Period
to 26 September 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 26 September 2020 with a comparison to the same period in the previous 2 years.

Apache Airflow
England > London
6 months to
26 Sep 2020
Same period 2019 Same period 2018
Rank 403 622 804
Rank change year-on-year +219 +182 +16
Permanent jobs citing Apache Airflow 71 122 38
As % of all permanent jobs advertised in London 0.36% 0.22% 0.055%
As % of the Application Platforms category 2.28% 1.40% 0.31%
Number of salaries quoted 67 108 35
Median annual salary £65,000 £72,500 £65,000
Median salary % change year-on-year -10.34% +11.54% -
10th Percentile £47,500 £51,250 £42,750
90th Percentile £112,000 £91,625 £85,000
England median annual salary £63,500 £70,000 £65,000
% change year-on-year -9.29% +7.69% +8.33%

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 3,115 8,727 12,319
As % of all permanent IT jobs advertised in London 15.72% 15.67% 17.92%
Number of salaries quoted 2,566 7,100 9,848
Median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% +4.35%
10th Percentile £41,250 £32,500 £32,750
90th Percentile £103,875 £95,000 £91,250
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Apache Airflow
Job Vacancy Trend in London

Job postings citing Apache Airflow as a proportion of all IT jobs advertised in London.

Job vacancy trend for Apache Airflow in London

Apache Airflow
Salary Trend in London

3-month moving average salary quoted in jobs citing Apache Airflow in London.

Salary trend for Apache Airflow in London

Apache Airflow
Salary Histogram in London

Salary distribution for jobs citing Apache Airflow in London over the 6 months to 26 September 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 26 September 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 +163 21 £80,000 +6.67% 5
West London +73 1 £82,500 +37.50% 1
East London +32 1 £70,000 -
Apache Airflow
England

For the 6 months to 26 September 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 56 (78.87%) Python
2 49 (69.01%) AWS
3 38 (53.52%) Apache
4 28 (39.44%) Kubernetes
4 28 (39.44%) SQL
4 28 (39.44%) Kafka
5 27 (38.03%) ETL
5 27 (38.03%) GCP
6 26 (36.62%) Machine Learning
7 23 (32.39%) Big Data
7 23 (32.39%) Amazon S3
8 22 (30.99%) Pandas
9 21 (29.58%) Scala
10 20 (28.17%) Amazon Kinesis
10 20 (28.17%) Apache Spark
11 18 (25.35%) Data Science
11 18 (25.35%) Azure
12 17 (23.94%) Hadoop
12 17 (23.94%) Analytics
12 17 (23.94%) NumPy
13 13 (18.31%) Hedge funds
13 13 (18.31%) Terraform
14 12 (16.90%) Finance
14 12 (16.90%) PostgreSQL
14 12 (16.90%) Amazon EMR
15 11 (15.49%) Artificial Intelligence
15 11 (15.49%) Business Intelligence
15 11 (15.49%) Java
15 11 (15.49%) Data Engineering
15 11 (15.49%) Docker

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 38 (53.52%) Apache
2 20 (28.17%) Apache Spark
3 7 (9.86%) Elasticsearch
3 7 (9.86%) Luigi
4 5 (7.04%) Jupyter
5 2 (2.82%) Confluence
6 1 (1.41%) SAS
Applications
1 1 (1.41%) SPSS
Cloud Services
1 49 (69.01%) AWS
2 27 (38.03%) GCP
3 23 (32.39%) Amazon S3
4 20 (28.17%) Amazon Kinesis
5 18 (25.35%) Azure
6 12 (16.90%) Amazon EMR
7 8 (11.27%) Amazon SQS
7 8 (11.27%) Serverless
8 5 (7.04%) AWS Lambda
8 5 (7.04%) Power Platform
9 3 (4.23%) Amazon SageMaker
9 3 (4.23%) AWS CloudFormation
10 2 (2.82%) Amazon EC2
10 2 (2.82%) AWS Data Pipeline
10 2 (2.82%) BrowserStack
10 2 (2.82%) GitHub
11 1 (1.41%) Amazon ECS
11 1 (1.41%) Amazon ElastiCache
11 1 (1.41%) Cloud Computing
Database & Business Intelligence
1 23 (32.39%) Big Data
2 17 (23.94%) Hadoop
3 12 (16.90%) PostgreSQL
4 10 (14.08%) BigQuery
5 9 (12.68%) Apache Hive
5 9 (12.68%) Presto
6 8 (11.27%) Amazon DynamoDB
6 8 (11.27%) Data Warehouse
6 8 (11.27%) SQL Server
7 7 (9.86%) Data Lake
7 7 (9.86%) NoSQL
8 6 (8.45%) Looker
9 5 (7.04%) Bigtable
9 5 (7.04%) Power BI
10 4 (5.63%) Amazon Athena
10 4 (5.63%) MySQL
11 3 (4.23%) Amazon Redshift
11 3 (4.23%) Data Mining
11 3 (4.23%) Snowflake Schema
11 3 (4.23%) Text Mining
Development Applications
1 4 (5.63%) CircleCI
1 4 (5.63%) Jenkins
2 3 (4.23%) Git (software)
3 2 (2.82%) JIRA
3 2 (2.82%) MLflow
4 1 (1.41%) Atlassian Bamboo
4 1 (1.41%) Cypress.io
4 1 (1.41%) Flyway
4 1 (1.41%) GoCD
4 1 (1.41%) Liquibase
4 1 (1.41%) Travis CI
4 1 (1.41%) webpack
General
1 12 (16.90%) Finance
2 8 (11.27%) Marketing
3 3 (4.23%) Retail
4 1 (1.41%) Advertising
4 1 (1.41%) Financial Institution
4 1 (1.41%) Front Office
Job Titles
1 37 (52.11%) Data Engineer
2 20 (28.17%) Developer
3 13 (18.31%) Python Developer
4 10 (14.08%) Python Engineer
5 7 (9.86%) AWS Engineer
5 7 (9.86%) Cloud Engineer
5 7 (9.86%) Senior Data Engineer
6 6 (8.45%) Big Data Engineer
7 5 (7.04%) AWS Developer
7 5 (7.04%) Big Data Architect
7 5 (7.04%) Big Data Developer
7 5 (7.04%) Data Architect
7 5 (7.04%) Data Scientist
7 5 (7.04%) Java Architect
7 5 (7.04%) Java Developer
7 5 (7.04%) Machine Learning Developer
7 5 (7.04%) Python/Django Developer
7 5 (7.04%) Senior Data Scientist
7 5 (7.04%) Senior Developer
7 5 (7.04%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 28 (39.44%) Kafka
2 22 (30.99%) Pandas
3 17 (23.94%) NumPy
4 9 (12.68%) Dask
5 7 (9.86%) Django
5 7 (9.86%) Flask
5 7 (9.86%) RESTful
6 6 (8.45%) Apache Beam
7 5 (7.04%) Node.js
7 5 (7.04%) SciPy
8 3 (4.23%) D3.js
8 3 (4.23%) Matplotlib
8 3 (4.23%) Redux
9 2 (2.82%) Apache NiFi
9 2 (2.82%) GatsbyJS
9 2 (2.82%) GraphQL
9 2 (2.82%) Keras
9 2 (2.82%) Puppeteer
9 2 (2.82%) PyTorch
9 2 (2.82%) TensorFlow
Miscellaneous
1 13 (18.31%) Hedge funds
2 8 (11.27%) Algorithms
3 7 (9.86%) Equities
4 5 (7.04%) Analytical Skills
5 3 (4.23%) User Experience
6 1 (1.41%) Credit Risk
6 1 (1.41%) Data Structures
6 1 (1.41%) Greenfield Project
6 1 (1.41%) Management Information System
Operating Systems
1 1 (1.41%) Linux
Processes & Methodologies
1 27 (38.03%) ETL
2 26 (36.62%) Machine Learning
3 18 (25.35%) Data Science
4 17 (23.94%) Analytics
5 11 (15.49%) Artificial Intelligence
5 11 (15.49%) Business Intelligence
5 11 (15.49%) Data Engineering
5 11 (15.49%) Decision-Making
6 10 (14.08%) DevOps
7 8 (11.27%) Data Modelling
8 7 (9.86%) Software Engineering
9 6 (8.45%) Asset Management
9 6 (8.45%) Data Analytics
10 5 (7.04%) Agile Software Development
10 5 (7.04%) BDD
10 5 (7.04%) Extreme Programming
10 5 (7.04%) Kanban
10 5 (7.04%) Scrum
10 5 (7.04%) TDD
10 5 (7.04%) Visualisation
Programming Languages
1 56 (78.87%) Python
2 28 (39.44%) SQL
3 21 (29.58%) Scala
4 11 (15.49%) Java
5 10 (14.08%) R
6 8 (11.27%) Go
7 4 (5.63%) JavaScript
8 2 (2.82%) C++
8 2 (2.82%) Haskell
8 2 (2.82%) TypeScript
9 1 (1.41%) C#
9 1 (1.41%) Julia
9 1 (1.41%) Kotlin
9 1 (1.41%) Shell Script
Qualifications
1 3 (4.23%) Degree
2 2 (2.82%) Computer Science Degree
2 2 (2.82%) PhD
Quality Assurance & Compliance
1 2 (2.82%) Data Quality
2 1 (1.41%) GDPR
System Software
1 11 (15.49%) Docker
2 1 (1.41%) Apache Flume
Systems Management
1 28 (39.44%) Kubernetes
2 13 (18.31%) Terraform
3 4 (5.63%) Oozie
4 1 (1.41%) Argo
Vendors
1 9 (12.68%) Tableau
2 6 (8.45%) Google
3 3 (4.23%) Spotify
3 3 (4.23%) Talend
4 2 (2.82%) Oracle
5 1 (1.41%) Databricks
5 1 (1.41%) SnapLogic