Period
to 3 August 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 3 August 2021 with a comparison to the same period in the previous 2 years.

Apache Airflow
Central London > City of London
6 months to
3 Aug 2021
Same period 2020 Same period 2019
Rank 217 204 318
Rank change year-on-year -13 +114 +35
Permanent jobs citing Apache Airflow 28 25 11
As % of all permanent jobs advertised in the City of London 0.50% 0.48% 0.11%
As % of the Application Platforms category 3.76% 3.73% 0.69%
Number of salaries quoted 23 21 9
10th Percentile £46,350 £55,000 £58,500
25th Percentile £66,875 £68,750 £65,000
Median annual salary (50th Percentile) £75,000 £85,000 £82,500
Median % change year-on-year -11.76% +3.03% +120.00%
75th Percentile £86,250 £91,250 £87,500
90th Percentile £94,250 £93,750 £92,250
Central London median annual salary £75,000 £80,000 £82,500
% change year-on-year -6.25% -3.03% +69.23%

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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Permanent vacancies with a requirement for application platform skills 745 670 1,591
As % of all permanent IT jobs advertised in the City of London 13.31% 12.88% 15.48%
Number of salaries quoted 665 588 1,426
10th Percentile £45,000 £40,000 £32,500
25th Percentile £53,042 £48,250 £47,500
Median annual salary (50th Percentile) £70,000 £65,000 £65,000
Median % change year-on-year +7.69% - +8.33%
75th Percentile £85,000 £78,750 £82,500
90th Percentile £101,250 £92,500 £94,375
Central London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

Apache Airflow
Job Vacancy Trend in the City of London

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

Job vacancy trend for Apache Airflow in the City of London

Apache Airflow
Salary Trend in the City of London

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

Salary trend for Apache Airflow in the City of London

Apache Airflow
Salary Histogram in the City of London

Salary distribution for jobs citing Apache Airflow in the City of London over the 6 months to 3 August 2021.

Salary histogram for Apache Airflow in the City of London

For the 6 months to 3 August 2021, 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 City of London region with a requirement for Apache Airflow.

1 23 (82.14%) Python
2 19 (67.86%) SQL
3 17 (60.71%) Data Science
4 16 (57.14%) AWS
5 15 (53.57%) ETL
5 15 (53.57%) Data Pipeline
6 14 (50.00%) GCP
7 13 (46.43%) Apache Spark
8 11 (39.29%) Docker
8 11 (39.29%) Linux
8 11 (39.29%) Data Engineering
9 10 (35.71%) PostgreSQL
9 10 (35.71%) Kafka
10 9 (32.14%) Machine Learning
10 9 (32.14%) Analytics
10 9 (32.14%) Artificial Intelligence
10 9 (32.14%) Apache
10 9 (32.14%) Data Modelling
11 8 (28.57%) Kubernetes
11 8 (28.57%) Big Data
12 7 (25.00%) Azure
12 7 (25.00%) Degree
12 7 (25.00%) Serverless
13 6 (21.43%) AWS Lambda
13 6 (21.43%) Data Lake
13 6 (21.43%) Data Integration
13 6 (21.43%) Agile Software Development
13 6 (21.43%) Java
13 6 (21.43%) Business Intelligence
13 6 (21.43%) R

Apache Airflow
Co-occurring IT Skills in the City of 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 13 (46.43%) Apache Spark
2 9 (32.14%) Apache
3 2 (7.14%) Apache Pig
3 2 (7.14%) Confluence
Cloud Services
1 16 (57.14%) AWS
2 14 (50.00%) GCP
3 7 (25.00%) Azure
3 7 (25.00%) Serverless
4 6 (21.43%) AWS Lambda
5 5 (17.86%) Amazon S3
6 3 (10.71%) Amazon EC2
6 3 (10.71%) Amazon ECS
6 3 (10.71%) Amazon EKS
6 3 (10.71%) Amazon Kinesis
6 3 (10.71%) Power Platform
6 3 (10.71%) Snowflake
7 2 (7.14%) Amazon SQS
7 2 (7.14%) AWS Step Functions
7 2 (7.14%) Azure Data Factory
7 2 (7.14%) Azure Synapse Analytics
8 1 (3.57%) AWS CloudFormation
8 1 (3.57%) dbt
8 1 (3.57%) Google Compute Engine
8 1 (3.57%) SaaS
Communications & Networking
1 4 (14.29%) SSH
2 3 (10.71%) 5G
2 3 (10.71%) Broadband
Database & Business Intelligence
1 10 (35.71%) PostgreSQL
2 8 (28.57%) Big Data
3 6 (21.43%) Data Lake
4 5 (17.86%) BigQuery
4 5 (17.86%) Relational Database
5 4 (14.29%) Data Mining
5 4 (14.29%) Data Warehouse
6 3 (10.71%) Amazon RDS
6 3 (10.71%) Apache Hive
6 3 (10.71%) Hadoop
6 3 (10.71%) HDInsight
6 3 (10.71%) Metadata
6 3 (10.71%) Power BI
7 2 (7.14%) Amazon Athena
7 2 (7.14%) Amazon Redshift
7 2 (7.14%) Azure SQL Data Warehouse
7 2 (7.14%) NoSQL
7 2 (7.14%) Parquet
7 2 (7.14%) Spark SQL
7 2 (7.14%) Tableau
Development Applications
1 5 (17.86%) Jenkins
2 4 (14.29%) Git (software)
2 4 (14.29%) JIRA
3 2 (7.14%) ER Studio
3 2 (7.14%) ERwin
3 2 (7.14%) PowerDesigner
General
1 5 (17.86%) Finance
1 5 (17.86%) Telecoms
2 2 (7.14%) Advertising
2 2 (7.14%) Legal
3 1 (3.57%) Banking
3 1 (3.57%) Law
3 1 (3.57%) Social Skills
Job Titles
1 18 (64.29%) Data Engineer
2 9 (32.14%) Senior Data Engineer
3 3 (10.71%) Data Manager
3 3 (10.71%) Engineering Manager
4 2 (7.14%) Developer
4 2 (7.14%) Kubernetes Engineer
4 2 (7.14%) Python Developer
4 2 (7.14%) Python Engineer
5 1 (3.57%) AWS Engineer
5 1 (3.57%) Consultant
5 1 (3.57%) Data Analytics Engineer
5 1 (3.57%) Data Scientist
5 1 (3.57%) DevOps Consultant
5 1 (3.57%) Integration Engineer
5 1 (3.57%) Senior Data Scientist
5 1 (3.57%) Senior Integration Engineer
5 1 (3.57%) Senior Systems Engineer
5 1 (3.57%) Systems Integration Engineer
5 1 (3.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 10 (35.71%) Kafka
2 4 (14.29%) PySpark
3 2 (7.14%) Django
3 2 (7.14%) JSON
3 2 (7.14%) Middleware
3 2 (7.14%) OAuth
3 2 (7.14%) OAuth2
3 2 (7.14%) Pandas
3 2 (7.14%) RabbitMQ
4 1 (3.57%) AngularJS
4 1 (3.57%) HTML
4 1 (3.57%) LAPP Stack
4 1 (3.57%) RESTful
4 1 (3.57%) Web Services
Miscellaneous
1 6 (21.43%) Algorithms
1 6 (21.43%) Data Structures
2 4 (14.29%) Data Centre
3 3 (10.71%) Social Media
4 2 (7.14%) Derivative
4 2 (7.14%) Enterprise Cloud
5 1 (3.57%) Linux Command Line
Operating Systems
1 11 (39.29%) Linux
Processes & Methodologies
1 17 (60.71%) Data Science
2 15 (53.57%) Data Pipeline
2 15 (53.57%) ETL
3 11 (39.29%) Data Engineering
4 9 (32.14%) Analytics
4 9 (32.14%) Artificial Intelligence
4 9 (32.14%) Data Modelling
4 9 (32.14%) Machine Learning
5 6 (21.43%) Agile Software Development
5 6 (21.43%) Business Intelligence
5 6 (21.43%) Data Integration
6 5 (17.86%) Computer Science
6 5 (17.86%) Data Management
7 4 (14.29%) Data Architecture
7 4 (14.29%) Data Munging
7 4 (14.29%) Data Transformation
7 4 (14.29%) Deployment Automation
7 4 (14.29%) DevOps
8 3 (10.71%) Infrastructure as Code
8 3 (10.71%) Workload Management
Programming Languages
1 23 (82.14%) Python
2 19 (67.86%) SQL
3 6 (21.43%) Java
3 6 (21.43%) R
4 4 (14.29%) Bash Shell
5 1 (3.57%) C#
5 1 (3.57%) C++
5 1 (3.57%) JavaScript
5 1 (3.57%) Shell Script
Qualifications
1 7 (25.00%) Degree
2 1 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 3 (10.71%) Data Quality
2 1 (3.57%) GDPR
2 1 (3.57%) QA
System Software
1 11 (39.29%) Docker
2 2 (7.14%) Apache Flume
3 1 (3.57%) HDFS
Systems Management
1 8 (28.57%) Kubernetes
2 4 (14.29%) Terraform
3 1 (3.57%) Ansible
3 1 (3.57%) Opscode Chef
3 1 (3.57%) Puppet
Vendors
1 3 (10.71%) Microsoft
2 2 (7.14%) Databricks
2 2 (7.14%) Google
2 2 (7.14%) Oracle
3 1 (3.57%) Cloudera
3 1 (3.57%) StreamSets