Period
to 24 July 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 24 July 2021 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK > England
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 532 632 1027
Rank change year-on-year +100 +395 +135
Permanent jobs citing Apache Airflow 479 143 75
As % of all permanent jobs advertised in England 0.48% 0.22% 0.056%
As % of the Application Platforms category 3.48% 1.55% 0.37%
Number of salaries quoted 280 123 62
10th Percentile £49,850 £44,250 £51,250
25th Percentile £62,500 £55,000 £60,313
Median annual salary (50th Percentile) £80,000 £70,000 £76,250
Median % change year-on-year +14.29% -8.20% +17.31%
75th Percentile £95,000 £87,500 £87,500
90th Percentile £119,375 £93,750 £94,750
UK median annual salary £80,000 £70,000 £75,000
% change year-on-year +14.29% -6.67% +15.38%

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 England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 13,758 9,242 20,042
As % of all permanent IT jobs advertised in England 13.72% 14.18% 14.99%
Number of salaries quoted 9,266 7,433 16,042
10th Percentile £31,250 £31,250 £28,500
25th Percentile £40,500 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £53,000 £52,000
Median % change year-on-year +3.77% +1.92% +4.00%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £88,750 £88,950 £85,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Apache Airflow
Job Vacancy Trend in England

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

Job vacancy trend for Apache Airflow in England

Apache Airflow
Salary Trend in England

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

Salary trend for Apache Airflow in England

Apache Airflow
Salary Histogram in England

Salary distribution for jobs citing Apache Airflow in England over the 6 months to 24 July 2021.

Salary histogram for Apache Airflow in England

Apache Airflow
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Airflow within the England region over the 6 months to 24 July 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
London +118 419 £80,000 +3.23% 44
East of England -26 19 £85,000 +21.43% 6
South East -76 10 £70,000 +7.69% 6
North of England -56 7 £57,500 +4.55% 7
North West -32 4 £57,500 +4.55% 3
Midlands - 4 £40,000 - 2
South West -70 3 £43,500 -1.14%
West Midlands - 3 £40,000 - 2
Yorkshire - 3 £40,000 - 2
East Midlands - 1 - -
Apache Airflow
UK

For the 6 months to 24 July 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 England region with a requirement for Apache Airflow.

1 430 (89.77%) Python
2 356 (74.32%) AWS
3 313 (65.34%) SQL
4 233 (48.64%) Big Data
5 216 (45.09%) GCP
6 210 (43.84%) Analytics
7 207 (43.22%) ETL
8 201 (41.96%) Data Science
9 191 (39.87%) Data Pipeline
10 188 (39.25%) Kubernetes
11 166 (34.66%) Data Warehouse
11 166 (34.66%) Azure
12 162 (33.82%) Business Intelligence
13 158 (32.99%) Apache Spark
14 156 (32.57%) Docker
15 151 (31.52%) Kafka
16 149 (31.11%) Data Engineering
17 146 (30.48%) Google
18 140 (29.23%) DevOps
19 133 (27.77%) Machine Learning
20 130 (27.14%) Terraform
21 129 (26.93%) Apache
22 123 (25.68%) Java
23 118 (24.63%) Agile Software Development
24 99 (20.67%) Finance
25 95 (19.83%) BigQuery
26 94 (19.62%) Amazon Redshift
26 94 (19.62%) Serverless
27 93 (19.42%) Hadoop
28 86 (17.95%) Data Modelling

Apache Airflow
Co-occurring IT Skills in England 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
1 158 (32.99%) Apache Spark
2 129 (26.93%) Apache
3 65 (13.57%) Luigi
4 22 (4.59%) Elasticsearch
5 21 (4.38%) Apache Pig
6 17 (3.55%) Gunicorn
7 10 (2.09%) Confluence
8 6 (1.25%) Jupyter
9 4 (0.84%) Oracle Workflow
10 2 (0.42%) Tomcat
11 1 (0.21%) Apache Pulsar
11 1 (0.21%) CMS
11 1 (0.21%) SAS
Business Applications
1 3 (0.63%) Shopify
2 2 (0.42%) Sentinel
Cloud Services
1 356 (74.32%) AWS
2 216 (45.09%) GCP
3 166 (34.66%) Azure
4 94 (19.62%) Serverless
5 76 (15.87%) Snowflake
6 58 (12.11%) Amazon Kinesis
7 56 (11.69%) dbt
8 54 (11.27%) Amazon S3
9 44 (9.19%) Power Platform
10 42 (8.77%) AWS Lambda
11 38 (7.93%) Cloud Functions
12 29 (6.05%) GitHub
13 27 (5.64%) SaaS
14 22 (4.59%) Amazon EMR
15 21 (4.38%) Amazon EC2
16 19 (3.97%) Fivetran
17 17 (3.55%) Amazon SQS
18 16 (3.34%) Amazon ECS
19 15 (3.13%) Cloud Computing
20 12 (2.51%) PaaS
Communications & Networking
1 28 (5.85%) Firewall
2 9 (1.88%) HTTP
3 7 (1.46%) SSH
4 4 (0.84%) 802.11
4 4 (0.84%) RFID
4 4 (0.84%) TCP/IP
4 4 (0.84%) Wireless
5 3 (0.63%) 5G
5 3 (0.63%) Broadband
Database & Business Intelligence
1 233 (48.64%) Big Data
2 166 (34.66%) Data Warehouse
3 95 (19.83%) BigQuery
4 94 (19.62%) Amazon Redshift
5 93 (19.42%) Hadoop
6 83 (17.33%) PostgreSQL
7 71 (14.82%) NoSQL
8 61 (12.73%) Metadata
9 54 (11.27%) Apache Hive
10 50 (10.44%) Tableau
11 44 (9.19%) Power BI
12 43 (8.98%) Looker
13 42 (8.77%) Presto
14 40 (8.35%) Data Lake
15 35 (7.31%) Amazon Athena
16 31 (6.47%) Relational Database
17 28 (5.85%) Amazon DynamoDB
18 26 (5.43%) Amazon RDS
19 25 (5.22%) SQL Server
20 23 (4.80%) Azkaban
Development Applications
1 60 (12.53%) Jenkins
2 29 (6.05%) CircleCI
3 27 (5.64%) Git (software)
4 21 (4.38%) JIRA
5 6 (1.25%) Octopus Deploy
6 5 (1.04%) GitLab
7 4 (0.84%) Arsenale Dataplane
7 4 (0.84%) Artifactory
7 4 (0.84%) Oracle APEX
7 4 (0.84%) Sonatype Nexus
8 2 (0.42%) Cypress.io
8 2 (0.42%) ER Studio
8 2 (0.42%) ERwin
8 2 (0.42%) PowerDesigner
8 2 (0.42%) webpack
9 1 (0.21%) Bitbucket
9 1 (0.21%) GoCD
9 1 (0.21%) Selenium
9 1 (0.21%) TeamCity
General
1 99 (20.67%) Finance
2 74 (15.45%) Social Skills
3 31 (6.47%) Analytical Skills
4 22 (4.59%) Front Office
5 18 (3.76%) Retail
6 16 (3.34%) Banking
7 15 (3.13%) Russian Language
8 13 (2.71%) Advertising
8 13 (2.71%) Marketing
9 8 (1.67%) Telecoms
10 4 (0.84%) Czech Language
10 4 (0.84%) Law
11 3 (0.63%) Financial Institution
11 3 (0.63%) Investment Banking
12 2 (0.42%) Automotive
12 2 (0.42%) Legal
12 2 (0.42%) Publishing
Job Titles
1 236 (49.27%) Data Engineer
2 71 (14.82%) Python Engineer
3 70 (14.61%) Senior Data Engineer
4 57 (11.90%) Developer
5 36 (7.52%) Big Data Engineer
6 34 (7.10%) Scala Engineer
7 30 (6.26%) Python Developer
8 28 (5.85%) Software Engineer
9 22 (4.59%) AWS Engineer
10 20 (4.18%) Developer/Software Engineer
10 20 (4.18%) Machine Learning Engineer
11 14 (2.92%) Python Software Engineer
11 14 (2.92%) Senior Developer
12 13 (2.71%) Business Intelligence Developer
12 13 (2.71%) Operations Engineer
13 12 (2.51%) Senior Operations Engineer
13 12 (2.51%) Senior Software Engineer
14 11 (2.30%) Analyst
14 11 (2.30%) DevOps Engineer
15 10 (2.09%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 151 (31.52%) Kafka
2 65 (13.57%) Apache Beam
3 52 (10.86%) Pandas
4 44 (9.19%) REST
5 42 (8.77%) NumPy
6 34 (7.10%) Akka
7 28 (5.85%) React
8 27 (5.64%) Node.js
8 27 (5.64%) Web Services
9 26 (5.43%) RESTful
10 25 (5.22%) PySpark
11 22 (4.59%) AngularJS
12 20 (4.18%) Vue.js
13 19 (3.97%) Dask
13 19 (3.97%) Velocity
14 17 (3.55%) Django
14 17 (3.55%) pytest
15 16 (3.34%) Ember.js
15 16 (3.34%) Serverless Framework
16 14 (2.92%) Spark Streaming
Miscellaneous
1 46 (9.60%) Data Structures
2 41 (8.56%) Algorithms
3 39 (8.14%) Hedge funds
4 29 (6.05%) Linux Command Line
5 26 (5.43%) Derivative
5 26 (5.43%) Fixed Income
6 19 (3.97%) Self-Motivation
7 14 (2.92%) Equities
8 13 (2.71%) Greenfield Project
9 12 (2.51%) User Experience
10 10 (2.09%) Blog
11 8 (1.67%) Enterprise Cloud
12 7 (1.46%) Management Information System
12 7 (1.46%) Media Streaming
13 6 (1.25%) Mobile App
13 6 (1.25%) Podcast
13 6 (1.25%) Renewable Energy
13 6 (1.25%) Virtual Team
14 5 (1.04%) Smart Meter
15 4 (0.84%) Cloud Native
Operating Systems
1 83 (17.33%) Linux
2 12 (2.51%) Unix
Processes & Methodologies
1 210 (43.84%) Analytics
2 207 (43.22%) ETL
3 201 (41.96%) Data Science
4 191 (39.87%) Data Pipeline
5 162 (33.82%) Business Intelligence
6 149 (31.11%) Data Engineering
7 140 (29.23%) DevOps
8 133 (27.77%) Machine Learning
9 118 (24.63%) Agile Software Development
10 86 (17.95%) Data Modelling
11 80 (16.70%) Open Source
12 79 (16.49%) Infrastructure as Code
13 77 (16.08%) Artificial Intelligence
14 76 (15.87%) Workflow
15 72 (15.03%) Data Management
16 66 (13.78%) Data Transformation
17 63 (13.15%) Software Engineering
18 62 (12.94%) Data Architecture
19 59 (12.32%) Continuous Delivery
20 50 (10.44%) Continuous Integration
Programming Languages
1 430 (89.77%) Python
2 313 (65.34%) SQL
3 123 (25.68%) Java
4 77 (16.08%) Scala
5 31 (6.47%) Bash Shell
6 29 (6.05%) R
7 26 (5.43%) JavaScript
8 24 (5.01%) Kotlin
9 23 (4.80%) C#
10 22 (4.59%) Go
11 13 (2.71%) Shell Script
12 10 (2.09%) C++
13 8 (1.67%) PHP
13 8 (1.67%) PowerShell
14 5 (1.04%) PL/SQL
15 4 (0.84%) C
16 3 (0.63%) Clojure
17 2 (0.42%) TypeScript
18 1 (0.21%) ANSI SQL
Qualifications
1 30 (6.26%) Degree
2 14 (2.92%) Computer Science Degree
3 2 (0.42%) PhD
4 1 (0.21%) SAS Certification
Quality Assurance & Compliance
1 55 (11.48%) GDPR
2 37 (7.72%) Data Quality
3 23 (4.80%) QA
4 17 (3.55%) GRC
System Software
1 156 (32.57%) Docker
2 2 (0.42%) Apache Flume
2 2 (0.42%) HDFS
Systems Management
1 188 (39.25%) Kubernetes
2 130 (27.14%) Terraform
3 45 (9.39%) Prometheus
4 36 (7.52%) Grafana
5 27 (5.64%) Opscode Chef
6 26 (5.43%) Puppet
7 16 (3.34%) Hadoop YARN
8 14 (2.92%) Ansible
9 6 (1.25%) Argo
9 6 (1.25%) Consul
9 6 (1.25%) Packer
10 4 (0.84%) Ambari
10 4 (0.84%) Oozie
11 3 (0.63%) Kubeflow
Vendors
1 146 (30.48%) Google
2 14 (2.92%) Microsoft
3 13 (2.71%) Oracle
4 12 (2.51%) Cloudera
5 10 (2.09%) Talend
6 7 (1.46%) Informatica
6 7 (1.46%) Samsung
7 6 (1.25%) Hortonworks
7 6 (1.25%) StreamSets
8 4 (0.84%) BT
8 4 (0.84%) Databricks
8 4 (0.84%) Instagram
8 4 (0.84%) Sybase
8 4 (0.84%) Teradata
9 3 (0.63%) Salesforce.com
10 2 (0.42%) MKS
11 1 (0.21%) Atlassian
11 1 (0.21%) Cognos
11 1 (0.21%) SAP
11 1 (0.21%) Snowplow