Period
to 21 February 2020

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 21 February 2020 with a comparison to the same period in the previous 2 years.

Apache Airflow
England > London
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 511 748 784
Rank change year-on-year +237 +36 +44
Permanent jobs citing Apache Airflow 186 49 45
As % of all permanent IT jobs advertised in London 0.37% 0.078% 0.064%
As % of the Application Platforms category 2.49% 0.46% 0.36%
Number of salaries quoted 160 40 42
London median annual salary £75,000 £75,000 £70,000
Median salary % change year-on-year - +7.14% -
10th Percentile £55,000 £55,000 £26,500
90th Percentile £112,500 £92,500 £111,750
England median annual salary £75,000 £75,000 £70,000
% change year-on-year - +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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 7,478 10,625 12,673
As % of all permanent IT jobs advertised in London 14.72% 16.95% 18.04%
Number of salaries quoted 6,145 8,582 10,609
London median annual salary £60,750 £60,000 £60,000
Median salary % change year-on-year +1.25% - +9.09%
10th Percentile £33,750 £32,500 £33,750
90th Percentile £95,000 £95,000 £89,000
England median annual salary £50,000 £50,000 £50,000

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 21 February 2020.

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 21 February 2020. 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 +39 33 £80,000 +18.52% 19
East London - 2 - - 1
South London - 2 £80,000 -
West London +12 1 £60,000 -29.41% 7
Apache Airflow
England

For the 6 months to 21 February 2020, 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.

1 157 (84.41%) Python
2 140 (75.27%) AWS
3 123 (66.13%) SQL
4 114 (61.29%) ETL
5 113 (60.75%) GCP
6 109 (58.60%) Data Science
7 94 (50.54%) Big Data
8 92 (49.46%) Apache Spark
9 89 (47.85%) BigQuery
10 86 (46.24%) Analytics
11 85 (45.70%) Java
12 84 (45.16%) PostgreSQL
12 84 (45.16%) Kafka
13 79 (42.47%) Amazon Redshift
14 78 (41.94%) Google
15 75 (40.32%) Scala
16 74 (39.78%) Data Warehouse
17 71 (38.17%) Business Intelligence
18 70 (37.63%) Hadoop
19 61 (32.80%) Luigi
20 55 (29.57%) Data Engineering
20 55 (29.57%) Machine Learning
21 51 (27.42%) Amazon S3
22 49 (26.34%) Apache
22 49 (26.34%) Data Modelling
23 47 (25.27%) Azure
24 46 (24.73%) NoSQL
24 46 (24.73%) Analytical Skills
25 45 (24.19%) DevOps
26 41 (22.04%) SQL Server

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 92 (49.46%) Apache Spark
2 61 (32.80%) Luigi
3 49 (26.34%) Apache
4 16 (8.60%) Elasticsearch
5 7 (3.76%) Jupyter
6 1 (0.54%) nginx
6 1 (0.54%) OpenWhisk
Applications
1 1 (0.54%) Spreadsheet
Business Applications
1 1 (0.54%) Sparx Enterprise Architect
Cloud Services
1 140 (75.27%) AWS
2 113 (60.75%) GCP
3 51 (27.42%) Amazon S3
4 47 (25.27%) Azure
5 27 (14.52%) Amazon EC2
6 25 (13.44%) Amazon EMR
7 12 (6.45%) Power Platform
8 11 (5.91%) Serverless
9 7 (3.76%) Cloud Computing
9 7 (3.76%) GitHub
10 6 (3.23%) Adobe Analytics
10 6 (3.23%) Amazon CloudWatch
10 6 (3.23%) Amazon ECS
10 6 (3.23%) AWS CloudTrail
10 6 (3.23%) AWS Data Pipeline
10 6 (3.23%) AWS Lambda
11 5 (2.69%) Amazon EKS
11 5 (2.69%) Google Analytics
12 4 (2.15%) Amazon Kinesis
12 4 (2.15%) Azure Data Factory
Communications & Networking
1 1 (0.54%) IPFS
Database & Business Intelligence
1 94 (50.54%) Big Data
2 89 (47.85%) BigQuery
3 84 (45.16%) PostgreSQL
4 79 (42.47%) Amazon Redshift
5 74 (39.78%) Data Warehouse
6 70 (37.63%) Hadoop
7 46 (24.73%) NoSQL
8 41 (22.04%) SQL Server
9 40 (21.51%) Apache Hive
10 39 (20.97%) Snowflake Schema
11 31 (16.67%) Relational Database
12 30 (16.13%) Presto
13 27 (14.52%) MySQL
14 26 (13.98%) Amazon RDS
15 25 (13.44%) Flink
16 24 (12.90%) Amazon Athena
17 22 (11.83%) Apache Cassandra
17 22 (11.83%) Data Lake
18 19 (10.22%) Amazon DynamoDB
19 18 (9.68%) Azkaban
Development Applications
1 14 (7.53%) ProC
2 13 (6.99%) Git (software)
3 9 (4.84%) Jenkins
4 2 (1.08%) Subversion
5 1 (0.54%) ERwin
5 1 (0.54%) Flyway
5 1 (0.54%) GoCD
5 1 (0.54%) JIRA
5 1 (0.54%) Liquibase
5 1 (0.54%) Octopus Deploy
5 1 (0.54%) TeamCity
5 1 (0.54%) Travis CI
5 1 (0.54%) Vagrant
General
1 32 (17.20%) Finance
2 18 (9.68%) Legal
3 16 (8.60%) Games
4 10 (5.38%) Banking
5 7 (3.76%) Marketing
5 7 (3.76%) Retail
6 4 (2.15%) Public Sector
7 3 (1.61%) Back Office
8 2 (1.08%) Publishing
9 1 (0.54%) Advertising
9 1 (0.54%) Multimedia
Job Titles
1 107 (57.53%) Data Engineer
2 27 (14.52%) Architect
3 25 (13.44%) Data Architect
3 25 (13.44%) Senior Data Engineer
4 21 (11.29%) Big Data Engineer
5 18 (9.68%) Principal Engineer
6 14 (7.53%) Data Warehouse Architect
6 14 (7.53%) ETL Architect
7 12 (6.45%) Developer
8 10 (5.38%) AWS Engineer
8 10 (5.38%) Python Developer
9 8 (4.30%) Cloud Engineer
9 8 (4.30%) Data Scientist
9 8 (4.30%) DevOps Engineer
10 7 (3.76%) Backend Developer
10 7 (3.76%) Lead DevOps
10 7 (3.76%) Lead DevOps Engineer
10 7 (3.76%) Python Engineer
11 6 (3.23%) Head of Engineering
12 5 (2.69%) Head of Data Analytics
Libraries, Frameworks & Software Standards
1 84 (45.16%) Kafka
2 31 (16.67%) Web Services
3 18 (9.68%) Spark Streaming
4 15 (8.06%) Pandas
5 13 (6.99%) scikit-learn
6 9 (4.84%) Apache NiFi
7 8 (4.30%) RabbitMQ
8 5 (2.69%) Natural Language Processing
9 3 (1.61%) Akka
9 3 (1.61%) Django
9 3 (1.61%) Elastic Stack
9 3 (1.61%) Keras
9 3 (1.61%) LAPP Stack
9 3 (1.61%) NumPy
9 3 (1.61%) PyTorch
9 3 (1.61%) REST
9 3 (1.61%) SpaCy
9 3 (1.61%) XGBoost
10 2 (1.08%) Hibernate
10 2 (1.08%) Spring
Miscellaneous
1 46 (24.73%) Analytical Skills
2 32 (17.20%) Data Structures
3 17 (9.14%) Algorithms
4 13 (6.99%) Management Information System
5 8 (4.30%) Self-Motivation
6 7 (3.76%) Data Centre
7 4 (2.15%) Cloud Native
8 3 (1.61%) User Experience
9 2 (1.08%) Enterprise Cloud
9 2 (1.08%) Greenfield Project
9 2 (1.08%) Grid Computing
10 1 (0.54%) Marketing Technology
10 1 (0.54%) Replication
Operating Systems
1 36 (19.35%) Linux
2 3 (1.61%) Android
2 3 (1.61%) Apple iOS
2 3 (1.61%) Unix
Processes & Methodologies
1 114 (61.29%) ETL
2 109 (58.60%) Data Science
3 86 (46.24%) Analytics
4 71 (38.17%) Business Intelligence
5 55 (29.57%) Data Engineering
5 55 (29.57%) Machine Learning
6 49 (26.34%) Data Modelling
7 45 (24.19%) DevOps
8 41 (22.04%) Data Architecture
9 39 (20.97%) Data Analytics
10 27 (14.52%) Test Automation
11 26 (13.98%) Workflow
12 24 (12.90%) Agile Software Development
12 24 (12.90%) Computer Science
12 24 (12.90%) Software Engineering
13 23 (12.37%) Artificial Intelligence
13 23 (12.37%) OO
14 20 (10.75%) Data Munging
14 20 (10.75%) Visualisation
15 17 (9.14%) Workflow Management
Programming Languages
1 157 (84.41%) Python
2 123 (66.13%) SQL
3 85 (45.70%) Java
4 75 (40.32%) Scala
5 20 (10.75%) C++
6 17 (9.14%) PL/SQL
6 17 (9.14%) Shell Script
7 13 (6.99%) C
8 10 (5.38%) Go
9 6 (3.23%) C#
9 6 (3.23%) R
10 4 (2.15%) Bash Shell
10 4 (2.15%) Haskell
10 4 (2.15%) Ruby
11 3 (1.61%) Kotlin
12 2 (1.08%) Clojure
12 2 (1.08%) ML
12 2 (1.08%) PowerShell
12 2 (1.08%) TypeScript
13 1 (0.54%) MATLAB
Qualifications
1 18 (9.68%) Degree
2 15 (8.06%) Computer Science Degree
Quality Assurance & Compliance
1 10 (5.38%) QA
2 9 (4.84%) Data Quality
3 5 (2.69%) ISO/IEC 27001
4 3 (1.61%) GDPR
System Software
1 34 (18.28%) Docker
2 19 (10.22%) HDFS
3 2 (1.08%) Apache ZooKeeper
4 1 (0.54%) Alluxio
4 1 (0.54%) Ceph
4 1 (0.54%) etcd
4 1 (0.54%) Gluster
Systems Management
1 35 (18.82%) Kubernetes
2 23 (12.37%) Terraform
3 22 (11.83%) Oozie
4 11 (5.91%) Ansible
4 11 (5.91%) Opscode Chef
4 11 (5.91%) Puppet
5 3 (1.61%) Salt
6 2 (1.08%) Chronos
6 2 (1.08%) Mesos
7 1 (0.54%) Graylog
7 1 (0.54%) Istio
7 1 (0.54%) Kibana
7 1 (0.54%) Knative
7 1 (0.54%) Kubeflow
7 1 (0.54%) Packer
7 1 (0.54%) ZABBIX
Vendors
1 78 (41.94%) Google
2 20 (10.75%) Oracle
2 20 (10.75%) Teradata
3 19 (10.22%) Tableau
4 8 (4.30%) Talend
5 6 (3.23%) Adobe
5 6 (3.23%) Databricks
5 6 (3.23%) Microsoft
6 4 (2.15%) SnapLogic
7 3 (1.61%) IBM
8 2 (1.08%) HubSpot
8 2 (1.08%) Salesforce.com
8 2 (1.08%) Zuora
9 1 (0.54%) Ab Initio
9 1 (0.54%) Alias
9 1 (0.54%) Hortonworks
9 1 (0.54%) Samsung
9 1 (0.54%) Snowplow
9 1 (0.54%) Sparx
9 1 (0.54%) Vertica