Period
to 19 October 2020

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 19 October 2020 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK > England
6 months to
19 Oct 2020
Same period 2019 Same period 2018
Rank 566 914 1098
Rank change year-on-year +348 +184 +31
Permanent jobs citing Apache Airflow 101 138 41
As % of all permanent jobs advertised in England 0.23% 0.11% 0.027%
As % of the Application Platforms category 1.61% 0.74% 0.16%
Number of salaries quoted 109 121 36
Median annual salary £65,000 £70,000 £65,000
Median salary % change year-on-year -7.14% +7.69% -
10th Percentile £40,850 £51,250 £41,875
90th Percentile £103,750 £87,500 £85,000
UK median annual salary £65,000 £70,000 £65,000
% change year-on-year -7.14% +7.69% -

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 6,259 18,563 25,333
As % of all permanent IT jobs advertised in England 14.07% 14.74% 16.49%
Number of salaries quoted 5,210 14,890 20,443
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £32,500 £27,500 £28,000
90th Percentile £90,000 £85,000 £82,500
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 19 October 2020.

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 19 October 2020. 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 +188 63 £70,000 -3.45% 17
South West - 22 £42,500 -
East of England +149 11 £70,000 +47.37%
South East +213 4 £68,750 +10.00%
North of England - 1 £70,000 - 2
North West - 1 £70,000 - 2
Apache Airflow
UK

For the 6 months to 19 October 2020, 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 69 (68.32%) Python
2 65 (64.36%) SQL
3 62 (61.39%) AWS
4 56 (55.45%) GCP
5 49 (48.51%) ETL
6 43 (42.57%) Apache
7 41 (40.59%) Azure
8 38 (37.62%) Data Warehouse
8 38 (37.62%) Business Intelligence
9 36 (35.64%) SQL Server
10 34 (33.66%) Big Data
11 33 (32.67%) Kubernetes
12 32 (31.68%) Apache Spark
13 30 (29.70%) BigQuery
13 30 (29.70%) Google
14 27 (26.73%) Amazon S3
15 26 (25.74%) Hadoop
15 26 (25.74%) Tableau
16 25 (24.75%) Data Transformation
17 22 (21.78%) Machine Learning
17 22 (21.78%) Kafka
17 22 (21.78%) Scala
18 21 (20.79%) NoSQL
18 21 (20.79%) Data Science
19 20 (19.80%) Power Platform
19 20 (19.80%) Power BI
19 20 (19.80%) Pandas
19 20 (19.80%) PostgreSQL
20 19 (18.81%) Java
20 19 (18.81%) Presto

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 43 (42.57%) Apache
2 32 (31.68%) Apache Spark
3 17 (16.83%) Luigi
4 8 (7.92%) Elasticsearch
5 2 (1.98%) SAS
6 1 (0.99%) Confluence
6 1 (0.99%) Jupyter
Applications
1 2 (1.98%) SPSS
Cloud Services
1 62 (61.39%) AWS
2 56 (55.45%) GCP
3 41 (40.59%) Azure
4 27 (26.73%) Amazon S3
5 20 (19.80%) Power Platform
6 19 (18.81%) Amazon EMR
7 14 (13.86%) Amazon Kinesis
8 10 (9.90%) Amazon EC2
8 10 (9.90%) Logic Apps
9 9 (8.91%) Serverless
10 7 (6.93%) AWS Lambda
11 5 (4.95%) Amazon SQS
12 4 (3.96%) Azure Data Factory
13 2 (1.98%) AWS CloudFormation
13 2 (1.98%) Cloud Computing
13 2 (1.98%) GitHub
14 1 (0.99%) Amazon ECS
14 1 (0.99%) Amazon ElastiCache
14 1 (0.99%) Amazon SageMaker
14 1 (0.99%) BrowserStack
Database & Business Intelligence
1 38 (37.62%) Data Warehouse
2 36 (35.64%) SQL Server
3 34 (33.66%) Big Data
4 30 (29.70%) BigQuery
5 26 (25.74%) Hadoop
6 21 (20.79%) NoSQL
7 20 (19.80%) PostgreSQL
7 20 (19.80%) Power BI
8 19 (18.81%) Presto
9 18 (17.82%) Amazon Redshift
10 17 (16.83%) SQL Server Integration Services
10 17 (16.83%) SQL Server Reporting Services
11 14 (13.86%) Relational Database
12 13 (12.87%) Apache Hive
13 12 (11.88%) Amazon RDS
14 11 (10.89%) Amazon DynamoDB
14 11 (10.89%) Azkaban
15 10 (9.90%) Apache Cassandra
16 9 (8.91%) Snowflake Schema
17 8 (7.92%) Data Lake
Development Applications
1 3 (2.97%) CircleCI
1 3 (2.97%) Git (software)
2 2 (1.98%) Atlassian Bamboo
2 2 (1.98%) Jenkins
3 1 (0.99%) Cypress.io
3 1 (0.99%) GoCD
3 1 (0.99%) JIRA
3 1 (0.99%) Travis CI
3 1 (0.99%) webpack
General
1 14 (13.86%) Finance
2 6 (5.94%) Marketing
3 5 (4.95%) Retail
4 3 (2.97%) Advertising
5 2 (1.98%) Financial Institution
6 1 (0.99%) Automotive
6 1 (0.99%) Front Office
Job Titles
1 50 (49.50%) Data Engineer
2 36 (35.64%) Developer
3 22 (21.78%) Senior Data Engineer
4 13 (12.87%) Business Intelligence Developer
4 13 (12.87%) Python Developer
5 11 (10.89%) Business Developer
5 11 (10.89%) Python Engineer
6 10 (9.90%) Big Data Engineer
7 9 (8.91%) Senior Developer
8 7 (6.93%) Architect
8 7 (6.93%) Big Data Architect
8 7 (6.93%) Big Data Developer
8 7 (6.93%) Data Architect
8 7 (6.93%) Java Architect
8 7 (6.93%) Java Developer
8 7 (6.93%) Java Engineer
9 6 (5.94%) Cloud Engineer
9 6 (5.94%) Senior Business Intelligence Developer
10 5 (4.95%) Machine Learning Developer
10 5 (4.95%) Power BI Developer
Libraries, Frameworks & Software Standards
1 22 (21.78%) Kafka
2 20 (19.80%) Pandas
3 14 (13.86%) NumPy
4 12 (11.88%) Dask
5 10 (9.90%) Spark Streaming
6 9 (8.91%) RESTful
7 8 (7.92%) Apache Beam
8 4 (3.96%) Django
8 4 (3.96%) Flask
9 2 (1.98%) JSON
9 2 (1.98%) Node.js
9 2 (1.98%) Redux
9 2 (1.98%) REST
9 2 (1.98%) SciPy
9 2 (1.98%) SOAP
9 2 (1.98%) Web Services
9 2 (1.98%) XML
10 1 (0.99%) Apache NiFi
10 1 (0.99%) GraphQL
10 1 (0.99%) gRPC
Miscellaneous
1 13 (12.87%) Hedge funds
2 12 (11.88%) Data Structures
3 10 (9.90%) Data Centre
3 10 (9.90%) Equities
3 10 (9.90%) Management Information System
4 6 (5.94%) Greenfield Project
5 4 (3.96%) Analytical Skills
6 3 (2.97%) Algorithms
7 2 (1.98%) Credit Risk
8 1 (0.99%) User Experience
Operating Systems
1 2 (1.98%) Linux
Processes & Methodologies
1 49 (48.51%) ETL
2 38 (37.62%) Business Intelligence
3 25 (24.75%) Data Transformation
4 22 (21.78%) Machine Learning
5 21 (20.79%) Data Science
6 17 (16.83%) Analytics
6 17 (16.83%) Visualisation
7 16 (15.84%) Data Engineering
7 16 (15.84%) DevOps
8 13 (12.87%) Data Modelling
8 13 (12.87%) Data Visualisation
8 13 (12.87%) Workflow
9 11 (10.89%) Statistics
10 10 (9.90%) Computer Science
10 10 (9.90%) Data Integration
10 10 (9.90%) Informatics
10 10 (9.90%) OO
10 10 (9.90%) Process Improvement
10 10 (9.90%) Root Cause Analysis
10 10 (9.90%) Workflow Management
Programming Languages
1 69 (68.32%) Python
2 65 (64.36%) SQL
3 22 (21.78%) Scala
4 19 (18.81%) Java
5 10 (9.90%) C++
6 3 (2.97%) R
7 2 (1.98%) JavaScript
8 1 (0.99%) Go
8 1 (0.99%) Kotlin
8 1 (0.99%) Shell Script
8 1 (0.99%) TypeScript
Qualifications
1 10 (9.90%) Computer Science Degree
1 10 (9.90%) Degree
Quality Assurance & Compliance
1 1 (0.99%) Data Quality
1 1 (0.99%) GDPR
System Software
1 7 (6.93%) Docker
2 1 (0.99%) Apache Flume
Systems Management
1 33 (32.67%) Kubernetes
2 12 (11.88%) Terraform
3 4 (3.96%) Oozie
Vendors
1 30 (29.70%) Google
2 26 (25.74%) Tableau
3 10 (9.90%) Microsoft
4 4 (3.96%) Talend
5 3 (2.97%) Oracle
5 3 (2.97%) Spotify
6 2 (1.98%) Databricks
7 1 (0.99%) Cognos
7 1 (0.99%) Teradata