Period
to

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

Apache Airflow
UK > England
6 months to
8 Aug 2022
Same period 2021 Same period 2020
Rank 435 544 646
Rank change year-on-year +109 +102 +360
Permanent jobs citing Apache Airflow 1,150 478 129
As % of all permanent jobs advertised in England 0.80% 0.47% 0.22%
As % of the Application Platforms category 6.26% 3.77% 1.66%
Number of salaries quoted 362 283 113
10th Percentile £50,000 £47,700 £42,500
25th Percentile £60,000 £62,500 £52,500
Median annual salary (50th Percentile) £77,500 £80,000 £70,000
Median % change year-on-year -3.13% +14.29% -6.67%
75th Percentile £108,750 £95,000 £87,500
90th Percentile £132,500 £118,750 £93,750
UK median annual salary £75,000 £80,000 £70,000
% change year-on-year -6.25% +14.29% -3.45%

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 18,364 12,677 7,754
As % of all permanent IT jobs advertised in England 12.78% 12.57% 12.93%
Number of salaries quoted 9,374 8,599 6,171
10th Percentile £31,250 £30,750 £31,250
25th Percentile £41,326 £40,000 £40,000
Median annual salary (50th Percentile) £55,500 £52,500 £52,500
Median % change year-on-year +5.71% - +5.00%
75th Percentile £77,500 £73,750 £72,500
90th Percentile £95,000 £90,000 £87,500
UK median annual salary £55,000 £52,500 £52,500
% 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 8 August 2022.

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 8 August 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
London +54 1,009 £82,500 +3.13% 31
Midlands -21 30 £50,950 +27.38%
West Midlands -24 30 £50,950 +27.38%
South East -34 28 £57,500 -17.86%
North of England -52 20 £67,500 +28.57% 10
South West -8 17 £80,000 +83.91%
East of England -70 17 £65,000 -23.53% 1
Yorkshire -12 14 £67,500 +80.00% 8
North West -56 6 £62,500 +8.70% 2
Apache Airflow
UK

For the 6 months to 8 August 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 England region with a requirement for Apache Airflow.

1 998 (86.78%) Python
2 726 (63.13%) SQL
3 715 (62.17%) AWS
4 594 (51.65%) GCP
5 539 (46.87%) Data Engineering
6 512 (44.52%) Agile
7 488 (42.43%) Analytics
8 485 (42.17%) Data Pipeline
9 429 (37.30%) Data Science
10 412 (35.83%) CI/CD
11 397 (34.52%) Apache
12 387 (33.65%) Kafka
13 384 (33.39%) Apache Spark
14 381 (33.13%) Kubernetes
15 370 (32.17%) ETL
16 362 (31.48%) Data Warehouse
17 361 (31.39%) Finance
18 339 (29.48%) Java
19 335 (29.13%) Data Modelling
20 309 (26.87%) Azure
21 292 (25.39%) Big Data
22 291 (25.30%) Terraform
23 287 (24.96%) Google
24 281 (24.43%) Docker
25 275 (23.91%) BigQuery
26 258 (22.43%) Software Engineering
27 255 (22.17%) NoSQL
28 250 (21.74%) DevOps
29 237 (20.61%) PostgreSQL
30 224 (19.48%) Scala

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
1 397 (34.52%) Apache
2 384 (33.39%) Apache Spark
3 58 (5.04%) Apache Pulsar
4 51 (4.43%) Luigi
5 29 (2.52%) Apache Solr
6 26 (2.26%) Jupyter
7 18 (1.57%) nginx
8 14 (1.22%) Apache Pig
9 4 (0.35%) SAS
10 1 (0.087%) Apache Synapse
10 1 (0.087%) CMS
10 1 (0.087%) Ethereum
10 1 (0.087%) SharePoint Server
10 1 (0.087%) Tornado
Applications
1 13 (1.13%) Spreadsheet
2 1 (0.087%) SPSS
Business Applications
1 12 (1.04%) Shopify
2 8 (0.70%) Payment Gateway
3 5 (0.43%) Acoustic Campaign
3 5 (0.43%) Adobe Campaign
3 5 (0.43%) SAP Oil and Gas
Cloud Services
1 715 (62.17%) AWS
2 594 (51.65%) GCP
3 309 (26.87%) Azure
4 211 (18.35%) Snowflake
5 210 (18.26%) Amazon S3
6 202 (17.57%) dbt
7 174 (15.13%) Serverless
8 119 (10.35%) AWS Lambda
9 110 (9.57%) Amazon Kinesis
10 104 (9.04%) Amazon EMR
10 104 (9.04%) GitHub
11 89 (7.74%) Power Platform
12 78 (6.78%) AWS CloudFormation
12 78 (6.78%) Cloud Composer
13 66 (5.74%) Cloud Computing
14 58 (5.04%) Google Kubernetes Engine
15 50 (4.35%) Amazon EC2
16 46 (4.00%) Datadog
17 41 (3.57%) Fivetran
18 39 (3.39%) Google Data Studio
Communications & Networking
1 17 (1.48%) HTTP
2 6 (0.52%) Broadband
2 6 (0.52%) DNS
3 4 (0.35%) AMQP
3 4 (0.35%) Internet
3 4 (0.35%) SSL
4 2 (0.17%) Kerberos
Database & Business Intelligence
1 362 (31.48%) Data Warehouse
2 292 (25.39%) Big Data
3 275 (23.91%) BigQuery
4 255 (22.17%) NoSQL
5 237 (20.61%) PostgreSQL
6 212 (18.43%) Hadoop
7 206 (17.91%) Amazon Athena
8 188 (16.35%) Data Lake
9 187 (16.26%) Amazon Redshift
10 164 (14.26%) Looker
11 127 (11.04%) Tableau
12 117 (10.17%) MongoDB
13 109 (9.48%) Apache Hive
14 106 (9.22%) Sqoop
15 100 (8.70%) Relational Database
16 93 (8.09%) Apache Ignite
17 90 (7.83%) HBase
18 88 (7.65%) Power BI
19 87 (7.57%) Flink
20 76 (6.61%) Presto
Development Applications
1 195 (16.96%) Git (software)
2 97 (8.43%) Jenkins
3 67 (5.83%) CircleCI
4 41 (3.57%) JIRA
5 28 (2.43%) GitLab
6 19 (1.65%) Bitbucket
7 14 (1.22%) ERwin
8 13 (1.13%) ER Studio
9 12 (1.04%) PowerDesigner
10 10 (0.87%) MLflow
11 6 (0.52%) Deequ
12 5 (0.43%) Travis CI
13 4 (0.35%) Jasmine
13 4 (0.35%) JUnit
14 3 (0.26%) Selenium
14 3 (0.26%) TeamCity
15 2 (0.17%) Babel
15 2 (0.17%) Maven
15 2 (0.17%) Mocha
15 2 (0.17%) webpack
General
1 361 (31.39%) Finance
2 218 (18.96%) Social Skills
3 188 (16.35%) Games
4 181 (15.74%) Marketing
5 147 (12.78%) Analytical Skills
6 94 (8.17%) Front Office
7 90 (7.83%) Banking
8 87 (7.57%) Retail
9 62 (5.39%) Advertising
10 61 (5.30%) Inclusion and Diversity
11 28 (2.43%) Automotive
12 22 (1.91%) Telecoms
13 17 (1.48%) Documentation Skills
14 14 (1.22%) French Language
14 14 (1.22%) Portuguese Language
15 13 (1.13%) Financial Institution
15 13 (1.13%) Spanish Language
16 12 (1.04%) Aviation
17 11 (0.96%) Electronics
17 11 (0.96%) Presentation Skills
Job Titles
1 614 (53.39%) Data Engineer
2 249 (21.65%) Senior Data Engineer
3 161 (14.00%) Software Engineer
4 152 (13.22%) Developer
5 120 (10.43%) Python Engineer
6 93 (8.09%) Developer/Software Engineer
7 90 (7.83%) Python Developer
8 85 (7.39%) Python Software Engineer
9 62 (5.39%) Architect
10 53 (4.61%) Data Architect
10 53 (4.61%) Engineering Manager
11 52 (4.52%) AWS Engineer
12 48 (4.17%) Cloud Engineer
13 37 (3.22%) Big Data Manager
14 34 (2.96%) Data Scientist
15 31 (2.70%) React Developer
16 30 (2.61%) Analyst
16 30 (2.61%) Solutions Architect
17 26 (2.26%) AWS Developer
17 26 (2.26%) AWS Software Engineer
Libraries, Frameworks & Software Standards
1 387 (33.65%) Kafka
2 117 (10.17%) Pandas
3 116 (10.09%) PySpark
4 107 (9.30%) React
5 99 (8.61%) Node.js
6 96 (8.35%) Apache NiFi
7 74 (6.43%) gRPC
8 71 (6.17%) Protocol Buffers
9 67 (5.83%) NumPy
10 63 (5.48%) REST
11 56 (4.87%) Apache Beam
12 55 (4.78%) GraphQL
13 46 (4.00%) Spring
14 45 (3.91%) Spark Streaming
15 41 (3.57%) OAuth
16 33 (2.87%) Django
16 33 (2.87%) SciPy
17 31 (2.70%) Apache Avro
18 26 (2.26%) RabbitMQ
19 24 (2.09%) Flask
Miscellaneous
1 110 (9.57%) Algorithms
2 60 (5.22%) Blog
3 58 (5.04%) Data Structures
4 55 (4.78%) Hackathon
5 53 (4.61%) Derivative
5 53 (4.61%) Public Cloud
6 52 (4.52%) Mobile App
6 52 (4.52%) User Experience
7 51 (4.43%) Cloud Native
8 49 (4.26%) Greenfield Project
9 48 (4.17%) Hedge funds
10 30 (2.61%) Foreign Exchange (FX)
11 29 (2.52%) Fixed Income
11 29 (2.52%) Self-Motivation
12 27 (2.35%) Equities
13 26 (2.26%) Reference Data
14 24 (2.09%) FMCG
15 22 (1.91%) Legacy Systems
16 21 (1.83%) Hybrid Cloud
17 18 (1.57%) Online Games
Operating Systems
1 101 (8.78%) Linux
2 54 (4.70%) Unix
3 24 (2.09%) Windows
4 13 (1.13%) Android
5 11 (0.96%) Mac OS
6 8 (0.70%) Red Hat Enterprise Linux
7 4 (0.35%) Alpine Linux
8 2 (0.17%) Mac OS X
Processes & Methodologies
1 539 (46.87%) Data Engineering
2 512 (44.52%) Agile
3 488 (42.43%) Analytics
4 485 (42.17%) Data Pipeline
5 429 (37.30%) Data Science
6 412 (35.83%) CI/CD
7 370 (32.17%) ETL
8 335 (29.13%) Data Modelling
9 258 (22.43%) Software Engineering
10 250 (21.74%) DevOps
11 213 (18.52%) Business Intelligence
12 204 (17.74%) Data Architecture
13 170 (14.78%) Data Governance
14 168 (14.61%) Machine Learning
15 161 (14.00%) Containerisation
16 155 (13.48%) Asset Management
17 150 (13.04%) Infrastructure as Code
18 145 (12.61%) Microservices
19 131 (11.39%) Data Analytics
19 131 (11.39%) Visualisation
Programming Languages
1 998 (86.78%) Python
2 726 (63.13%) SQL
3 339 (29.48%) Java
4 224 (19.48%) Scala
5 104 (9.04%) TypeScript
6 77 (6.70%) JavaScript
7 60 (5.22%) Go
8 59 (5.13%) Bash
9 49 (4.26%) Kotlin
10 44 (3.83%) C
11 38 (3.30%) Shell Script
12 37 (3.22%) C#
13 34 (2.96%) Rust
14 33 (2.87%) R
15 20 (1.74%) C++
16 15 (1.30%) Clojure
17 12 (1.04%) Ruby
18 8 (0.70%) PowerShell
19 5 (0.43%) Elixir
19 5 (0.43%) Erlang
Qualifications
1 153 (13.30%) Degree
2 42 (3.65%) Computer Science Degree
3 30 (2.61%) Master's Degree
4 21 (1.83%) PhD
5 13 (1.13%) Numerate Degree
6 10 (0.87%) AWS Certification
7 6 (0.52%) PMI Certification
8 2 (0.17%) SC Cleared
8 2 (0.17%) Security Cleared
Quality Assurance & Compliance
1 125 (10.87%) Data Quality
2 36 (3.13%) GDPR
3 18 (1.57%) QA
4 16 (1.39%) ISO/IEC 27001
5 14 (1.22%) PCI DSS
6 10 (0.87%) Accessibility
7 2 (0.17%) SLA
System Software
1 281 (24.43%) Docker
2 102 (8.87%) Apache Flume
3 14 (1.22%) ISA Server
4 11 (0.96%) Apache ZooKeeper
4 11 (0.96%) HDFS
5 1 (0.087%) NFS
Systems Management
1 381 (33.13%) Kubernetes
2 291 (25.30%) Terraform
3 99 (8.61%) Oozie
4 49 (4.26%) Ansible
5 14 (1.22%) Docker Swarm
6 4 (0.35%) Argo
6 4 (0.35%) Control-M
7 1 (0.087%) Grafana
7 1 (0.087%) Kubeflow
7 1 (0.087%) Prometheus
Vendors
1 287 (24.96%) Google
2 144 (12.52%) Databricks
3 99 (8.61%) Cloudera
4 61 (5.30%) Microsoft
5 40 (3.48%) Funding Circle
6 32 (2.78%) Facebook
6 32 (2.78%) Talend
7 30 (2.61%) Oracle
8 26 (2.26%) Bloomberg
8 26 (2.26%) Teradata
9 24 (2.09%) Samsung
10 22 (1.91%) Twitter
11 11 (0.96%) Brandwatch
11 11 (0.96%) Confluent
11 11 (0.96%) Zopa
12 10 (0.87%) Dataiku
12 10 (0.87%) Revolut
13 9 (0.78%) IBM
13 9 (0.78%) Salesforce.com
13 9 (0.78%) Splunk