Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 January 2022

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 January 2022 with a comparison to the same period in the previous 2 years.

Apache Airflow
England > London
6 months to
22 Jan 2022		 Same period 2021 Same period 2020
Rank 432 373 541
Rank change year-on-year -59 +168 +206
Permanent jobs citing Apache Airflow 333 138 175
As % of all permanent jobs advertised in London 0.65% 0.57% 0.34%
As % of the Application Platforms category 4.71% 4.02% 2.30%
Number of salaries quoted 159 103 159
10th Percentile £57,250 £61,250 £53,750
25th Percentile £65,000 £62,500 £61,250
Median annual salary (50th Percentile) £85,000 £77,500 £72,500
Median % change year-on-year +9.68% +6.90% -3.33%
75th Percentile £110,000 £111,250 £86,250
90th Percentile £135,000 £250,000 £115,000
England median annual salary £80,000 £75,000 £72,500
% change year-on-year +6.67% +3.45% +7.41%

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 7,067 3,435 7,616
As % of all permanent IT jobs advertised in London 13.84% 14.29% 14.84%
Number of salaries quoted 4,405 2,856 6,299
10th Percentile £37,500 £41,250 £32,500
25th Percentile £48,750 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £65,000 £60,750
Median % change year-on-year - +7.00% +1.25%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £102,500 £100,000 £95,000
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 January 2022.

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 January 2022. 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
Jobs
Central London -23 26 £81,250 -16.67% 8
South London -16 7 £45,000 -
East London -33 2 £72,500 +3.57% 1
West London -70 2 - - 1
Apache Airflow
England

For the 6 months to 22 January 2022, 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.

1 291 (87.39%) Python
2 213 (63.96%) AWS
3 184 (55.26%) GCP
4 176 (52.85%) SQL
5 166 (49.85%) Kafka
6 165 (49.55%) Apache Spark
7 159 (47.75%) Data Science
8 150 (45.05%) Data Engineering
9 143 (42.94%) ETL
10 139 (41.74%) Azure
11 137 (41.14%) Data Pipeline
12 131 (39.34%) Data Warehouse
13 130 (39.04%) CI/CD
14 127 (38.14%) Docker
15 123 (36.94%) Agile Software Development
15 123 (36.94%) Big Data
16 120 (36.04%) DevOps
16 120 (36.04%) Kubernetes
17 118 (35.44%) Analytics
18 101 (30.33%) Hadoop
18 101 (30.33%) Java
19 100 (30.03%) Terraform
20 96 (28.83%) Apache
21 90 (27.03%) Snowflake
22 82 (24.62%) Data Architecture
23 81 (24.32%) BigQuery
24 76 (22.82%) Machine Learning
25 73 (21.92%) PostgreSQL
26 72 (21.62%) Finance
27 71 (21.32%) NoSQL

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
1 165 (49.55%) Apache Spark
2 96 (28.83%) Apache
3 41 (12.31%) Luigi
4 37 (11.11%) Confluence
5 29 (8.71%) Elasticsearch
6 9 (2.70%) Apache Pulsar
6 9 (2.70%) Jupyter
7 7 (2.10%) Gunicorn
8 5 (1.50%) Apache Pig
9 2 (0.60%) nginx
10 1 (0.30%) CMS
Applications
1 1 (0.30%) Microsoft Excel
Business Applications
1 1 (0.30%) Sentinel
Cloud Services
1 213 (63.96%) AWS
2 184 (55.26%) GCP
3 139 (41.74%) Azure
4 90 (27.03%) Snowflake
5 47 (14.11%) Amazon S3
6 45 (13.51%) Power Platform
7 37 (11.11%) Serverless
8 35 (10.51%) Amazon Kinesis
9 28 (8.41%) dbt
9 28 (8.41%) GitHub
10 25 (7.51%) Amazon EC2
11 17 (5.11%) Amazon EMR
11 17 (5.11%) AWS Step Functions
12 14 (4.20%) AWS Lambda
12 14 (4.20%) Matillion
13 13 (3.90%) SaaS
14 11 (3.30%) Apigee
14 11 (3.30%) Azure Synapse Analytics
15 10 (3.00%) GitHub Actions
16 9 (2.70%) Google Compute Engine
Communications & Networking
1 13 (3.90%) HTTP
2 3 (0.90%) Cisco IPT
2 3 (0.90%) Kerberos
3 1 (0.30%) DNS
3 1 (0.30%) Firewall
3 1 (0.30%) SSH
Database & Business Intelligence
1 131 (39.34%) Data Warehouse
2 123 (36.94%) Big Data
3 101 (30.33%) Hadoop
4 81 (24.32%) BigQuery
5 73 (21.92%) PostgreSQL
6 71 (21.32%) NoSQL
7 68 (20.42%) MongoDB
8 57 (17.12%) Data Lake
9 52 (15.62%) Amazon Redshift
10 45 (13.51%) Power BI
11 44 (13.21%) MySQL
11 44 (13.21%) Tableau
12 43 (12.91%) Amazon Athena
13 42 (12.61%) Relational Database
14 36 (10.81%) Looker
15 35 (10.51%) Apache Cassandra
16 33 (9.91%) Metadata
17 29 (8.71%) Amazon RDS
18 23 (6.91%) Amazon DynamoDB
19 20 (6.01%) Apache Hive
Development Applications
1 54 (16.22%) Jenkins
2 41 (12.31%) Git (software)
3 38 (11.41%) JIRA
4 27 (8.11%) CircleCI
5 15 (4.50%) Bitbucket
6 5 (1.50%) git-flow
7 4 (1.20%) MLflow
8 3 (0.90%) GitLab
8 3 (0.90%) RStudio
8 3 (0.90%) Subversion
9 2 (0.60%) Artifactory
9 2 (0.60%) Sonatype Nexus
10 1 (0.30%) GoCD
10 1 (0.30%) IntelliJ
10 1 (0.30%) Maven
10 1 (0.30%) PyCharm
10 1 (0.30%) Team Foundation Server
10 1 (0.30%) webpack
General
1 72 (21.62%) Finance
2 66 (19.82%) Social Skills
3 29 (8.71%) Marketing
4 26 (7.81%) Games
5 25 (7.51%) Analytical Skills
6 24 (7.21%) Inclusion and Diversity
7 15 (4.50%) Retail
8 11 (3.30%) Front Office
9 8 (2.40%) Banking
10 7 (2.10%) Publishing
11 5 (1.50%) Financial Institution
12 3 (0.90%) Advertising
12 3 (0.90%) Law
13 2 (0.60%) Humanities
13 2 (0.60%) iGaming
13 2 (0.60%) Investment Banking
13 2 (0.60%) Organisational Skills
13 2 (0.60%) Social Science
14 1 (0.30%) German Language
14 1 (0.30%) Presentation Skills
Job Titles
1 205 (61.56%) Data Engineer
2 35 (10.51%) Senior Data Engineer
3 34 (10.21%) Software Engineer
4 25 (7.51%) Python Engineer
5 22 (6.61%) Developer
6 14 (4.20%) Python Developer
7 11 (3.30%) Principal Engineer
8 10 (3.00%) Data Manager
8 10 (3.00%) Developer/Software Engineer
8 10 (3.00%) Python Software Engineer
9 8 (2.40%) Engineering Manager
9 8 (2.40%) Senior Software Engineer
10 7 (2.10%) Architect
10 7 (2.10%) AWS Engineer
11 6 (1.80%) Machine Learning Engineer
11 6 (1.80%) Scala Engineer
11 6 (1.80%) Senior Developer
12 5 (1.50%) Consultant
12 5 (1.50%) Data Architect
12 5 (1.50%) Lead Developer
Libraries, Frameworks & Software Standards
1 166 (49.85%) Kafka
2 39 (11.71%) Apache Beam
3 28 (8.41%) React
4 27 (8.11%) REST
5 25 (7.51%) Pandas
6 22 (6.61%) AngularJS
7 20 (6.01%) Apache NiFi
8 17 (5.11%) GraphQL
9 16 (4.80%) RESTful
10 15 (4.50%) WebSockets
10 15 (4.50%) XML
11 13 (3.90%) NumPy
11 13 (3.90%) OpenAPI
11 13 (3.90%) RabbitMQ
11 13 (3.90%) SOAP
11 13 (3.90%) Swagger
12 12 (3.60%) Akka
13 11 (3.30%) Elastic Stack
14 10 (3.00%) PySpark
14 10 (3.00%) Vue.js
Miscellaneous
1 36 (10.81%) Algorithms
2 23 (6.91%) Self-Motivation
3 18 (5.41%) Cloud Native
4 15 (4.50%) Data Structures
5 14 (4.20%) User Experience
6 13 (3.90%) Data Centre
6 13 (3.90%) Derivative
6 13 (3.90%) Fixed Income
6 13 (3.90%) Hedge funds
7 9 (2.70%) Blog
8 8 (2.40%) Management Information System
9 6 (1.80%) Greenfield Project
9 6 (1.80%) Virtual Team
10 5 (1.50%) FMCG
11 3 (0.90%) Analytical Mindset
11 3 (0.90%) Equities
11 3 (0.90%) Public Cloud
12 2 (0.60%) Clustering
12 2 (0.60%) Foreign Exchange (FX)
12 2 (0.60%) Online Games
Operating Systems
1 26 (7.81%) Linux
2 17 (5.11%) Unix
3 3 (0.90%) Windows
4 1 (0.30%) CentOS
4 1 (0.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 159 (47.75%) Data Science
2 150 (45.05%) Data Engineering
3 143 (42.94%) ETL
4 137 (41.14%) Data Pipeline
5 130 (39.04%) CI/CD
6 123 (36.94%) Agile Software Development
7 120 (36.04%) DevOps
8 118 (35.44%) Analytics
9 82 (24.62%) Data Architecture
10 76 (22.82%) Machine Learning
11 69 (20.72%) Data Management
11 69 (20.72%) Software Engineering
12 68 (20.42%) Artificial Intelligence
13 61 (18.32%) Business Intelligence
14 60 (18.02%) Data Modelling
15 59 (17.72%) Infrastructure as Code
16 50 (15.02%) Visualisation
17 45 (13.51%) Problem-Solving
18 43 (12.91%) Coaching
18 43 (12.91%) DataOps
Programming Languages
1 291 (87.39%) Python
2 176 (52.85%) SQL
3 101 (30.33%) Java
4 64 (19.22%) Scala
5 45 (13.51%) Go
6 37 (11.11%) Bash
7 24 (7.21%) PowerShell
7 24 (7.21%) R
8 22 (6.61%) C++
9 19 (5.71%) JavaScript
10 15 (4.50%) Ruby
11 12 (3.60%) C#
12 11 (3.30%) Shell Script
12 11 (3.30%) TypeScript
13 7 (2.10%) Kotlin
14 6 (1.80%) PHP
15 4 (1.20%) T-SQL
16 3 (0.90%) Java 8
16 3 (0.90%) PL/SQL
17 2 (0.60%) Cython
Qualifications
1 23 (6.91%) Degree
2 13 (3.90%) Computer Science Degree
3 3 (0.90%) (ISC)2 CCSP
3 3 (0.90%) AWS Certification
3 3 (0.90%) Cisco Certification
3 3 (0.90%) CISSP
4 1 (0.30%) Master's Degree
4 1 (0.30%) TOGAF Certification
Quality Assurance & Compliance
1 26 (7.81%) Data Quality
2 20 (6.01%) QA
3 18 (5.41%) GDPR
4 7 (2.10%) GRC
5 4 (1.20%) GxP
6 2 (0.60%) PCI DSS
System Software
1 127 (38.14%) Docker
2 15 (4.50%) Apache Flume
3 2 (0.60%) Samba
Systems Management
1 120 (36.04%) Kubernetes
2 100 (30.03%) Terraform
3 22 (6.61%) Ansible
4 18 (5.41%) Prometheus
5 17 (5.11%) Grafana
6 16 (4.80%) Oozie
7 8 (2.40%) Kubeflow
8 4 (1.20%) Opscode Chef
9 2 (0.60%) Ambari
9 2 (0.60%) Hadoop YARN
9 2 (0.60%) Puppet
9 2 (0.60%) vRealize Orchestrator
Vendors
1 70 (21.02%) Google
2 22 (6.61%) Databricks
3 21 (6.31%) Microsoft
4 17 (5.11%) Cloudera
5 12 (3.60%) Atlassian
6 6 (1.80%) Samsung
6 6 (1.80%) Teradata
7 4 (1.20%) Hortonworks
7 4 (1.20%) Oracle
7 4 (1.20%) Salesforce.com
8 3 (0.90%) IBM
8 3 (0.90%) Talend
9 2 (0.60%) VMware
10 1 (0.30%) BiZZdesign
10 1 (0.30%) CA Agile Central
10 1 (0.30%) Cadence
10 1 (0.30%) Cognos
10 1 (0.30%) Facebook
10 1 (0.30%) Hitachi
10 1 (0.30%) Spotify