Period
to 16 May 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 16 May 2021 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK > England
6 months to
16 May 2021
Same period 2020 Same period 2019
Rank 543 715 1021
Rank change year-on-year +172 +306 +119
Permanent jobs citing Apache Airflow 327 186 63
As % of all permanent jobs advertised in England 0.41% 0.21% 0.047%
As % of the Application Platforms category 3.00% 1.47% 0.31%
Number of salaries quoted 195 163 48
10th Percentile £50,500 £50,000 £52,125
25th Percentile £61,250 £57,500 £59,688
Median annual salary (50th Percentile) £75,000 £80,000 £77,500
Median % change year-on-year -6.25% +3.23% +12.73%
75th Percentile £90,000 £90,000 £86,563
90th Percentile £117,500 £110,000 £96,500
UK median annual salary £75,000 £80,000 £75,000
% change year-on-year -6.25% +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 10,894 12,678 20,558
As % of all permanent IT jobs advertised in England 13.63% 14.29% 15.38%
Number of salaries quoted 8,184 10,179 16,319
10th Percentile £31,250 £29,750 £28,500
25th Percentile £40,438 £38,750 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £73,750 £71,250 £70,000
90th Percentile £87,500 £87,500 £86,250
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 16 May 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 16 May 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 +142 291 £76,000 -5.00% 33
East of England - 12 £62,500 - 5
South East +49 9 £70,000 +12.00% 1
North of England -3 5 £52,500 -4.55% 5
South West -33 5 £43,500 - 1
Yorkshire - 3 £47,500 -
North West +31 2 £58,750 +6.82% 4
Midlands -6 2 £40,000 -27.27% 2
West Midlands -12 1 £40,000 -27.27% 2
East Midlands - 1 - -
Apache Airflow
UK

For the 6 months to 16 May 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.

1 275 (84.10%) Python
2 222 (67.89%) SQL
3 221 (67.58%) AWS
4 172 (52.60%) Big Data
5 140 (42.81%) GCP
5 140 (42.81%) Analytics
6 134 (40.98%) Data Science
7 131 (40.06%) Data Pipeline
8 125 (38.23%) ETL
9 115 (35.17%) Apache Spark
10 110 (33.64%) DevOps
11 109 (33.33%) Kubernetes
12 108 (33.03%) Google
13 101 (30.89%) Machine Learning
14 96 (29.36%) Business Intelligence
15 93 (28.44%) Data Warehouse
16 86 (26.30%) Kafka
16 86 (26.30%) Azure
17 82 (25.08%) Docker
18 81 (24.77%) Linux
19 80 (24.46%) Terraform
20 78 (23.85%) Data Engineering
21 77 (23.55%) Workflow
22 76 (23.24%) Hadoop
23 71 (21.71%) Java
24 70 (21.41%) Continuous Delivery
24 70 (21.41%) BigQuery
25 66 (20.18%) Luigi
26 65 (19.88%) Continuous Integration
27 64 (19.57%) Agile Software Development

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
1 115 (35.17%) Apache Spark
2 66 (20.18%) Luigi
3 53 (16.21%) Apache
4 22 (6.73%) Apache Pig
5 9 (2.75%) Gunicorn
6 6 (1.83%) Confluence
6 6 (1.83%) Jupyter
7 4 (1.22%) Oracle Workflow
8 3 (0.92%) Elasticsearch
Business Applications
1 4 (1.22%) Shopify
2 2 (0.61%) Sentinel
Cloud Services
1 221 (67.58%) AWS
2 140 (42.81%) GCP
3 86 (26.30%) Azure
4 55 (16.82%) Amazon S3
5 44 (13.46%) Serverless
6 43 (13.15%) Amazon Kinesis
7 25 (7.65%) Power Platform
8 22 (6.73%) Amazon EC2
9 21 (6.42%) AWS Lambda
10 20 (6.12%) Cloud Functions
11 18 (5.50%) Amazon EMR
11 18 (5.50%) SaaS
12 12 (3.67%) Amazon ECS
13 11 (3.36%) GitHub
14 9 (2.75%) Amazon SQS
15 8 (2.45%) Azure Logic Apps
15 8 (2.45%) Google Data Studio
16 6 (1.83%) Amazon EKS
16 6 (1.83%) Google Docs
16 6 (1.83%) Loggly
Communications & Networking
1 38 (11.62%) Firewall
2 7 (2.14%) HTTP
2 7 (2.14%) SSH
3 4 (1.22%) 802.11
3 4 (1.22%) RFID
3 4 (1.22%) TCP/IP
3 4 (1.22%) Wireless
4 3 (0.92%) 5G
4 3 (0.92%) Broadband
4 3 (0.92%) Internet
Database & Business Intelligence
1 172 (52.60%) Big Data
2 93 (28.44%) Data Warehouse
3 76 (23.24%) Hadoop
4 70 (21.41%) BigQuery
5 59 (18.04%) PostgreSQL
6 58 (17.74%) Amazon Redshift
7 47 (14.37%) NoSQL
7 47 (14.37%) Tableau
8 42 (12.84%) Looker
8 42 (12.84%) Snowflake Schema
9 39 (11.93%) Presto
10 34 (10.40%) Azkaban
11 30 (9.17%) Apache Hive
12 26 (7.95%) Amazon RDS
13 25 (7.65%) Power BI
13 25 (7.65%) Relational Database
14 24 (7.34%) SQL Server
15 22 (6.73%) Data Lake
16 20 (6.12%) SQL Server Integration Services
17 17 (5.20%) Amazon DynamoDB
Development Applications
1 27 (8.26%) Jenkins
2 20 (6.12%) Git (software)
3 14 (4.28%) JIRA
4 12 (3.67%) CircleCI
5 6 (1.83%) Octopus Deploy
6 5 (1.53%) GitLab
7 4 (1.22%) Arsenale Dataplane
7 4 (1.22%) Artifactory
7 4 (1.22%) Oracle APEX
7 4 (1.22%) Sonatype Nexus
8 2 (0.61%) ER Studio
8 2 (0.61%) ERwin
8 2 (0.61%) PowerDesigner
9 1 (0.31%) Bitbucket
9 1 (0.31%) Selenium
9 1 (0.31%) SQL Server Management Studio (SSMS)
9 1 (0.31%) TeamCity
General
1 47 (14.37%) Finance
2 19 (5.81%) Social Skills
3 14 (4.28%) Marketing
4 13 (3.98%) Advertising
4 13 (3.98%) Analytical Skills
4 13 (3.98%) Banking
5 10 (3.06%) Retail
6 8 (2.45%) Russian Language
7 6 (1.83%) Telecoms
8 4 (1.22%) Czech Language
8 4 (1.22%) Financial Institution
8 4 (1.22%) Investment Banking
9 3 (0.92%) Legal
10 2 (0.61%) Automotive
10 2 (0.61%) Billing
10 2 (0.61%) Law
11 1 (0.31%) Front Office
Job Titles
1 159 (48.62%) Data Engineer
2 42 (12.84%) Senior Data Engineer
3 38 (11.62%) Developer
4 37 (11.31%) Python Engineer
5 28 (8.56%) Machine Learning Engineer
6 22 (6.73%) Python Developer
7 19 (5.81%) Operations Engineer
8 18 (5.50%) Senior Operations Engineer
9 16 (4.89%) Scala Engineer
10 15 (4.59%) Apache Spark Developer
11 14 (4.28%) Big Data Engineer
12 13 (3.98%) Engineering Manager
13 12 (3.67%) Architect
13 12 (3.67%) Data Architect
14 11 (3.36%) AWS Engineer
15 10 (3.06%) Senior Developer
16 9 (2.75%) Analyst
16 9 (2.75%) Business Intelligence Analyst
16 9 (2.75%) Business Intelligence Developer
16 9 (2.75%) Software Manager
Libraries, Frameworks & Software Standards
1 86 (26.30%) Kafka
2 42 (12.84%) Pandas
3 38 (11.62%) Velocity
4 37 (11.31%) NumPy
5 23 (7.03%) Apache Beam
5 23 (7.03%) REST
6 18 (5.50%) Dask
6 18 (5.50%) Node.js
7 17 (5.20%) PyArrow
8 16 (4.89%) Akka
8 16 (4.89%) PySpark
9 15 (4.59%) Spark Streaming
10 14 (4.28%) Flask
11 13 (3.98%) Django
12 9 (2.75%) pytest
13 7 (2.14%) GraphQL
13 7 (2.14%) gRPC
13 7 (2.14%) JSON
14 6 (1.83%) RabbitMQ
14 6 (1.83%) Sass
Miscellaneous
1 39 (11.93%) Linux Command Line
2 34 (10.40%) Data Structures
3 25 (7.65%) Algorithms
3 25 (7.65%) Hedge funds
4 19 (5.81%) Equities
5 13 (3.98%) Public Cloud
6 12 (3.67%) Self-Motivation
7 10 (3.06%) Blog
7 10 (3.06%) User Experience
8 8 (2.45%) Management Information System
9 7 (2.14%) Data Centre
10 6 (1.83%) Mobile App
10 6 (1.83%) Podcast
11 5 (1.53%) Renewable Energy
11 5 (1.53%) Smart Meter
12 4 (1.22%) SystemC
13 3 (0.92%) Derivative
13 3 (0.92%) Greenfield Project
13 3 (0.92%) Internet of Things
13 3 (0.92%) Social Media
Operating Systems
1 81 (24.77%) Linux
2 5 (1.53%) Unix
Processes & Methodologies
1 140 (42.81%) Analytics
2 134 (40.98%) Data Science
3 131 (40.06%) Data Pipeline
4 125 (38.23%) ETL
5 110 (33.64%) DevOps
6 101 (30.89%) Machine Learning
7 96 (29.36%) Business Intelligence
8 78 (23.85%) Data Engineering
9 77 (23.55%) Workflow
10 70 (21.41%) Continuous Delivery
11 65 (19.88%) Continuous Integration
12 64 (19.57%) Agile Software Development
13 56 (17.13%) Infrastructure as Code
14 54 (16.51%) Open Source
15 49 (14.98%) Data Transformation
16 44 (13.46%) Data Architecture
16 44 (13.46%) Data Modelling
17 38 (11.62%) Artificial Intelligence
17 38 (11.62%) MLOps
18 36 (11.01%) Data Management
Programming Languages
1 275 (84.10%) Python
2 222 (67.89%) SQL
3 71 (21.71%) Java
4 52 (15.90%) Scala
5 23 (7.03%) R
6 18 (5.50%) Bash Shell
6 18 (5.50%) C++
7 14 (4.28%) Go
8 11 (3.36%) Kotlin
9 7 (2.14%) C#
9 7 (2.14%) Shell Script
10 6 (1.83%) PHP
11 4 (1.22%) C
11 4 (1.22%) JavaScript
11 4 (1.22%) PL/SQL
11 4 (1.22%) PowerShell
12 3 (0.92%) Java 8
13 2 (0.61%) TypeScript
14 1 (0.31%) ANSI SQL
Qualifications
1 25 (7.65%) Degree
2 15 (4.59%) Computer Science Degree
3 2 (0.61%) PhD
Quality Assurance & Compliance
1 18 (5.50%) GDPR
2 11 (3.36%) Data Quality
3 9 (2.75%) GRC
4 3 (0.92%) QA
5 1 (0.31%) ISO/IEC 27001
System Software
1 82 (25.08%) Docker
2 2 (0.61%) Apache Flume
2 2 (0.61%) HDFS
Systems Management
1 109 (33.33%) Kubernetes
2 80 (24.46%) Terraform
3 19 (5.81%) Grafana
3 19 (5.81%) Prometheus
4 10 (3.06%) Opscode Chef
4 10 (3.06%) Puppet
5 6 (1.83%) Consul
5 6 (1.83%) Hadoop YARN
5 6 (1.83%) Packer
6 5 (1.53%) Ansible
7 4 (1.22%) Ambari
7 4 (1.22%) Oozie
8 1 (0.31%) Kubeflow
Vendors
1 108 (33.03%) Google
2 14 (4.28%) Microsoft
3 13 (3.98%) Talend
4 10 (3.06%) Cloudera
5 9 (2.75%) Oracle
6 6 (1.83%) Hortonworks
7 3 (0.92%) Teradata
8 2 (0.61%) Databricks
8 2 (0.61%) Informatica
8 2 (0.61%) Snowplow
8 2 (0.61%) StreamSets
9 1 (0.31%) Alteryx
9 1 (0.31%) Atlassian
9 1 (0.31%) Cognos
9 1 (0.31%) Instagram
9 1 (0.31%) SAP
9 1 (0.31%) Sybase