Period
to 19 September 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 19 September 2021 with a comparison to the same period in the previous 2 years.

Apache Airflow
England > London
6 months to
19 Sep 2021
Same period 2020 Same period 2019
Rank 371 404 623
Rank change year-on-year +33 +219 +167
Permanent jobs citing Apache Airflow 407 73 112
As % of all permanent jobs advertised in London 0.84% 0.36% 0.20%
As % of the Application Platforms category 5.70% 2.26% 1.28%
Number of salaries quoted 238 68 99
10th Percentile £57,500 £47,500 £53,250
25th Percentile £65,125 £51,875 £61,250
Median annual salary (50th Percentile) £82,500 £71,250 £72,500
Median % change year-on-year +15.79% -1.72% +11.54%
75th Percentile £105,000 £90,313 £82,500
90th Percentile £130,000 £147,500 £92,500
England median annual salary £80,000 £65,000 £72,500
% change year-on-year +23.08% -10.34% +11.54%

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 7,137 3,232 8,780
As % of all permanent IT jobs advertised in London 14.73% 15.75% 15.71%
Number of salaries quoted 4,399 2,660 7,182
10th Percentile £40,000 £41,250 £32,500
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £67,500 £67,500 £62,500
Median % change year-on-year - +8.00% +4.17%
75th Percentile £85,000 £85,000 £80,000
90th Percentile £101,250 £103,750 £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 19 September 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 19 September 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 -39 32 £76,500 -4.38% 8
South London - 5 - -
West London -61 4 £52,500 -36.36% 6
East London - 3 £70,000 - 2
Apache Airflow
England

For the 6 months to 19 September 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.

1 360 (88.45%) Python
2 298 (73.22%) AWS
3 255 (62.65%) SQL
4 205 (50.37%) GCP
5 192 (47.17%) Data Science
6 180 (44.23%) ETL
7 175 (43.00%) Analytics
8 174 (42.75%) Big Data
9 167 (41.03%) Docker
10 166 (40.79%) Data Warehouse
11 165 (40.54%) Kubernetes
12 162 (39.80%) Azure
13 155 (38.08%) Kafka
14 147 (36.12%) Data Engineering
15 142 (34.89%) Business Intelligence
16 141 (34.64%) Apache Spark
17 139 (34.15%) DevOps
18 133 (32.68%) Data Pipeline
19 132 (32.43%) Terraform
20 129 (31.70%) Agile Software Development
21 126 (30.96%) Java
22 124 (30.47%) Google
23 112 (27.52%) Machine Learning
24 111 (27.27%) Finance
25 108 (26.54%) Apache
26 88 (21.62%) BigQuery
27 87 (21.38%) Artificial Intelligence
28 86 (21.13%) Serverless
29 85 (20.88%) Hadoop
30 81 (19.90%) Snowflake

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
1 141 (34.64%) Apache Spark
2 108 (26.54%) Apache
3 52 (12.78%) Luigi
4 23 (5.65%) Gunicorn
5 21 (5.16%) Elasticsearch
6 16 (3.93%) Apache Pig
6 16 (3.93%) Confluence
7 4 (0.98%) Oracle Workflow
8 1 (0.25%) Apache Pulsar
8 1 (0.25%) CMS
8 1 (0.25%) SAS
Cloud Services
1 298 (73.22%) AWS
2 205 (50.37%) GCP
3 162 (39.80%) Azure
4 86 (21.13%) Serverless
5 81 (19.90%) Snowflake
6 50 (12.29%) Amazon Kinesis
6 50 (12.29%) Power Platform
7 41 (10.07%) Amazon S3
8 38 (9.34%) dbt
9 37 (9.09%) AWS Lambda
10 36 (8.85%) Cloud Functions
11 31 (7.62%) SaaS
12 24 (5.90%) GitHub
13 22 (5.41%) Amazon EMR
14 14 (3.44%) Amazon EC2
14 14 (3.44%) PaaS
15 12 (2.95%) Amazon SQS
16 11 (2.70%) Cloud Computing
17 9 (2.21%) AWS Step Functions
17 9 (2.21%) Google Analytics
Communications & Networking
1 16 (3.93%) Firewall
2 9 (2.21%) HTTP
3 3 (0.74%) 5G
3 3 (0.74%) Broadband
4 1 (0.25%) DNS
4 1 (0.25%) Kerberos
4 1 (0.25%) SSH
Database & Business Intelligence
1 174 (42.75%) Big Data
2 166 (40.79%) Data Warehouse
3 88 (21.62%) BigQuery
4 85 (20.88%) Hadoop
5 69 (16.95%) PostgreSQL
6 66 (16.22%) Amazon Redshift
7 63 (15.48%) NoSQL
8 52 (12.78%) Tableau
9 50 (12.29%) Data Lake
9 50 (12.29%) Metadata
9 50 (12.29%) Power BI
10 45 (11.06%) Amazon Athena
11 39 (9.58%) Relational Database
12 36 (8.85%) Looker
13 28 (6.88%) Amazon Aurora
14 27 (6.63%) Amazon DynamoDB
15 24 (5.90%) Amazon RDS
15 24 (5.90%) Apache Hive
16 20 (4.91%) MySQL
16 20 (4.91%) SQL Server Integration Services
Development Applications
1 64 (15.72%) Jenkins
2 26 (6.39%) Git (software)
3 24 (5.90%) CircleCI
4 19 (4.67%) JIRA
5 5 (1.23%) Bitbucket
6 4 (0.98%) Oracle APEX
7 3 (0.74%) GitLab
8 2 (0.49%) Cypress.io
8 2 (0.49%) ER Studio
8 2 (0.49%) ERwin
8 2 (0.49%) PowerDesigner
8 2 (0.49%) webpack
9 1 (0.25%) Arsenale Dataplane
9 1 (0.25%) GoCD
9 1 (0.25%) IntelliJ
9 1 (0.25%) Maven
9 1 (0.25%) PyCharm
9 1 (0.25%) Sonatype Nexus
9 1 (0.25%) Subversion
9 1 (0.25%) TeamCity
General
1 111 (27.27%) Finance
2 63 (15.48%) Social Skills
3 31 (7.62%) Analytical Skills
4 29 (7.13%) Front Office
5 21 (5.16%) Marketing
6 15 (3.69%) Retail
6 15 (3.69%) Russian Language
7 10 (2.46%) Advertising
8 8 (1.97%) Banking
9 7 (1.72%) Law
9 7 (1.72%) Telecoms
10 5 (1.23%) Games
11 2 (0.49%) Automotive
11 2 (0.49%) Legal
12 1 (0.25%) Financial Institution
12 1 (0.25%) German Language
12 1 (0.25%) Organisational Skills
12 1 (0.25%) Presentation Skills
12 1 (0.25%) Public Sector
12 1 (0.25%) Publishing
Job Titles
1 184 (45.21%) Data Engineer
2 61 (14.99%) Senior Data Engineer
3 55 (13.51%) Python Engineer
4 50 (12.29%) Developer
5 40 (9.83%) Software Engineer
6 32 (7.86%) Python Developer
6 32 (7.86%) Scala Engineer
7 28 (6.88%) Big Data Engineer
7 28 (6.88%) Developer/Software Engineer
8 22 (5.41%) Python Software Engineer
9 16 (3.93%) Senior Developer
10 15 (3.69%) Machine Learning Engineer
10 15 (3.69%) Senior Software Engineer
11 14 (3.44%) Data Manager
11 14 (3.44%) Lead Developer
11 14 (3.44%) Lead Software Developer
11 14 (3.44%) Lead Software Engineer
11 14 (3.44%) Senior Software Developer
12 13 (3.19%) DevOps Engineer
13 12 (2.95%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 155 (38.08%) Kafka
2 64 (15.72%) Apache Beam
3 53 (13.02%) REST
4 36 (8.85%) Web Services
5 35 (8.60%) Pandas
6 34 (8.35%) Akka
6 34 (8.35%) RESTful
7 30 (7.37%) AngularJS
7 30 (7.37%) NumPy
7 30 (7.37%) React
8 28 (6.88%) Vue.js
9 24 (5.90%) Node.js
10 23 (5.65%) pytest
11 20 (4.91%) Dask
12 16 (3.93%) Ember.js
12 16 (3.93%) PySpark
12 16 (3.93%) Serverless Framework
13 11 (2.70%) XML
14 10 (2.46%) Zuul
15 9 (2.21%) gRPC
Miscellaneous
1 41 (10.07%) Data Structures
2 40 (9.83%) Hedge funds
3 38 (9.34%) Algorithms
4 36 (8.85%) Derivative
5 35 (8.60%) Fixed Income
6 17 (4.18%) Self-Motivation
7 16 (3.93%) Linux Command Line
8 14 (3.44%) Greenfield Project
9 9 (2.21%) Equities
10 7 (1.72%) User Experience
11 6 (1.47%) Cloud Native
11 6 (1.47%) Data Centre
11 6 (1.47%) Management Information System
11 6 (1.47%) Virtual Team
12 5 (1.23%) Enterprise Cloud
13 3 (0.74%) Reference Data
13 3 (0.74%) Social Media
13 3 (0.74%) Video Conferencing
14 2 (0.49%) Clustering
14 2 (0.49%) FMCG
Operating Systems
1 59 (14.50%) Linux
2 19 (4.67%) Unix
3 2 (0.49%) Windows
4 1 (0.25%) CentOS
4 1 (0.25%) Red Hat Enterprise Linux
Processes & Methodologies
1 192 (47.17%) Data Science
2 180 (44.23%) ETL
3 175 (43.00%) Analytics
4 147 (36.12%) Data Engineering
5 142 (34.89%) Business Intelligence
6 139 (34.15%) DevOps
7 133 (32.68%) Data Pipeline
8 129 (31.70%) Agile Software Development
9 112 (27.52%) Machine Learning
10 87 (21.38%) Artificial Intelligence
11 74 (18.18%) Infrastructure as Code
12 71 (17.44%) Data Modelling
13 65 (15.97%) Data Management
13 65 (15.97%) Open Source
14 63 (15.48%) Workflow
15 61 (14.99%) Data Architecture
15 61 (14.99%) Software Engineering
16 46 (11.30%) Fintech
17 43 (10.57%) Data Ingestion
18 40 (9.83%) Data Transformation
Programming Languages
1 360 (88.45%) Python
2 255 (62.65%) SQL
3 126 (30.96%) Java
4 80 (19.66%) Scala
5 32 (7.86%) Bash Shell
5 32 (7.86%) JavaScript
6 30 (7.37%) Kotlin
7 24 (5.90%) C#
8 23 (5.65%) Go
9 19 (4.67%) R
10 17 (4.18%) Shell Script
11 11 (2.70%) PowerShell
12 7 (1.72%) PL/SQL
13 5 (1.23%) PHP
14 4 (0.98%) C++
14 4 (0.98%) Ruby
15 3 (0.74%) Clojure
16 2 (0.49%) T-SQL
17 1 (0.25%) LookML
Qualifications
1 20 (4.91%) Degree
2 6 (1.47%) Computer Science Degree
3 1 (0.25%) Master's Degree
3 1 (0.25%) SAS Certification
3 1 (0.25%) TOGAF Certification
Quality Assurance & Compliance
1 52 (12.78%) GDPR
2 36 (8.85%) Data Quality
3 33 (8.11%) QA
4 23 (5.65%) GRC
System Software
1 167 (41.03%) Docker
2 4 (0.98%) Apache Flume
3 2 (0.49%) HDFS
Systems Management
1 165 (40.54%) Kubernetes
2 132 (32.43%) Terraform
3 43 (10.57%) Prometheus
4 33 (8.11%) Grafana
5 29 (7.13%) Opscode Chef
6 27 (6.63%) Puppet
7 20 (4.91%) Ansible
8 6 (1.47%) Argo
9 4 (0.98%) Hadoop YARN
10 3 (0.74%) Kubeflow
10 3 (0.74%) Oozie
11 1 (0.25%) Ambari
Vendors
1 124 (30.47%) Google
2 18 (4.42%) Microsoft
3 13 (3.19%) Oracle
4 12 (2.95%) Samsung
5 10 (2.46%) Talend
6 8 (1.97%) Teradata
7 7 (1.72%) Salesforce.com
8 6 (1.47%) Databricks
9 5 (1.23%) Atlassian
9 5 (1.23%) Cloudera
9 5 (1.23%) StreamSets
10 4 (0.98%) BT
10 4 (0.98%) Informatica
10 4 (0.98%) Instagram
10 4 (0.98%) Sybase
11 3 (0.74%) IBM
12 2 (0.49%) Hortonworks
12 2 (0.49%) MKS
13 1 (0.25%) BiZZdesign
13 1 (0.25%) CA Agile Central