11 19 (12.18%) Snowflake Schema
12 18 (11.54%) Flink
13 16 (10.26%) Amazon Athena
13 16 (10.26%) NoSQL
14 15 (9.62%) Apache Cassandra
14 15 (9.62%) Looker
15 14 (8.97%) SQL Server Analysis Services
16 12 (7.69%) HBase
17 11 (7.05%) Data Lake
Development Applications
1 24 (15.38%) Git (software)
2 15 (9.62%) ProC
3 10 (6.41%) Jenkins
4 3 (1.92%) Bitbucket
5 2 (1.28%) GitLab
6 1 (0.64%) ERwin
6 1 (0.64%) GoCD
6 1 (0.64%) JIRA
6 1 (0.64%) Liquibase
6 1 (0.64%) Octopus Deploy
6 1 (0.64%) Subversion
6 1 (0.64%) Vagrant
General
1 28 (17.95%) Finance
2 15 (9.62%) Games
3 11 (7.05%) Legal
4 10 (6.41%) Marketing
5 8 (5.13%) Retail
6 7 (4.49%) Advertising
7 6 (3.85%) Banking
7 6 (3.85%) Publishing
8 4 (2.56%) Public Sector
9 3 (1.92%) Back Office
9 3 (1.92%) Music Industry
10 1 (0.64%) Multimedia
Job Titles
1 83 (53.21%) Data Engineer
2 20 (12.82%) Architect
2 20 (12.82%) Senior Data Engineer
3 19 (12.18%) Big Data Engineer
4 18 (11.54%) Data Architect
5 14 (8.97%) Developer
6 13 (8.33%) AWS Engineer
6 13 (8.33%) Principal Engineer
7 12 (7.69%) Python Developer
8 10 (6.41%) Backend Developer
9 8 (5.13%) Cloud Engineer
10 7 (4.49%) Data Scientist
10 7 (4.49%) Data Warehouse Architect
10 7 (4.49%) DevOps Engineer
10 7 (4.49%) ETL Architect
10 7 (4.49%) Lead DevOps
10 7 (4.49%) Lead DevOps Engineer
10 7 (4.49%) Python Engineer
11 6 (3.85%) Platform Engineer
12 5 (3.21%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 61 (39.10%) Kafka
2 29 (18.59%) Web Services
3 15 (9.62%) Pandas
3 15 (9.62%) scikit-learn
4 9 (5.77%) Celery
5 6 (3.85%) Apache Beam
5 6 (3.85%) Django
5 6 (3.85%) JDBC
5 6 (3.85%) ODBC
5 6 (3.85%) Series 60
6 5 (3.21%) PySpark
6 5 (3.21%) REST
7 4 (2.56%) JSON
7 4 (2.56%) Natural Language Processing
7 4 (2.56%) RabbitMQ
8 3 (1.92%) Keras
8 3 (1.92%) LAPP Stack
8 3 (1.92%) PyTorch
8 3 (1.92%) SpaCy
8 3 (1.92%) XGBoost
Miscellaneous
1 34 (21.79%) Analytical Skills
2 16 (10.26%) Algorithms
2 16 (10.26%) Data Structures
3 8 (5.13%) Self-Motivation
4 7 (4.49%) Data Centre
5 3 (1.92%) Greenfield Project
5 3 (1.92%) Grid Computing
5 3 (1.92%) User Experience
6 2 (1.28%) Enterprise Cloud
6 2 (1.28%) Video\Live Streaming
7 1 (0.64%) Management Information System
7 1 (0.64%) Mobile App
7 1 (0.64%) Reference Data
7 1 (0.64%) Replication
Operating Systems
1 44 (28.21%) Linux
2 7 (4.49%) Unix
3 3 (1.92%) Android
3 3 (1.92%) Apple iOS
Processes & Methodologies
1 86 (55.13%) Data Science
2 84 (53.85%) ETL
3 70 (44.87%) Business Intelligence
4 65 (41.67%) Analytics
5 44 (28.21%) Data Modelling
5 44 (28.21%) Machine Learning
6 42 (26.92%) Agile Software Development
7 33 (21.15%) Data Engineering
8 32 (20.51%) DevOps
9 27 (17.31%) Data Analytics
9 27 (17.31%) Software Engineering
9 27 (17.31%) Test Automation
10 21 (13.46%) Visualisation
11 16 (10.26%) Data Architecture
11 16 (10.26%) Infrastructure as Code
11 16 (10.26%) Site Reliability Engineering
12 15 (9.62%) Fintech
12 15 (9.62%) Use Case
13 14 (8.97%) Data Analysis
14 13 (8.33%) Data Visualisation
Programming Languages
1 134 (85.90%) Python
2 103 (66.03%) SQL
3 47 (30.13%) Java
4 27 (17.31%) Scala
5 22 (14.10%) Shell Script
6 18 (11.54%) PL/SQL
7 17 (10.90%) Go
8 14 (8.97%) C
9 9 (5.77%) C++
10 6 (3.85%) Bash Shell
11 4 (2.56%) Kotlin
12 3 (1.92%) Clojure
12 3 (1.92%) ML
12 3 (1.92%) Ruby
12 3 (1.92%) TypeScript
Qualifications
1 3 (1.92%) Degree
2 1 (0.64%) Computer Science Degree
Quality Assurance & Compliance
1 10 (6.41%) QA
2 8 (5.13%) Data Quality
3 5 (3.21%) ISO/IEC 27001
4 3 (1.92%) GDPR
System Software
1 25 (16.03%) Docker
2 19 (12.18%) HDFS
Systems Management
1 22 (14.10%) Kubernetes
2 19 (12.18%) Oozie
3 14 (8.97%) Ansible
3 14 (8.97%) Terraform
4 4 (2.56%) Opscode Chef
4 4 (2.56%) Puppet
5 3 (1.92%) Chronos
5 3 (1.92%) Control-M
5 3 (1.92%) Mesos
6 2 (1.28%) Kibana
6 2 (1.28%) Packer
7 1 (0.64%) Graylog
Vendors
1 69 (44.23%) Google
2 23 (14.74%) Tableau
3 22 (14.10%) Oracle
4 21 (13.46%) Teradata
5 7 (4.49%) Ab Initio
5 7 (4.49%) Talend
6 6 (3.85%) Splunk
7 4 (2.56%) Adobe
7 4 (2.56%) IBM
8 3 (1.92%) Birst
8 3 (1.92%) Databricks
8 3 (1.92%) Microsoft
8 3 (1.92%) Netezza
8 3 (1.92%) Salesforce.com
9 2 (1.28%) HubSpot
9 2 (1.28%) Samsung
9 2 (1.28%) Zuora
10 1 (0.64%) CA
10 1 (0.64%) Hortonworks
10 1 (0.64%) Snowplow