Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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

Apache Airflow
England > London
6 months to
12 Aug 2022		 Same period 2021 Same period 2020
Rank 299 343 442
Rank change year-on-year +44 +99 +241
Permanent jobs citing Apache Airflow 976 424 93
As % of all permanent jobs advertised in London 1.36% 0.93% 0.36%
As % of the Application Platforms category 10.06% 7.18% 2.61%
Number of salaries quoted 284 240 81
10th Percentile £53,750 £51,250 £47,500
25th Percentile £62,500 £62,500 £55,000
Median annual salary (50th Percentile) £82,500 £80,000 £80,000
Median % change year-on-year +3.13% - +6.67%
75th Percentile £110,313 £96,250 £90,000
90th Percentile £133,750 £125,625 £105,000
England median annual salary £77,500 £80,000 £70,000
% change year-on-year -3.13% +14.29% -6.67%

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 9,703 5,905 3,566
As % of all permanent IT jobs advertised in London 13.49% 12.93% 13.63%
Number of salaries quoted 4,474 3,973 2,802
10th Percentile £40,000 £40,250 £41,250
25th Percentile £51,250 £48,750 £50,000
Median annual salary (50th Percentile) £67,500 £65,000 £66,750
Median % change year-on-year +3.85% -2.62% +6.80%
75th Percentile £88,283 £85,000 £83,000
90th Percentile £105,000 £100,000 £100,000
England median annual salary £55,500 £52,500 £52,500
% change year-on-year +5.71% - +5.00%

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 12 August 2022.

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 12 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
Central London -52 22 £70,000 -6.67% 6
South London -35 4 £47,500 -
West London -22 2 - -
Apache Airflow
England

For the 6 months to 12 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 London region with a requirement for Apache Airflow.

1 846 (86.68%) Python
2 639 (65.47%) AWS
3 574 (58.81%) SQL
4 503 (51.54%) GCP
5 461 (47.23%) Data Engineering
6 443 (45.39%) Agile
7 393 (40.27%) Data Pipeline
8 390 (39.96%) Analytics
9 370 (37.91%) CI/CD
10 356 (36.48%) Data Science
11 350 (35.86%) Finance
12 334 (34.22%) Kafka
13 332 (34.02%) Apache
14 327 (33.50%) Apache Spark
15 310 (31.76%) ETL
16 308 (31.56%) Kubernetes
17 284 (29.10%) Data Warehouse
18 281 (28.79%) Data Modelling
19 276 (28.28%) Java
20 265 (27.15%) Azure
21 259 (26.54%) Terraform
22 252 (25.82%) Software Engineering
23 244 (25.00%) Big Data
24 219 (22.44%) Docker
25 214 (21.93%) Google
26 210 (21.52%) DevOps
27 209 (21.41%) NoSQL
28 202 (20.70%) BigQuery
28 202 (20.70%) PostgreSQL
29 201 (20.59%) Scala

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
1 332 (34.02%) Apache
2 327 (33.50%) Apache Spark
3 57 (5.84%) Apache Pulsar
4 44 (4.51%) Luigi
5 25 (2.56%) Jupyter
6 18 (1.84%) nginx
7 13 (1.33%) Apache Pig
8 8 (0.82%) Apache Solr
9 4 (0.41%) SAS
10 1 (0.10%) Apache Synapse
10 1 (0.10%) CMS
10 1 (0.10%) Ethereum
10 1 (0.10%) Tornado
Applications
1 13 (1.33%) Spreadsheet
2 1 (0.10%) SPSS
Business Applications
1 11 (1.13%) Shopify
2 7 (0.72%) Payment Gateway
3 5 (0.51%) Acoustic Campaign
3 5 (0.51%) Adobe Campaign
3 5 (0.51%) SAP Oil and Gas
Cloud Services
1 639 (65.47%) AWS
2 503 (51.54%) GCP
3 265 (27.15%) Azure
4 183 (18.75%) Snowflake
5 182 (18.65%) dbt
6 177 (18.14%) Amazon S3
7 155 (15.88%) Serverless
8 110 (11.27%) AWS Lambda
9 102 (10.45%) Amazon Kinesis
10 90 (9.22%) Amazon EMR
11 82 (8.40%) GitHub
12 63 (6.45%) Cloud Computing
13 62 (6.35%) Power Platform
14 55 (5.64%) Google Kubernetes Engine
15 51 (5.23%) AWS CloudFormation
16 49 (5.02%) Amazon EC2
17 43 (4.41%) Datadog
18 37 (3.79%) Cloud Composer
19 30 (3.07%) Fivetran
20 26 (2.66%) Azure Synapse Analytics
Communications & Networking
1 16 (1.64%) HTTP
2 6 (0.61%) Broadband
2 6 (0.61%) DNS
3 3 (0.31%) SSL
4 2 (0.20%) Internet
5 1 (0.10%) AMQP
Database & Business Intelligence
1 284 (29.10%) Data Warehouse
2 244 (25.00%) Big Data
3 209 (21.41%) NoSQL
4 202 (20.70%) BigQuery
4 202 (20.70%) PostgreSQL
5 200 (20.49%) Amazon Athena
6 177 (18.14%) Hadoop
7 158 (16.19%) Data Lake
8 150 (15.37%) Amazon Redshift
9 120 (12.30%) Looker
10 102 (10.45%) Apache Ignite
11 100 (10.25%) MongoDB
12 99 (10.14%) Sqoop
13 90 (9.22%) Apache Hive
14 82 (8.40%) Tableau
15 78 (7.99%) Flink
16 68 (6.97%) Electronic Patient Records
17 67 (6.86%) Presto
18 65 (6.66%) HBase
18 65 (6.66%) Relational Database
Development Applications
1 140 (14.34%) Git (software)
2 87 (8.91%) Jenkins
3 63 (6.45%) CircleCI
4 26 (2.66%) JIRA
5 19 (1.95%) Bitbucket
6 13 (1.33%) GitLab
7 12 (1.23%) ER Studio
7 12 (1.23%) ERwin
7 12 (1.23%) PowerDesigner
8 7 (0.72%) MLflow
9 6 (0.61%) Deequ
10 4 (0.41%) Travis CI
11 2 (0.20%) JUnit
11 2 (0.20%) Maven
12 1 (0.10%) Cypress.io
12 1 (0.10%) git-flow
12 1 (0.10%) Jasmine
12 1 (0.10%) Mockito
12 1 (0.10%) Selenium
12 1 (0.10%) TeamCity
General
1 350 (35.86%) Finance
2 190 (19.47%) Social Skills
3 179 (18.34%) Games
4 159 (16.29%) Marketing
5 129 (13.22%) Analytical Skills
6 102 (10.45%) Front Office
7 85 (8.71%) Banking
8 75 (7.68%) Retail
9 57 (5.84%) Advertising
10 56 (5.74%) Inclusion and Diversity
11 21 (2.15%) Telecoms
12 13 (1.33%) French Language
12 13 (1.33%) Portuguese Language
12 13 (1.33%) Spanish Language
13 12 (1.23%) Financial Institution
14 11 (1.13%) Aviation
15 10 (1.02%) Electronics
16 9 (0.92%) Automotive
16 9 (0.92%) Manufacturing
16 9 (0.92%) Presentation Skills
Job Titles
1 502 (51.43%) Data Engineer
2 209 (21.41%) Senior Data Engineer
3 167 (17.11%) Software Engineer
4 153 (15.68%) Developer
5 121 (12.40%) Python Engineer
6 102 (10.45%) Developer/Software Engineer
7 98 (10.04%) Python Developer
8 92 (9.43%) Python Software Engineer
9 53 (5.43%) AWS Engineer
10 52 (5.33%) Engineering Manager
11 42 (4.30%) Architect
12 37 (3.79%) Big Data Manager
13 34 (3.48%) Data Architect
14 33 (3.38%) React Developer
15 32 (3.28%) Cloud Engineer
16 29 (2.97%) Solutions Architect
17 28 (2.87%) AWS Developer
17 28 (2.87%) AWS Software Engineer
17 28 (2.87%) Data Scientist
18 25 (2.56%) Analyst
Libraries, Frameworks & Software Standards
1 334 (34.22%) Kafka
2 111 (11.37%) Pandas
2 111 (11.37%) React
3 104 (10.66%) PySpark
4 101 (10.35%) Node.js
5 87 (8.91%) Apache NiFi
6 78 (7.99%) gRPC
7 75 (7.68%) Protocol Buffers
8 67 (6.86%) NumPy
9 58 (5.94%) REST
10 52 (5.33%) GraphQL
11 40 (4.10%) Spark Streaming
12 38 (3.89%) OAuth
12 38 (3.89%) Spring
13 37 (3.79%) Apache Beam
14 34 (3.48%) SciPy
15 31 (3.18%) Django
16 29 (2.97%) Apache Avro
17 23 (2.36%) Flask
17 23 (2.36%) WebSockets
Miscellaneous
1 101 (10.35%) Algorithms
2 60 (6.15%) Derivative
3 54 (5.53%) Data Structures
3 54 (5.53%) Mobile App
4 53 (5.43%) Hackathon
5 49 (5.02%) Hedge funds
5 49 (5.02%) Public Cloud
6 48 (4.92%) Blog
6 48 (4.92%) Cloud Native
6 48 (4.92%) User Experience
7 45 (4.61%) Greenfield Project
8 32 (3.28%) Foreign Exchange (FX)
9 31 (3.18%) Fixed Income
10 29 (2.97%) Equities
11 28 (2.87%) Reference Data
12 26 (2.66%) Self-Motivation
13 23 (2.36%) FMCG
14 21 (2.15%) Hybrid Cloud
15 20 (2.05%) Legacy Systems
16 18 (1.84%) Online Games
Operating Systems
1 52 (5.33%) Linux
2 37 (3.79%) Unix
3 13 (1.33%) Android
4 8 (0.82%) Red Hat Enterprise Linux
5 6 (0.61%) Windows
6 3 (0.31%) Alpine Linux
7 2 (0.20%) Mac OS X
Processes & Methodologies
1 461 (47.23%) Data Engineering
2 443 (45.39%) Agile
3 393 (40.27%) Data Pipeline
4 390 (39.96%) Analytics
5 370 (37.91%) CI/CD
6 356 (36.48%) Data Science
7 310 (31.76%) ETL
8 281 (28.79%) Data Modelling
9 252 (25.82%) Software Engineering
10 210 (21.52%) DevOps
11 176 (18.03%) Business Intelligence
12 161 (16.50%) Asset Management
13 158 (16.19%) Data Architecture
14 151 (15.47%) Containerisation
15 145 (14.86%) Data Governance
16 133 (13.63%) Microservices
17 132 (13.52%) Machine Learning
18 131 (13.42%) Infrastructure as Code
19 121 (12.40%) Test Automation
20 102 (10.45%) Event-Driven
Programming Languages
1 846 (86.68%) Python
2 574 (58.81%) SQL
3 276 (28.28%) Java
4 201 (20.59%) Scala
5 111 (11.37%) TypeScript
6 79 (8.09%) JavaScript
7 48 (4.92%) Kotlin
8 41 (4.20%) Bash
9 33 (3.38%) C#
10 32 (3.28%) C
11 31 (3.18%) R
12 23 (2.36%) Shell Script
13 17 (1.74%) Go
14 14 (1.43%) Clojure
15 13 (1.33%) Rust
16 8 (0.82%) Ruby
17 7 (0.72%) PowerShell
18 6 (0.61%) C++
19 5 (0.51%) Elixir
19 5 (0.51%) Erlang
Qualifications
1 118 (12.09%) Degree
2 27 (2.77%) Master's Degree
3 25 (2.56%) Computer Science Degree
4 15 (1.54%) PhD
5 13 (1.33%) Numerate Degree
6 9 (0.92%) AWS Certification
7 5 (0.51%) PMI Certification
8 1 (0.10%) SC Cleared
8 1 (0.10%) Security Cleared
Quality Assurance & Compliance
1 97 (9.94%) Data Quality
2 33 (3.38%) GDPR
3 15 (1.54%) QA
4 13 (1.33%) PCI DSS
5 9 (0.92%) Accessibility
6 2 (0.20%) SLA
System Software
1 219 (22.44%) Docker
2 98 (10.04%) Apache Flume
3 14 (1.43%) ISA Server
4 11 (1.13%) Apache ZooKeeper
5 8 (0.82%) HDFS
Systems Management
1 308 (31.56%) Kubernetes
2 259 (26.54%) Terraform
3 92 (9.43%) Oozie
4 46 (4.71%) Ansible
5 14 (1.43%) Docker Swarm
6 3 (0.31%) Argo
7 2 (0.20%) Prometheus
8 1 (0.10%) Grafana
8 1 (0.10%) Kubeflow
8 1 (0.10%) Zipkin
Vendors
1 214 (21.93%) Google
2 129 (13.22%) Databricks
3 95 (9.73%) Cloudera
4 57 (5.84%) Microsoft
5 37 (3.79%) Funding Circle
6 31 (3.18%) Facebook
7 28 (2.87%) Bloomberg
8 23 (2.36%) Samsung
9 22 (2.25%) Twitter
10 14 (1.43%) Oracle
11 13 (1.33%) Talend
12 11 (1.13%) Confluent
13 9 (0.92%) Dataiku
13 9 (0.92%) IBM
13 9 (0.92%) Revolut
13 9 (0.92%) Salesforce.com
13 9 (0.92%) Splunk
13 9 (0.92%) Teradata
13 9 (0.92%) Zopa
14 8 (0.82%) TikTok