Period
to 21 September 2017

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 21 September 2017 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK
6 months to
21 Sep 2017
Same period 2016 Same period 2015
Rank 1121 1249 -
Rank change year-on-year +128 - -
Permanent jobs citing Apache Airflow 48 3 0
As % of all permanent IT jobs advertised in the UK 0.027% 0.002% -
As % of the Application Platforms category 0.15% 0.008% -
Number of salaries quoted 45 3 0
UK median annual salary £60,000 £70,000 -
Median salary % change year-on-year -14.29% - -
UK excluding London median annual salary £46,000 - -

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 31462 35953 41912
As % of all permanent IT jobs advertised in the UK 17.83% 18.48% 19.10%
Number of salaries quoted 25209 30509 34863
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,000 £26,750 £26,250
90th Percentile £76,250 £75,000 £72,500
UK excluding London median annual salary £41,000 £40,000 £40,000
% change year-on-year +2.50% - +2.56%

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 21 September 2017.

Salary histogram for Apache Airflow in the UK

Apache Airflow
Top 5 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 21 September 2017. 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 +102 48 £60,000 -14.29% 2
London +54 45 £62,500 -10.71% 2
North West - 3 £46,000 -
UK excluding London - 3 £46,000 -
North of England - 3 £46,000 -

For the 6 months to 21 September 2017, IT jobs citing Apache Airflow also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Apache Airflow.

1 44 (91.67%) Apache Spark
2 38 (79.17%) Python
3 29 (60.42%) Marketing
4 27 (56.25%) Hadoop
5 26 (54.17%) Big Data
6 24 (50.00%) Agile Software Development
7 23 (47.92%) Git (software)
8 22 (45.83%) Scala
8 22 (45.83%) Digital Marketing
8 22 (45.83%) Business Intelligence
8 22 (45.83%) Oozie
9 19 (39.58%) ETL
10 18 (37.50%) Amazon AWS
10 18 (37.50%) Software Engineering
10 18 (37.50%) Relational Database
10 18 (37.50%) Amazon Redshift
11 17 (35.42%) Kafka
11 17 (35.42%) Data Engineering
11 17 (35.42%) Open Source
12 16 (33.33%) Linux
12 16 (33.33%) Data Warehouse
13 15 (31.25%) Apache
13 15 (31.25%) RDBMS
13 15 (31.25%) Microservices
14 14 (29.17%) DevOps
14 14 (29.17%) Machine Learning
14 14 (29.17%) Electronics
14 14 (29.17%) Telecoms
14 14 (29.17%) Finance
14 14 (29.17%) Manufacturing

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 44 (91.67%) Apache Spark
2 15 (31.25%) Apache
3 10 (20.83%) SAS
4 9 (18.75%) Elasticsearch
5 2 (4.17%) Luigi
6 1 (2.08%) OpenStack
6 1 (2.08%) Oracle Workflow
Applications
1 1 (2.08%) HipChat
Cloud Services
1 18 (37.50%) Amazon AWS
2 9 (18.75%) Amazon EC2
2 9 (18.75%) Amazon Kinesis
3 8 (16.67%) Amazon CloudWatch
3 8 (16.67%) AWS Lambda
3 8 (16.67%) GitHub
3 8 (16.67%) Virtual Private Cloud
4 2 (4.17%) Amazon S3
5 1 (2.08%) SaaS
Communications & Networking
1 1 (2.08%) HTTP
Database & Business Intelligence
1 27 (56.25%) Hadoop
2 26 (54.17%) Big Data
3 18 (37.50%) Amazon Redshift
3 18 (37.50%) Relational Database
4 16 (33.33%) Data Warehouse
5 15 (31.25%) RDBMS
6 11 (22.92%) Apache Hive
7 10 (20.83%) HBase
8 9 (18.75%) PostgreSQL
9 8 (16.67%) Amazon RDS
9 8 (16.67%) Impala
9 8 (16.67%) InfluxDB
9 8 (16.67%) Neo4j
9 8 (16.67%) SAS Data Integration Studio
9 8 (16.67%) SQL Server
10 7 (14.58%) MariaDB
10 7 (14.58%) MySQL
10 7 (14.58%) OLAP
10 7 (14.58%) Presto
11 2 (4.17%) Redis
Development Applications
1 23 (47.92%) Git (software)
2 4 (8.33%) JIRA
3 3 (6.25%) GitLab
3 3 (6.25%) PyCharm
3 3 (6.25%) TeamCity
4 1 (2.08%) Bitbucket
4 1 (2.08%) Jenkins
General
1 29 (60.42%) Marketing
2 14 (29.17%) Electronics
2 14 (29.17%) Finance
2 14 (29.17%) Manufacturing
2 14 (29.17%) Telecoms
3 1 (2.08%) Advertising
3 1 (2.08%) Retail
Job Titles
1 22 (45.83%) Developer
2 15 (31.25%) Data Engineer
3 13 (27.08%) Python Developer
4 8 (16.67%) Big Data Developer
4 8 (16.67%) Head of Engineering
5 7 (14.58%) Python Software Engineer
5 7 (14.58%) Software Engineer
6 6 (12.50%) Data Warehouse Developer
7 4 (8.33%) DevOps Engineer
7 4 (8.33%) Linux DevOps Engineer
7 4 (8.33%) Linux Engineer
7 4 (8.33%) Linux/Unix DevOps
7 4 (8.33%) Senior Data Engineer
8 2 (4.17%) Big Data Engineer
9 1 (2.08%) AWS Engineer
9 1 (2.08%) AWS Software Engineer
9 1 (2.08%) Big Data Software Engineer
9 1 (2.08%) Linux Support
9 1 (2.08%) Linux Support Engineer
9 1 (2.08%) Support Engineer
Libraries, Frameworks & Software Standards
1 17 (35.42%) Kafka
2 12 (25.00%) PySpark
3 9 (18.75%) Web Services
4 8 (16.67%) Node.js
5 7 (14.58%) Scrapy
6 6 (12.50%) GraphX
6 6 (12.50%) Serverless Framework
7 2 (4.17%) NumPy
7 2 (4.17%) Pandas
7 2 (4.17%) scikit-learn
8 1 (2.08%) Celery
8 1 (2.08%) Django
8 1 (2.08%) Elastic Stack
8 1 (2.08%) Flask
8 1 (2.08%) JSON
8 1 (2.08%) pytest
8 1 (2.08%) RabbitMQ
8 1 (2.08%) SciPy
8 1 (2.08%) SQLAlchemy
8 1 (2.08%) TensorFlow
Miscellaneous
1 3 (6.25%) Analytical Skills
1 3 (6.25%) Linux Command Line
2 2 (4.17%) Mobile App
3 1 (2.08%) Algorithms
3 1 (2.08%) Computer Science
3 1 (2.08%) Data Structures
3 1 (2.08%) Hedge funds
3 1 (2.08%) Private Cloud
Operating Systems
1 16 (33.33%) Linux
Processes & Methodologies
1 24 (50.00%) Agile Software Development
2 22 (45.83%) Business Intelligence
2 22 (45.83%) Digital Marketing
3 19 (39.58%) ETL
4 18 (37.50%) Software Engineering
5 17 (35.42%) Data Engineering
5 17 (35.42%) Open Source
6 15 (31.25%) Microservices
7 14 (29.17%) DevOps
7 14 (29.17%) Machine Learning
7 14 (29.17%) Programme Management
8 13 (27.08%) OO
9 9 (18.75%) MapReduce
9 9 (18.75%) User Acceptance Testing
10 8 (16.67%) Data Analysis
10 8 (16.67%) E-Commerce
10 8 (16.67%) Line Management
10 8 (16.67%) System Integration Testing
10 8 (16.67%) Unit Testing
11 7 (14.58%) SOA
Programming Languages
1 38 (79.17%) Python
2 22 (45.83%) Scala
3 13 (27.08%) Java
4 11 (22.92%) SQL
5 9 (18.75%) Shell Script
Qualifications
1 1 (2.08%) PhD
Quality Assurance & Compliance
1 6 (12.50%) Data Quality
2 3 (6.25%) QA
System Software
1 5 (10.42%) Docker
Systems Management
1 22 (45.83%) Oozie
2 13 (27.08%) Ansible
3 8 (16.67%) Kibana
4 3 (6.25%) Opscode Chef
4 3 (6.25%) Puppet
5 1 (2.08%) Grafana
5 1 (2.08%) logstash
5 1 (2.08%) Prometheus
Vendors
1 14 (29.17%) SAP
2 10 (20.83%) Cloudera
2 10 (20.83%) Hortonworks
3 8 (16.67%) PagerDuty
4 6 (12.50%) Microsoft
5 3 (6.25%) Atlassian
6 1 (2.08%) Facebook
6 1 (2.08%) Oracle
6 1 (2.08%) Twitter