Period
to 22 April 2021

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 22 April 2021 with a comparison to the same period in the previous 2 years.

Apache Airflow
England > London
6 months to
22 Apr 2021
Same period 2020 Same period 2019
Rank 335 503 720
Rank change year-on-year +168 +217 +80
Permanent jobs citing Apache Airflow 262 178 53
As % of all permanent jobs advertised in London 0.83% 0.40% 0.088%
As % of the Application Platforms category 5.80% 2.69% 0.53%
Number of salaries quoted 151 154 42
10th Percentile £52,500 £50,000 £56,250
25th Percentile £62,500 £57,500 £65,625
Median annual salary (50th Percentile) £80,000 £80,000 £80,000
75th Percentile £93,750 £91,250 £88,438
90th Percentile £137,500 £114,250 £100,000
England median annual salary £75,000 £78,750 £77,500
% change year-on-year -4.76% +1.61% +10.71%

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 4,517 6,613 9,944
As % of all permanent IT jobs advertised in London 14.33% 14.83% 16.43%
Number of salaries quoted 3,491 5,363 8,117
10th Percentile £41,250 £35,000 £33,000
25th Percentile £50,000 £46,250 £45,000
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% -
75th Percentile £83,750 £80,000 £80,000
90th Percentile £97,500 £95,000 £95,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 22 April 2021.

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 22 April 2021. 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 +56 33 £76,000 -5.00% 9
West London +52 6 £76,250 +1.67% 5
South London +28 4 - -
Apache Airflow
England

For the 6 months to 22 April 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 London region with a requirement for Apache Airflow.

1 218 (83.21%) Python
2 171 (65.27%) AWS
3 168 (64.12%) SQL
4 126 (48.09%) Big Data
5 105 (40.08%) Analytics
6 102 (38.93%) Data Science
6 102 (38.93%) GCP
7 99 (37.79%) Kubernetes
7 99 (37.79%) ETL
8 90 (34.35%) Apache Spark
9 89 (33.97%) Machine Learning
10 78 (29.77%) Google
11 76 (29.01%) DevOps
12 72 (27.48%) Terraform
13 66 (25.19%) Business Intelligence
13 66 (25.19%) Linux
13 66 (25.19%) Kafka
14 65 (24.81%) Docker
14 65 (24.81%) Continuous Delivery
15 61 (23.28%) Continuous Integration
16 58 (22.14%) Amazon S3
17 57 (21.76%) Data Engineering
18 56 (21.37%) BigQuery
18 56 (21.37%) Hadoop
19 54 (20.61%) Luigi
20 53 (20.23%) Data Warehouse
20 53 (20.23%) Workflow
21 49 (18.70%) Infrastructure as Code
22 46 (17.56%) Amazon Kinesis
22 46 (17.56%) Agile Software Development

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 90 (34.35%) Apache Spark
2 54 (20.61%) Luigi
3 37 (14.12%) Apache
4 20 (7.63%) Apache Pig
5 6 (2.29%) Confluence
5 6 (2.29%) Jupyter
6 4 (1.53%) Gunicorn
7 3 (1.15%) Elasticsearch
7 3 (1.15%) Oracle Workflow
Business Applications
1 4 (1.53%) Shopify
2 2 (0.76%) Sentinel
Cloud Services
1 171 (65.27%) AWS
2 102 (38.93%) GCP
3 58 (22.14%) Amazon S3
4 46 (17.56%) Amazon Kinesis
5 44 (16.79%) Azure
6 31 (11.83%) Serverless
7 18 (6.87%) Power Platform
8 17 (6.49%) Amazon EC2
9 15 (5.73%) AWS Lambda
10 13 (4.96%) Amazon EMR
10 13 (4.96%) Cloud Functions
11 10 (3.82%) Amazon ECS
12 8 (3.05%) GitHub
12 8 (3.05%) SaaS
13 7 (2.67%) Amazon SQS
14 6 (2.29%) Amazon CloudWatch
14 6 (2.29%) Amazon EKS
14 6 (2.29%) Amazon ELB
14 6 (2.29%) Google Docs
14 6 (2.29%) Trello
Communications & Networking
1 34 (12.98%) Firewall
2 7 (2.67%) SSH
3 6 (2.29%) HTTP
4 3 (1.15%) Internet
5 2 (0.76%) 5G
5 2 (0.76%) Broadband
Database & Business Intelligence
1 126 (48.09%) Big Data
2 56 (21.37%) BigQuery
2 56 (21.37%) Hadoop
3 53 (20.23%) Data Warehouse
4 38 (14.50%) Looker
4 38 (14.50%) PostgreSQL
5 37 (14.12%) Tableau
6 36 (13.74%) Amazon Redshift
7 34 (12.98%) NoSQL
8 30 (11.45%) Presto
9 22 (8.40%) Snowflake Schema
10 21 (8.02%) Amazon RDS
10 21 (8.02%) Azkaban
11 18 (6.87%) Apache Hive
11 18 (6.87%) Power BI
12 17 (6.49%) Data Lake
13 16 (6.11%) Amazon DynamoDB
14 13 (4.96%) SQL Server
15 12 (4.58%) Relational Database
16 9 (3.44%) MySQL
Development Applications
1 24 (9.16%) Jenkins
2 12 (4.58%) JIRA
3 11 (4.20%) Git (software)
4 9 (3.44%) CircleCI
5 6 (2.29%) Octopus Deploy
6 4 (1.53%) Arsenale Dataplane
6 4 (1.53%) Artifactory
6 4 (1.53%) Sonatype Nexus
7 3 (1.15%) Oracle APEX
8 1 (0.38%) Bitbucket
8 1 (0.38%) GitLab
8 1 (0.38%) Selenium
8 1 (0.38%) SQL Server Management Studio (SSMS)
8 1 (0.38%) TeamCity
General
1 37 (14.12%) Finance
2 13 (4.96%) Marketing
3 12 (4.58%) Banking
4 10 (3.82%) Advertising
5 8 (3.05%) Retail
6 6 (2.29%) Telecoms
7 4 (1.53%) Czech Language
7 4 (1.53%) Financial Institution
7 4 (1.53%) Investment Banking
8 3 (1.15%) Legal
8 3 (1.15%) Russian Language
9 2 (0.76%) Automotive
9 2 (0.76%) Front Office
10 1 (0.38%) Billing
10 1 (0.38%) Law
Job Titles
1 124 (47.33%) Data Engineer
2 35 (13.36%) Developer
3 31 (11.83%) Senior Data Engineer
4 28 (10.69%) Python Engineer
5 27 (10.31%) Python Developer
6 24 (9.16%) Machine Learning Engineer
7 19 (7.25%) Operations Engineer
8 18 (6.87%) Senior Operations Engineer
9 15 (5.73%) Apache Spark Developer
10 13 (4.96%) Scala Engineer
11 12 (4.58%) Architect
11 12 (4.58%) Data Architect
11 12 (4.58%) Engineering Manager
12 9 (3.44%) Software Engineering Manager
12 9 (3.44%) Software Manager
13 8 (3.05%) Senior Developer
14 7 (2.67%) Analyst
14 7 (2.67%) Backend Developer
14 7 (2.67%) Business Intelligence Analyst
15 6 (2.29%) Senior Analyst
Libraries, Frameworks & Software Standards
1 66 (25.19%) Kafka
2 38 (14.50%) Pandas
3 36 (13.74%) NumPy
4 34 (12.98%) Velocity
5 21 (8.02%) Dask
6 14 (5.34%) Apache Beam
7 13 (4.96%) Akka
7 13 (4.96%) REST
8 12 (4.58%) PySpark
9 11 (4.20%) Node.js
10 10 (3.82%) Flask
11 9 (3.44%) Django
12 8 (3.05%) Spark Streaming
13 6 (2.29%) Celery
13 6 (2.29%) GraphQL
13 6 (2.29%) gRPC
13 6 (2.29%) RabbitMQ
13 6 (2.29%) React Native
13 6 (2.29%) Redux
13 6 (2.29%) Sass
Miscellaneous
1 35 (13.36%) Linux Command Line
2 28 (10.69%) Hedge funds
3 21 (8.02%) Data Structures
3 21 (8.02%) Equities
4 13 (4.96%) Algorithms
5 12 (4.58%) Analytical Skills
5 12 (4.58%) Public Cloud
6 10 (3.82%) User Experience
7 9 (3.44%) Self-Motivation
8 6 (2.29%) Blog
8 6 (2.29%) Mobile App
8 6 (2.29%) Podcast
9 5 (1.91%) Renewable Energy
9 5 (1.91%) Smart Meter
10 3 (1.15%) Internet of Things
10 3 (1.15%) Management Information System
11 2 (0.76%) Data Centre
11 2 (0.76%) NHS
11 2 (0.76%) Social Media
12 1 (0.38%) Greenfield Project
Operating Systems
1 66 (25.19%) Linux
2 5 (1.91%) Unix
Processes & Methodologies
1 105 (40.08%) Analytics
2 102 (38.93%) Data Science
3 99 (37.79%) ETL
4 89 (33.97%) Machine Learning
5 76 (29.01%) DevOps
6 66 (25.19%) Business Intelligence
7 65 (24.81%) Continuous Delivery
8 61 (23.28%) Continuous Integration
9 57 (21.76%) Data Engineering
10 53 (20.23%) Workflow
11 49 (18.70%) Infrastructure as Code
12 46 (17.56%) Agile Software Development
13 37 (14.12%) Open Source
14 36 (13.74%) Data Transformation
15 34 (12.98%) Data Architecture
16 30 (11.45%) Data Modelling
17 28 (10.69%) Data Management
18 26 (9.92%) Artificial Intelligence
19 23 (8.78%) Data Analytics
19 23 (8.78%) Software Engineering
Programming Languages
1 218 (83.21%) Python
2 168 (64.12%) SQL
3 42 (16.03%) Java
4 30 (11.45%) Scala
5 20 (7.63%) R
6 10 (3.82%) Go
7 9 (3.44%) Bash Shell
8 7 (2.67%) C++
8 7 (2.67%) Shell Script
9 6 (2.29%) PHP
10 5 (1.91%) C#
10 5 (1.91%) Kotlin
11 4 (1.53%) JavaScript
12 3 (1.15%) Java 8
12 3 (1.15%) PL/SQL
13 2 (0.76%) C
13 2 (0.76%) TypeScript
14 1 (0.38%) ANSI SQL
Qualifications
1 16 (6.11%) Degree
2 9 (3.44%) Computer Science Degree
3 2 (0.76%) PhD
Quality Assurance & Compliance
1 15 (5.73%) GDPR
2 8 (3.05%) Data Quality
3 4 (1.53%) GRC
4 3 (1.15%) QA
5 1 (0.38%) ISO/IEC 27001
System Software
1 65 (24.81%) Docker
2 2 (0.76%) HDFS
Systems Management
1 99 (37.79%) Kubernetes
2 72 (27.48%) Terraform
3 15 (5.73%) Grafana
3 15 (5.73%) Prometheus
4 6 (2.29%) Consul
4 6 (2.29%) Packer
5 5 (1.91%) Ansible
5 5 (1.91%) Hadoop YARN
5 5 (1.91%) Oozie
5 5 (1.91%) Opscode Chef
5 5 (1.91%) Puppet
6 4 (1.53%) Ambari
Vendors
1 78 (29.77%) Google
2 13 (4.96%) Talend
3 9 (3.44%) Cloudera
4 6 (2.29%) Hortonworks
4 6 (2.29%) Oracle
5 3 (1.15%) Microsoft
5 3 (1.15%) Teradata
6 2 (0.76%) Snowplow
6 2 (0.76%) StreamSets
7 1 (0.38%) Alteryx
7 1 (0.38%) Atlassian