Period
to

The following table provides summary statistics for permanent job vacancies 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 4 July 2022 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 427 554 684
Rank change year-on-year +127 +130 +371
Permanent jobs citing Apache Airflow 1,467 486 168
As % of all permanent jobs advertised in the UK 0.81% 0.45% 0.21%
As % of the Application Platforms category 6.17% 3.59% 1.63%
Number of salaries quoted 348 283 148
10th Percentile £48,733 £48,800 £46,750
25th Percentile £57,500 £62,500 £55,000
Median annual salary (50th Percentile) £76,000 £80,000 £70,000
Median % change year-on-year -5.00% +14.29% -6.67%
75th Percentile £102,500 £96,250 £87,500
90th Percentile £127,500 £118,750 £100,000
UK excluding London median annual salary £57,500 £70,000 £60,000
% change year-on-year -17.86% +16.67% +26.32%

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 with a requirement for application platform skills.

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 23,792 13,546 10,327
As % of all permanent IT jobs advertised in the UK 13.09% 12.57% 13.07%
Number of salaries quoted 10,656 9,195 8,189
10th Percentile £31,250 £31,250 £30,500
25th Percentile £41,250 £40,000 £38,750
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £75,000 £73,750 £71,250
90th Percentile £95,000 £87,500 £87,500
UK excluding London median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - +5.88%

Apache Airflow
Job Vacancy Trend

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

Job vacancy trend for Apache Airflow in the UK

Apache Airflow
Salary Trend

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

Salary trend for Apache Airflow in the UK

Apache Airflow
Salary Histogram

Salary distribution for jobs citing Apache Airflow over the 6 months to 4 July 2022.

Salary histogram for Apache Airflow in the UK

Apache Airflow
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Airflow within the UK over the 6 months to 4 July 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
England +84 1,164 £78,500 -1.88% 54
London +23 1,022 £80,000 -3.03% 32
Work from Home +86 719 £77,500 +3.33% 30
UK excluding London -54 157 £57,500 -17.86% 23
Scotland -26 39 £60,000 +11.63% 1
Midlands -35 32 £50,950 +27.38%
West Midlands -21 31 £50,950 +27.38%
South East -62 26 £57,500 -17.86% 3
North of England -73 20 £50,000 -13.04% 12
South West -13 18 £76,250 +75.29%
North West -68 13 £45,000 -21.74% 1
East of England -96 11 £75,000 -9.09% 7
Wales -25 10 £60,000 -
Yorkshire -50 7 £50,000 +5.26% 11
East Midlands -40 1 - -
Northern Ireland - 1 £69,500 -

For the 6 months to 4 July 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 with a requirement for Apache Airflow.

1 1,276 (86.98%) Python
2 876 (59.71%) AWS
3 871 (59.37%) SQL
4 693 (47.24%) Data Pipeline
5 689 (46.97%) GCP
6 663 (45.19%) Data Engineering
7 639 (43.56%) Analytics
8 609 (41.51%) Agile
9 592 (40.35%) Data Science
10 554 (37.76%) Kubernetes
11 542 (36.95%) CI/CD
12 541 (36.88%) Apache Spark
13 527 (35.92%) Kafka
14 491 (33.47%) Apache
15 480 (32.72%) Data Warehouse
16 474 (32.31%) ETL
17 457 (31.15%) Docker
18 434 (29.58%) Java
19 429 (29.24%) Big Data
20 402 (27.40%) Data Modelling
21 395 (26.93%) Finance
22 375 (25.56%) Terraform
23 362 (24.68%) Azure
24 355 (24.20%) Software Engineering
25 339 (23.11%) Google
26 338 (23.04%) NoSQL
27 335 (22.84%) DevOps
28 334 (22.77%) Social Skills
29 328 (22.36%) BigQuery
30 318 (21.68%) Scala

Apache Airflow
Co-occurring IT Skills 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
1 541 (36.88%) Apache Spark
2 491 (33.47%) Apache
3 147 (10.02%) Luigi
4 48 (3.27%) Apache Pulsar
5 47 (3.20%) Jupyter
6 29 (1.98%) Apache Solr
7 25 (1.70%) Apache Pig
8 22 (1.50%) nginx
9 10 (0.68%) Confluence
10 5 (0.34%) Ethereum
11 2 (0.14%) CMS
11 2 (0.14%) SAS
12 1 (0.068%) Apache Synapse
12 1 (0.068%) Cloud Foundry
12 1 (0.068%) OpenStack
12 1 (0.068%) SharePoint Server
12 1 (0.068%) Tomcat
12 1 (0.068%) Tornado
Applications
1 13 (0.89%) Spreadsheet
2 1 (0.068%) Microsoft Excel
2 1 (0.068%) SPSS
Business Applications
1 12 (0.82%) Shopify
2 8 (0.55%) Payment Gateway
3 5 (0.34%) SAP Oil and Gas
4 4 (0.27%) Acoustic Campaign
4 4 (0.27%) Adobe Campaign
Cloud Services
1 876 (59.71%) AWS
2 689 (46.97%) GCP
3 362 (24.68%) Azure
4 312 (21.27%) Snowflake
5 265 (18.06%) Amazon S3
6 255 (17.38%) dbt
6 255 (17.38%) Serverless
7 155 (10.57%) Amazon Kinesis
8 152 (10.36%) Amazon EMR
9 145 (9.88%) AWS Lambda
10 137 (9.34%) GitHub
11 105 (7.16%) Power Platform
12 93 (6.34%) AWS CloudFormation
13 86 (5.86%) Cloud Composer
14 80 (5.45%) Cloud Computing
15 59 (4.02%) Slack
16 55 (3.75%) Google Kubernetes Engine
17 52 (3.54%) Amazon EC2
18 51 (3.48%) Datadog
19 45 (3.07%) AWS Step Functions
Communications & Networking
1 23 (1.57%) HTTP
2 9 (0.61%) SSL
3 6 (0.41%) Broadband
4 5 (0.34%) DNS
5 4 (0.27%) Internet
6 3 (0.20%) Kerberos
Database & Business Intelligence
1 480 (32.72%) Data Warehouse
2 429 (29.24%) Big Data
3 338 (23.04%) NoSQL
4 328 (22.36%) BigQuery
5 305 (20.79%) PostgreSQL
6 269 (18.34%) Hadoop
7 242 (16.50%) Amazon Redshift
8 239 (16.29%) Data Lake
9 214 (14.59%) Amazon Athena
10 189 (12.88%) Looker
11 152 (10.36%) MongoDB
12 134 (9.13%) Relational Database
13 125 (8.52%) Tableau
14 123 (8.38%) MySQL
15 122 (8.32%) Apache Hive
16 121 (8.25%) Electronic Patient Records
17 104 (7.09%) Power BI
18 100 (6.82%) Flink
19 99 (6.75%) Elasticsearch
20 92 (6.27%) Sqoop
Development Applications
1 225 (15.34%) Git (software)
2 135 (9.20%) Jenkins
3 72 (4.91%) CircleCI
4 51 (3.48%) JIRA
5 38 (2.59%) GitLab
6 28 (1.91%) Bitbucket
7 25 (1.70%) MLflow
8 13 (0.89%) Selenium
9 11 (0.75%) ERwin
10 10 (0.68%) Babel
10 10 (0.68%) ESLint
10 10 (0.68%) Mocha
10 10 (0.68%) webpack
11 9 (0.61%) ER Studio
11 9 (0.61%) PowerDesigner
12 6 (0.41%) Deequ
12 6 (0.41%) Maven
13 5 (0.34%) TeamCity
13 5 (0.34%) Travis CI
14 4 (0.27%) SonarQube
General
1 395 (26.93%) Finance
2 334 (22.77%) Social Skills
3 219 (14.93%) Games
4 214 (14.59%) Marketing
5 170 (11.59%) Analytical Skills
6 101 (6.88%) Banking
7 98 (6.68%) Retail
8 90 (6.13%) Advertising
9 61 (4.16%) Inclusion and Diversity
10 58 (3.95%) Front Office
11 32 (2.18%) Automotive
12 28 (1.91%) Financial Institution
13 26 (1.77%) Documentation Skills
14 22 (1.50%) Law
14 22 (1.50%) Telecoms
15 21 (1.43%) Aviation
16 15 (1.02%) French Language
16 15 (1.02%) Portuguese Language
17 14 (0.95%) iGaming
17 14 (0.95%) Spanish Language
Job Titles
1 840 (57.26%) Data Engineer
2 340 (23.18%) Senior Data Engineer
3 188 (12.82%) Software Engineer
4 121 (8.25%) Developer
5 96 (6.54%) Python Engineer
6 60 (4.09%) Architect
6 60 (4.09%) Python Developer
7 58 (3.95%) Developer/Software Engineer
8 54 (3.68%) Cloud Engineer
9 50 (3.41%) Data Architect
10 47 (3.20%) AWS Engineer
10 47 (3.20%) Python Software Engineer
11 41 (2.79%) Data Scientist
11 41 (2.79%) Engineering Manager
12 30 (2.04%) DevOps Engineer
12 30 (2.04%) Senior Data Scientist
13 29 (1.98%) Solutions Architect
14 28 (1.91%) Analyst
15 26 (1.77%) Data Manager
15 26 (1.77%) Principal Engineer
Libraries, Frameworks & Software Standards
1 527 (35.92%) Kafka
2 149 (10.16%) Pandas
3 129 (8.79%) React
4 123 (8.38%) PySpark
5 116 (7.91%) Apache NiFi
6 104 (7.09%) Node.js
7 95 (6.48%) Apache Beam
7 95 (6.48%) NumPy
8 73 (4.98%) REST
9 69 (4.70%) GraphQL
10 54 (3.68%) Django
11 49 (3.34%) Spring
12 46 (3.14%) Spark Streaming
13 44 (3.00%) gRPC
14 41 (2.79%) OAuth
14 41 (2.79%) Protocol Buffers
14 41 (2.79%) WebSockets
15 38 (2.59%) RabbitMQ
15 38 (2.59%) RESTful
15 38 (2.59%) TensorFlow
Miscellaneous
1 198 (13.50%) Algorithms
2 83 (5.66%) Cloud Native
3 71 (4.84%) Data Structures
4 70 (4.77%) Hackathon
5 68 (4.64%) User Experience
6 59 (4.02%) Public Cloud
7 50 (3.41%) Blog
8 46 (3.14%) Greenfield Project
9 41 (2.79%) Mobile App
10 36 (2.45%) Hedge funds
11 29 (1.98%) FMCG
11 29 (1.98%) Management Information System
12 28 (1.91%) Self-Motivation
13 25 (1.70%) Derivative
14 23 (1.57%) Legacy Systems
15 22 (1.50%) Online Games
16 21 (1.43%) Hybrid Cloud
17 20 (1.36%) Foreign Exchange (FX)
18 19 (1.30%) Fixed Income
19 18 (1.23%) Credit Risk
Operating Systems
1 139 (9.48%) Linux
2 56 (3.82%) Unix
3 34 (2.32%) Windows
4 13 (0.89%) Android
5 11 (0.75%) Mac OS
6 9 (0.61%) Alpine Linux
7 8 (0.55%) Red Hat Enterprise Linux
8 2 (0.14%) Mac OS X
Processes & Methodologies
1 693 (47.24%) Data Pipeline
2 663 (45.19%) Data Engineering
3 639 (43.56%) Analytics
4 609 (41.51%) Agile
5 592 (40.35%) Data Science
6 542 (36.95%) CI/CD
7 474 (32.31%) ETL
8 402 (27.40%) Data Modelling
9 355 (24.20%) Software Engineering
10 335 (22.84%) DevOps
11 262 (17.86%) Data Architecture
12 258 (17.59%) Business Intelligence
13 257 (17.52%) Machine Learning
14 200 (13.63%) Infrastructure as Code
15 199 (13.57%) Microservices
16 193 (13.16%) Visualisation
17 187 (12.75%) Problem-Solving
18 186 (12.68%) Data Governance
19 182 (12.41%) Data Analytics
20 181 (12.34%) Workflow
Programming Languages
1 1,276 (86.98%) Python
2 871 (59.37%) SQL
3 434 (29.58%) Java
4 318 (21.68%) Scala
5 116 (7.91%) TypeScript
6 84 (5.73%) Go
7 80 (5.45%) Bash
8 77 (5.25%) JavaScript
9 62 (4.23%) R
10 52 (3.54%) Kotlin
11 45 (3.07%) C
12 37 (2.52%) C#
13 35 (2.39%) Rust
13 35 (2.39%) Shell Script
14 21 (1.43%) Ruby
15 20 (1.36%) C++
16 16 (1.09%) F#
17 15 (1.02%) Clojure
18 13 (0.89%) PowerShell
19 5 (0.34%) Elixir
Qualifications
1 216 (14.72%) Degree
2 88 (6.00%) Computer Science Degree
3 39 (2.66%) Master's Degree
4 31 (2.11%) PhD
5 21 (1.43%) SC Cleared
5 21 (1.43%) Security Cleared
6 14 (0.95%) Numerate Degree
7 12 (0.82%) PMI Certification
8 10 (0.68%) AWS Certification
Quality Assurance & Compliance
1 165 (11.25%) Data Quality
2 48 (3.27%) GDPR
3 30 (2.04%) QA
4 16 (1.09%) ISO/IEC 27001
5 15 (1.02%) HIPAA
6 14 (0.95%) PCI DSS
7 11 (0.75%) Accessibility
8 6 (0.41%) SOC 2
9 5 (0.34%) GxP
10 4 (0.27%) NCSC
11 3 (0.20%) SLA
12 1 (0.068%) Actionable Recommendations
System Software
1 457 (31.15%) Docker
2 89 (6.07%) Apache Flume
3 14 (0.95%) ISA Server
4 11 (0.75%) HDFS
4 11 (0.75%) NFS
5 9 (0.61%) Apache ZooKeeper
6 1 (0.068%) Slurm Workload Manager
Systems Management
1 554 (37.76%) Kubernetes
2 375 (25.56%) Terraform
3 90 (6.13%) Oozie
4 71 (4.84%) Ansible
5 36 (2.45%) Argo
6 23 (1.57%) Grafana
6 23 (1.57%) Prometheus
7 16 (1.09%) Docker Swarm
8 15 (1.02%) Kubeflow
9 5 (0.34%) Control-M
9 5 (0.34%) Opscode Chef
9 5 (0.34%) Podman
10 4 (0.27%) Puppet
11 1 (0.068%) Istio
Vendors
1 339 (23.11%) Google
2 217 (14.79%) Databricks
3 89 (6.07%) Cloudera
4 63 (4.29%) Microsoft
5 46 (3.14%) Funding Circle
6 40 (2.73%) Oracle
7 36 (2.45%) Facebook
8 28 (1.91%) Talend
9 27 (1.84%) Teradata
10 24 (1.64%) Samsung
11 23 (1.57%) Salesforce.com
12 22 (1.50%) Twitter
13 16 (1.09%) Bloomberg
13 16 (1.09%) Revolut
14 15 (1.02%) Amplitude
15 11 (0.75%) Brandwatch
15 11 (0.75%) Splunk
15 11 (0.75%) Zopa
16 10 (0.68%) Dataiku
17 9 (0.61%) Confluent