Period
to 24 June 2018

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 24 June 2018 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 1147 1170 -
Rank change year-on-year +23 - -
Permanent jobs citing Apache Airflow 39 31 0
As % of all permanent IT jobs advertised in the UK 0.022% 0.018% -
As % of the Application Platforms category 0.13% 0.10% -
Number of salaries quoted 38 31 0
UK median annual salary £65,750 £70,000 -
Median salary % change year-on-year -6.07% - -
UK excluding London median annual salary £45,000 £46,000 -
% change year-on-year -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 28,970 30,946 37,874
As % of all permanent IT jobs advertised in the UK 16.67% 17.88% 18.80%
Number of salaries quoted 23,338 25,405 32,028
UK median annual salary £50,000 £46,500 £45,000
Median salary % change year-on-year +7.53% +3.33% -
10th Percentile £27,500 £26,750 £26,250
90th Percentile £80,000 £75,000 £73,075
UK excluding London median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 24 June 2018.

Salary histogram for Apache Airflow in the UK

Apache Airflow
Top 7 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 24 June 2018. 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 -4 36 £67,500 -3.57% 9
London -3 32 £67,500 -3.57% 8
UK excluding London +7 7 £45,000 -2.17% 3
Wales - 3 £32,500 - 1
East Midlands - 2 £70,000 -
Midlands - 2 £70,000 -
South East - 2 £45,000 -

For the 6 months to 24 June 2018, 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 39 (100.00%) Python
2 25 (64.10%) SQL
3 18 (46.15%) Data Science
3 18 (46.15%) Apache Spark
4 17 (43.59%) Scala
5 16 (41.03%) Amazon AWS
5 16 (41.03%) Apache
6 15 (38.46%) Agile Software Development
7 14 (35.90%) Machine Learning
7 14 (35.90%) Algorithms
8 13 (33.33%) Big Data
9 12 (30.77%) Analytics
9 12 (30.77%) ETL
9 12 (30.77%) Data Engineering
10 11 (28.21%) Java
10 11 (28.21%) Software Engineering
10 11 (28.21%) Degree
10 11 (28.21%) Redis
10 11 (28.21%) NoSQL
10 11 (28.21%) Docker
10 11 (28.21%) Flask
11 10 (25.64%) Octopus Deploy
11 10 (25.64%) Jenkins
11 10 (25.64%) Workflow
12 9 (23.08%) Linux
12 9 (23.08%) Data Warehouse
12 9 (23.08%) Google Cloud Platform
13 8 (20.51%) Data Structures
13 8 (20.51%) Gradle
13 8 (20.51%) TeamCity

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 18 (46.15%) Apache Spark
2 16 (41.03%) Apache
3 5 (12.82%) Luigi
4 3 (7.69%) Elasticsearch
Applications
1 1 (2.56%) Microsoft Excel
Cloud Services
1 16 (41.03%) Amazon AWS
2 9 (23.08%) Google Cloud Platform
3 6 (15.38%) Amazon EMR
4 3 (7.69%) Microsoft Azure
5 2 (5.13%) Amazon EC2
5 2 (5.13%) Amazon S3
6 1 (2.56%) Amazon Kinesis
6 1 (2.56%) AWS Lambda
6 1 (2.56%) Serverless
Communications & Networking
1 2 (5.13%) Firewall
Database & Business Intelligence
1 13 (33.33%) Big Data
2 11 (28.21%) NoSQL
2 11 (28.21%) Redis
3 9 (23.08%) Data Warehouse
4 8 (20.51%) Hadoop
5 5 (12.82%) BigQuery
5 5 (12.82%) PostgreSQL
6 4 (10.26%) MongoDB
6 4 (10.26%) MySQL
6 4 (10.26%) SQL Server
7 3 (7.69%) Amazon Redshift
7 3 (7.69%) Data Mining
8 2 (5.13%) Data Lake
8 2 (5.13%) Looker
8 2 (5.13%) Oracle Database
8 2 (5.13%) Oracle Database 11g
8 2 (5.13%) Oracle OWB
8 2 (5.13%) Power BI
8 2 (5.13%) Presto
9 1 (2.56%) Blockchain
Development Applications
1 10 (25.64%) Jenkins
1 10 (25.64%) Octopus Deploy
2 8 (20.51%) Gradle
2 8 (20.51%) TeamCity
3 7 (17.95%) Artifactory
3 7 (17.95%) Git (software)
4 1 (2.56%) GoCD
General
1 2 (5.13%) Finance
1 2 (5.13%) Music Industry
2 1 (2.56%) Retail
Job Titles
1 22 (56.41%) Data Engineer
2 12 (30.77%) Python Engineer
3 10 (25.64%) Machine Learning Engineer
4 4 (10.26%) AWS Engineer
4 4 (10.26%) Developer
4 4 (10.26%) Python Developer
5 3 (7.69%) Architect
5 3 (7.69%) Big Data Engineer
5 3 (7.69%) Data Architect
5 3 (7.69%) DevOps Engineer
5 3 (7.69%) Software Engineer
6 2 (5.13%) Analyst
6 2 (5.13%) AWS DevOps
6 2 (5.13%) AWS DevOps Engineer
6 2 (5.13%) Consultant
6 2 (5.13%) Data Analyst
6 2 (5.13%) Java Engineer
6 2 (5.13%) Platform Engineer
6 2 (5.13%) Senior Data Engineer
6 2 (5.13%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 11 (28.21%) Flask
2 8 (20.51%) Django
3 4 (10.26%) Kafka
3 4 (10.26%) Pandas
4 3 (7.69%) SQLAlchemy
4 3 (7.69%) TensorFlow
4 3 (7.69%) Web Services
5 2 (5.13%) JSON
5 2 (5.13%) PySpark
5 2 (5.13%) XML
6 1 (2.56%) RabbitMQ
6 1 (2.56%) REST
6 1 (2.56%) scikit-learn
Miscellaneous
1 14 (35.90%) Algorithms
2 8 (20.51%) Data Structures
3 4 (10.26%) Linux Command Line
4 2 (5.13%) Computer Science
4 2 (5.13%) Robotics
5 1 (2.56%) Analytical Skills
5 1 (2.56%) Digital Media
5 1 (2.56%) Enterprise Software
5 1 (2.56%) Fintech
5 1 (2.56%) Video on Demand
Operating Systems
1 9 (23.08%) Linux
2 3 (7.69%) Unix
3 1 (2.56%) Ubuntu
Processes & Methodologies
1 18 (46.15%) Data Science
2 15 (38.46%) Agile Software Development
3 14 (35.90%) Machine Learning
4 12 (30.77%) Analytics
4 12 (30.77%) Data Engineering
4 12 (30.77%) ETL
5 11 (28.21%) Software Engineering
6 10 (25.64%) Workflow
7 8 (20.51%) Continuous Delivery
7 8 (20.51%) Mathematics
7 8 (20.51%) Physics
8 7 (17.95%) Chemistry
8 7 (17.95%) Continuous Integration
9 6 (15.38%) DevOps
10 5 (12.82%) Business Intelligence
10 5 (12.82%) Data Architecture
10 5 (12.82%) Problem-Solving
10 5 (12.82%) Visualisation
11 4 (10.26%) Kanban
11 4 (10.26%) Scrum
Programming Languages
1 39 (100.00%) Python
2 25 (64.10%) SQL
3 17 (43.59%) Scala
4 11 (28.21%) Java
5 7 (17.95%) Go
6 3 (7.69%) C
6 3 (7.69%) C++
6 3 (7.69%) R
7 2 (5.13%) Ruby
8 1 (2.56%) JavaScript
Qualifications
1 11 (28.21%) Degree
2 1 (2.56%) Master's Degree
2 1 (2.56%) PhD
Quality Assurance & Compliance
1 2 (5.13%) Data Quality
1 2 (5.13%) GCP
System Software
1 11 (28.21%) Docker
Systems Management
1 8 (20.51%) Prometheus
2 7 (17.95%) Grafana
3 5 (12.82%) Kubernetes
4 3 (7.69%) Terraform
5 1 (2.56%) Ansible
5 1 (2.56%) Opscode Chef
5 1 (2.56%) Puppet
Vendors
1 8 (20.51%) Google
2 5 (12.82%) Informatica
2 5 (12.82%) Tableau
3 2 (5.13%) Ab Initio
3 2 (5.13%) Oracle
3 2 (5.13%) Talend
4 1 (2.56%) Microsoft