Period
to 4 July 2020

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

Apache Airflow
UK
6 months to
4 Jul 2020
Same period 2019 Same period 2018
Rank 679 1037 1185
Rank change year-on-year +358 +148 -2
Permanent jobs citing Apache Airflow 168 75 42
As % of all permanent jobs advertised in the UK 0.21% 0.051% 0.024%
As % of the Application Platforms category 1.49% 0.34% 0.14%
Number of salaries quoted 163 63 40
Median annual salary £70,000 £75,000 £65,000
Median salary % change year-on-year -6.67% +15.38% -7.14%
10th Percentile £44,250 £40,000 £35,875
90th Percentile £97,500 £95,000 £85,000
UK excluding London median annual salary £60,000 £47,500 £42,500
% change year-on-year +26.32% +11.76% -7.61%

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 11,265 22,117 29,539
As % of all permanent IT jobs advertised in the UK 14.28% 15.06% 16.64%
Number of salaries quoted 8,947 17,465 23,811
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +6.38%
10th Percentile £31,250 £28,000 £27,750
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +6.25%

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 2020.

Salary histogram for Apache Airflow in the UK

Apache Airflow
Top 12 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 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
England +367 165 £70,000 -12.50% 13
London +241 138 £78,750 -1.56% 6
UK excluding London +249 30 £60,000 +26.32% 7
Work from Home +70 15 £70,000 +5.66% 5
South West - 9 £44,000 - 3
East of England +107 8 £70,000 +1.82% 1
South East +146 7 £65,000 +18.18% 3
Scotland - 3 £90,000 -
Midlands +112 2 £55,000 -12.00%
West Midlands - 2 £55,000 -
North of England +141 1 £55,000 -
North West - 1 £55,000 -

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

1 145 (86.31%) Python
2 117 (69.64%) AWS
3 87 (51.79%) SQL
3 87 (51.79%) GCP
4 86 (51.19%) Scala
5 82 (48.81%) Kafka
6 81 (48.21%) ETL
7 76 (45.24%) Data Science
8 73 (43.45%) Analytics
9 71 (42.26%) Apache Spark
10 70 (41.67%) Big Data
11 69 (41.07%) Java
12 57 (33.93%) PostgreSQL
13 53 (31.55%) Apache
14 52 (30.95%) Hadoop
15 51 (30.36%) Azure
16 50 (29.76%) DevOps
16 50 (29.76%) Luigi
17 49 (29.17%) BigQuery
18 46 (27.38%) Machine Learning
18 46 (27.38%) NoSQL
18 46 (27.38%) Amazon Redshift
19 45 (26.79%) Data Engineering
20 44 (26.19%) Amazon S3
20 44 (26.19%) Google
20 44 (26.19%) Business Intelligence
21 43 (25.60%) Workflow
21 43 (25.60%) Amazon EMR
22 38 (22.62%) Data Warehouse
23 36 (21.43%) Degree

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 71 (42.26%) Apache Spark
2 53 (31.55%) Apache
3 50 (29.76%) Luigi
4 11 (6.55%) Jupyter
5 8 (4.76%) Elasticsearch
6 3 (1.79%) Confluence
7 1 (0.60%) Apache Pig
7 1 (0.60%) nginx
Cloud Services
1 117 (69.64%) AWS
2 87 (51.79%) GCP
3 51 (30.36%) Azure
4 44 (26.19%) Amazon S3
5 43 (25.60%) Amazon EMR
6 33 (19.64%) Amazon EC2
7 23 (13.69%) Power Platform
8 17 (10.12%) Amazon Kinesis
9 12 (7.14%) Serverless
10 11 (6.55%) Amazon SQS
11 9 (5.36%) Virtual Private Cloud
12 8 (4.76%) Logic Apps
12 8 (4.76%) Stackdriver
13 6 (3.57%) Amazon EKS
13 6 (3.57%) AWS Data Pipeline
13 6 (3.57%) Azure Data Factory
14 5 (2.98%) Amazon CloudWatch
14 5 (2.98%) AWS CloudTrail
14 5 (2.98%) AWS Lambda
14 5 (2.98%) GitHub
Communications & Networking
1 7 (4.17%) Network Security
Database & Business Intelligence
1 70 (41.67%) Big Data
2 57 (33.93%) PostgreSQL
3 52 (30.95%) Hadoop
4 49 (29.17%) BigQuery
5 46 (27.38%) Amazon Redshift
5 46 (27.38%) NoSQL
6 38 (22.62%) Data Warehouse
7 30 (17.86%) Amazon RDS
7 30 (17.86%) SQL Server
8 28 (16.67%) Snowflake Schema
9 26 (15.48%) Relational Database
10 25 (14.88%) Apache Cassandra
10 25 (14.88%) SQL Server Integration Services
11 24 (14.29%) Amazon DynamoDB
11 24 (14.29%) Azkaban
12 23 (13.69%) Power BI
13 19 (11.31%) Data Lake
14 17 (10.12%) Apache Hive
15 16 (9.52%) Looker
16 12 (7.14%) MySQL
Development Applications
1 13 (7.74%) Jenkins
2 10 (5.95%) Git (software)
3 7 (4.17%) Bitbucket
4 5 (2.98%) Flyway
4 5 (2.98%) Liquibase
4 5 (2.98%) MLflow
5 3 (1.79%) CircleCI
5 3 (1.79%) JIRA
6 2 (1.19%) Octopus Deploy
6 2 (1.19%) TeamCity
6 2 (1.19%) Travis CI
7 1 (0.60%) Spinnaker
General
1 24 (14.29%) Finance
2 17 (10.12%) Marketing
3 8 (4.76%) Banking
4 5 (2.98%) Legal
5 2 (1.19%) Financial Institution
5 2 (1.19%) Games
6 1 (0.60%) Advertising
6 1 (0.60%) Publishing
Job Titles
1 121 (72.02%) Data Engineer
2 31 (18.45%) Senior Data Engineer
3 19 (11.31%) Cloud Engineer
4 18 (10.71%) AWS Engineer
4 18 (10.71%) Developer
5 17 (10.12%) Python Engineer
6 10 (5.95%) Architect
6 10 (5.95%) Data Architect
7 8 (4.76%) Python Developer
7 8 (4.76%) Senior Cloud Engineer
7 8 (4.76%) Senior Developer
8 7 (4.17%) Business Intelligence Developer
8 7 (4.17%) Principal Engineer
9 6 (3.57%) Data Scientist
9 6 (3.57%) Machine Learning Engineer
10 5 (2.98%) DevOps Engineer
10 5 (2.98%) Django Developer
10 5 (2.98%) ETL Architect
10 5 (2.98%) Python/Django Developer
10 5 (2.98%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 82 (48.81%) Kafka
2 27 (16.07%) Spark Streaming
3 18 (10.71%) Apache NiFi
4 13 (7.74%) NumPy
4 13 (7.74%) Pandas
5 7 (4.17%) Node.js
5 7 (4.17%) Web Services
6 6 (3.57%) Django
6 6 (3.57%) Natural Language Processing
7 5 (2.98%) Akka
7 5 (2.98%) Elastic Stack
7 5 (2.98%) Flask
7 5 (2.98%) SciPy
8 4 (2.38%) D3.js
8 4 (2.38%) GraphQL
8 4 (2.38%) RabbitMQ
9 3 (1.79%) GatsbyJS
9 3 (1.79%) Matplotlib
9 3 (1.79%) Redux
9 3 (1.79%) scikit-learn
Miscellaneous
1 28 (16.67%) Analytical Skills
2 25 (14.88%) Data Structures
3 21 (12.50%) Management Information System
4 17 (10.12%) Algorithms
5 9 (5.36%) Self-Motivation
6 8 (4.76%) Data Centre
7 7 (4.17%) Clustering
8 5 (2.98%) Cloud Native
8 5 (2.98%) Hedge funds
9 3 (1.79%) User Experience
10 1 (0.60%) Greenfield Project
Operating Systems
1 4 (2.38%) Linux
2 2 (1.19%) Unix
Processes & Methodologies
1 81 (48.21%) ETL
2 76 (45.24%) Data Science
3 73 (43.45%) Analytics
4 50 (29.76%) DevOps
5 46 (27.38%) Machine Learning
6 45 (26.79%) Data Engineering
7 44 (26.19%) Business Intelligence
8 43 (25.60%) Workflow
9 32 (19.05%) Computer Science
10 28 (16.67%) Artificial Intelligence
10 28 (16.67%) Data Munging
10 28 (16.67%) Data Transformation
11 25 (14.88%) Data Architecture
11 25 (14.88%) OO
12 24 (14.29%) Workflow Management
13 23 (13.69%) Data Analytics
13 23 (13.69%) Data Modelling
14 22 (13.10%) Visualisation
15 21 (12.50%) Statistics
16 20 (11.90%) Informatics
Programming Languages
1 145 (86.31%) Python
2 87 (51.79%) SQL
3 86 (51.19%) Scala
4 69 (41.07%) Java
5 28 (16.67%) C++
6 20 (11.90%) R
7 10 (5.95%) C#
8 8 (4.76%) Go
9 6 (3.57%) Haskell
10 4 (2.38%) JavaScript
11 3 (1.79%) TypeScript
12 2 (1.19%) Bash Shell
12 2 (1.19%) MATLAB
12 2 (1.19%) PowerShell
12 2 (1.19%) Ruby
13 1 (0.60%) C
13 1 (0.60%) Cython
13 1 (0.60%) Java 8
13 1 (0.60%) Julia
13 1 (0.60%) PHP
Qualifications
1 36 (21.43%) Degree
2 28 (16.67%) Computer Science Degree
3 4 (2.38%) PhD
Quality Assurance & Compliance
1 4 (2.38%) Data Quality
System Software
1 34 (20.24%) Docker
2 7 (4.17%) Virtual Servers
3 2 (1.19%) Apache ZooKeeper
Systems Management
1 31 (18.45%) Kubernetes
2 30 (17.86%) Terraform
3 12 (7.14%) Oozie
4 8 (4.76%) Opscode Chef
4 8 (4.76%) Puppet
5 5 (2.98%) Ansible
5 5 (2.98%) Salt
6 3 (1.79%) Argo
6 3 (1.79%) Kubeflow
7 1 (0.60%) ZABBIX
Vendors
1 44 (26.19%) Google
2 25 (14.88%) Tableau
3 11 (6.55%) Microsoft
3 11 (6.55%) Talend
4 8 (4.76%) SnapLogic
5 7 (4.17%) Splunk
6 4 (2.38%) Databricks
7 3 (1.79%) Spotify
8 2 (1.19%) Alias
8 2 (1.19%) Vertica
9 1 (0.60%) Cognos