Period
to 19 August 2019

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 19 August 2019 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK
6 months to
19 Aug 2019
Same period 2018 Same period 2017
Rank 993 1134 1172
Rank change year-on-year +141 +38 +112
Permanent jobs citing Apache Airflow 101 46 43
As % of all permanent IT jobs advertised in the UK 0.071% 0.027% 0.024%
As % of the Application Platforms category 0.48% 0.16% 0.13%
Number of salaries quoted 85 42 41
UK median annual salary £72,500 £65,000 £65,000
Median salary % change year-on-year +11.54% - +1.96%
10th Percentile £40,000 £36,250 £45,000
90th Percentile £94,000 £85,000 £126,250
UK excluding London median annual salary £47,500 £45,000 £46,000
% change year-on-year +5.56% -2.17% -

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 21,141 28,027 31,893
As % of all permanent IT jobs advertised in the UK 14.91% 16.58% 18.00%
Number of salaries quoted 16,684 22,423 25,750
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,619 £28,000 £27,000
90th Percentile £85,000 £81,250 £76,250
UK excluding London median annual salary £43,500 £44,000 £41,500
% change year-on-year -1.14% +6.02% +3.75%

Apache Airflow
Job Vacancy Trend

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

Job vacancy trend for Apache Airflow in the UK

Apache Airflow
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Airflow.

Salary trend for Apache Airflow in the UK

Apache Airflow
Salary Histogram

The salary distribution of IT jobs citing Apache Airflow over the 6 months to 19 August 2019.

Salary histogram for Apache Airflow in the UK

Apache Airflow
Top 8 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 19 August 2019. 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 +144 91 £75,000 +15.38% 26
London +140 79 £75,000 +15.38% 24
UK excluding London +71 20 £47,500 +5.56% 2
Wales +18 9 £40,000 +23.08%
South East +25 6 £62,500 +38.89% 1
East of England - 4 £78,750 -
Midlands +30 1 £62,500 +2.04%
East Midlands +25 1 £62,500 +2.04%

For the 6 months to 19 August 2019, 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 95 (94.06%) Python
2 62 (61.39%) Amazon AWS
3 56 (55.45%) Apache Spark
4 53 (52.48%) SQL
5 51 (50.50%) Big Data
6 46 (45.54%) Data Science
7 37 (36.63%) Agile Software Development
8 33 (32.67%) ETL
9 32 (31.68%) Hadoop
10 31 (30.69%) Kafka
11 30 (29.70%) Apache
12 29 (28.71%) Data Engineering
13 28 (27.72%) Google Cloud Platform
14 26 (25.74%) Analytics
14 26 (25.74%) Business Intelligence
15 25 (24.75%) Java
15 25 (24.75%) Google
16 24 (23.76%) Linux
16 24 (23.76%) Apache Hive
16 24 (23.76%) Docker
17 23 (22.77%) Machine Learning
18 22 (21.78%) Pandas
19 20 (19.80%) Luigi
20 19 (18.81%) Terraform
20 19 (18.81%) Scala
20 19 (18.81%) Software Engineering
21 18 (17.82%) Data Warehouse
21 18 (17.82%) Amazon EMR
21 18 (17.82%) Amazon Redshift
22 17 (16.83%) BigQuery

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 56 (55.45%) Apache Spark
2 30 (29.70%) Apache
3 20 (19.80%) Luigi
4 14 (13.86%) Elasticsearch
5 12 (11.88%) Jupyter
6 5 (4.95%) Apache Solr
7 4 (3.96%) SAS
8 1 (0.99%) Apache Pig
8 1 (0.99%) Tomcat
Applications
1 2 (1.98%) Microsoft Excel
1 2 (1.98%) SPSS
1 2 (1.98%) Stata
Cloud Services
1 62 (61.39%) Amazon AWS
2 28 (27.72%) Google Cloud Platform
3 18 (17.82%) Amazon EMR
4 13 (12.87%) Amazon EC2
4 13 (12.87%) Amazon S3
5 7 (6.93%) AWS CloudFormation
5 7 (6.93%) Microsoft Azure
6 6 (5.94%) Amazon ELB
6 6 (5.94%) Amazon Kinesis
7 5 (4.95%) GitHub
8 3 (2.97%) Amazon SageMaker
8 3 (2.97%) AWS Lambda
8 3 (2.97%) Power Platform
8 3 (2.97%) Serverless
9 2 (1.98%) Google Analytics
9 2 (1.98%) SaaS
10 1 (0.99%) Amazon SQS
10 1 (0.99%) AWS Data Pipeline
10 1 (0.99%) Cloud Computing
10 1 (0.99%) PaaS
Communications & Networking
1 2 (1.98%) Internet
2 1 (0.99%) MQTT
Database & Business Intelligence
1 51 (50.50%) Big Data
2 32 (31.68%) Hadoop
3 24 (23.76%) Apache Hive
4 18 (17.82%) Amazon Redshift
4 18 (17.82%) Data Warehouse
5 17 (16.83%) BigQuery
6 14 (13.86%) PostgreSQL
6 14 (13.86%) Presto
7 12 (11.88%) MySQL
8 11 (10.89%) Relational Database
9 8 (7.92%) Amazon DynamoDB
9 8 (7.92%) Parquet
9 8 (7.92%) SQL Server
10 7 (6.93%) Amazon RDS
11 6 (5.94%) Amazon Athena
11 6 (5.94%) Flink
11 6 (5.94%) Looker
11 6 (5.94%) NoSQL
12 5 (4.95%) Apache Cassandra
13 4 (3.96%) HBase
Development Applications
1 17 (16.83%) Git (software)
2 13 (12.87%) Jenkins
3 5 (4.95%) Bitbucket
4 4 (3.96%) GoCD
4 4 (3.96%) Travis CI
5 2 (1.98%) GitLab
6 1 (0.99%) Atlassian Bamboo
6 1 (0.99%) Eclipse
6 1 (0.99%) JIRA
6 1 (0.99%) Liquibase
6 1 (0.99%) Octopus Deploy
6 1 (0.99%) ProC
General
1 9 (8.91%) Finance
2 8 (7.92%) Advertising
2 8 (7.92%) Marketing
3 6 (5.94%) Publishing
4 3 (2.97%) Games
4 3 (2.97%) Music Industry
4 3 (2.97%) Pharmaceutical
5 1 (0.99%) Law
5 1 (0.99%) Retail
Job Titles
1 61 (60.40%) Data Engineer
2 17 (16.83%) Developer
3 14 (13.86%) Python Developer
4 13 (12.87%) Senior Data Engineer
5 12 (11.88%) AWS Engineer
6 11 (10.89%) Python Engineer
7 9 (8.91%) Big Data Engineer
8 8 (7.92%) Architect
8 8 (7.92%) Data Architect
8 8 (7.92%) Data Science Engineer
9 6 (5.94%) Platform Engineer
10 4 (3.96%) Data Manager
10 4 (3.96%) Machine Learning Engineer
11 3 (2.97%) Backend Developer
11 3 (2.97%) Cloud Engineer
11 3 (2.97%) Data Scientist
11 3 (2.97%) Hadoop Engineer
11 3 (2.97%) Junior
11 3 (2.97%) Linux Engineer
11 3 (2.97%) Software Engineer
Libraries, Frameworks & Software Standards
1 31 (30.69%) Kafka
2 22 (21.78%) Pandas
3 14 (13.86%) Flask
4 13 (12.87%) PySpark
5 12 (11.88%) Web Services
6 9 (8.91%) Apache Beam
7 8 (7.92%) Celery
8 7 (6.93%) scikit-learn
9 6 (5.94%) Django
9 6 (5.94%) JDBC
9 6 (5.94%) NumPy
9 6 (5.94%) ODBC
9 6 (5.94%) Series 60
10 4 (3.96%) JSON
10 4 (3.96%) Spark Streaming
11 3 (2.97%) REST
12 2 (1.98%) LAMP
12 2 (1.98%) Node.js
12 2 (1.98%) RabbitMQ
12 2 (1.98%) SQLAlchemy
Miscellaneous
1 13 (12.87%) Self-Motivation
2 12 (11.88%) Analytical Skills
3 7 (6.93%) Data Structures
3 7 (6.93%) Greenfield Project
4 6 (5.94%) Algorithms
5 3 (2.97%) Video\Live Streaming
6 2 (1.98%) Management Information System
6 2 (1.98%) Replication
6 2 (1.98%) User Experience
7 1 (0.99%) Cloud Native
7 1 (0.99%) Data Protection Act
7 1 (0.99%) Mobile App
7 1 (0.99%) Reference Data
7 1 (0.99%) Virtual Team
Operating Systems
1 24 (23.76%) Linux
2 7 (6.93%) Unix
3 2 (1.98%) Windows
Processes & Methodologies
1 46 (45.54%) Data Science
2 37 (36.63%) Agile Software Development
3 33 (32.67%) ETL
4 29 (28.71%) Data Engineering
5 26 (25.74%) Analytics
5 26 (25.74%) Business Intelligence
6 23 (22.77%) Machine Learning
7 19 (18.81%) Software Engineering
8 15 (14.85%) Data Modelling
8 15 (14.85%) DevOps
9 14 (13.86%) Open Source
10 13 (12.87%) Workflow
11 11 (10.89%) Computer Science
12 10 (9.90%) TDD
13 9 (8.91%) Continuous Integration
13 9 (8.91%) Visualisation
14 8 (7.92%) Problem-Solving
15 7 (6.93%) Artificial Intelligence
15 7 (6.93%) Data Ingestion
15 7 (6.93%) Mathematics
Programming Languages
1 95 (94.06%) Python
2 53 (52.48%) SQL
3 25 (24.75%) Java
4 19 (18.81%) Scala
5 7 (6.93%) Bash Shell
5 7 (6.93%) C++
5 7 (6.93%) Go
6 5 (4.95%) Shell Script
7 4 (3.96%) R
8 2 (1.98%) C#
8 2 (1.98%) JavaScript
8 2 (1.98%) MATLAB
8 2 (1.98%) VBA
9 1 (0.99%) C
9 1 (0.99%) Clojure
9 1 (0.99%) Kotlin
9 1 (0.99%) PL/SQL
9 1 (0.99%) Ruby
9 1 (0.99%) SPARQL
9 1 (0.99%) TypeScript
Qualifications
1 6 (5.94%) Degree
2 4 (3.96%) Computer Science Degree
3 3 (2.97%) PhD
4 1 (0.99%) Numerate Degree
Quality Assurance & Compliance
1 3 (2.97%) Data Quality
System Software
1 24 (23.76%) Docker
2 5 (4.95%) HDFS
3 1 (0.99%) Apache Flume
Systems Management
1 19 (18.81%) Terraform
2 8 (7.92%) Ansible
2 8 (7.92%) Kubernetes
3 6 (5.94%) Oozie
4 3 (2.97%) Control-M
4 3 (2.97%) Packer
5 1 (0.99%) Kibana
Vendors
1 25 (24.75%) Google
2 15 (14.85%) Tableau
3 12 (11.88%) Talend
4 6 (5.94%) Ab Initio
4 6 (5.94%) Splunk
5 4 (3.96%) Databricks
5 4 (3.96%) Oracle
6 3 (2.97%) Alteryx
6 3 (2.97%) Birst
6 3 (2.97%) Microsoft
6 3 (2.97%) Netezza
7 1 (0.99%) RapidMiner
7 1 (0.99%) Salesforce.com
7 1 (0.99%) Samsung
7 1 (0.99%) Teradata