Period
to 16 December 2018

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Apache Airflow skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Airflow over the 6 months to 16 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Airflow
England > London
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 578 632 612
Rank change year-on-year +54 -20 -
Contract jobs citing Apache Airflow 52 14 3
As % of all contract IT jobs advertised in London 0.11% 0.030% 0.007%
As % of the Application Platforms category 0.64% 0.17% 0.034%
Number of daily rates quoted 43 12 3
London median daily rate £575 £488 £500
Median daily rate % change year-on-year +17.95% -2.50% -
10th Percentile £435 £398 £475
90th Percentile £638 £525 £525
England median daily rate £550 £488 £500
% change year-on-year +12.82% -2.50% -
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - £19.30 -

Apache Airflow is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 8,071 8,101 8,812
As % of all contract IT jobs advertised in London 17.37% 17.16% 19.82%
Number of daily rates quoted 5,665 5,826 6,066
London median daily rate £500 £500 £450
Median daily rate % change year-on-year - +11.11% +5.88%
10th Percentile £305 £300 £275
90th Percentile £675 £650 £625
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 87 105 103
London median hourly rate £24.00 £20.44 £18.00
Median hourly rate % change year-on-year +17.45% +13.53% -16.08%
10th Percentile £13.45 £12.50 £12.55
90th Percentile £47.50 £47.83 £56.49
England median hourly rate £21.38 £20.00 £20.00
% change year-on-year +6.88% - +7.07%

Apache Airflow
Job Vacancy Trend in London

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

Job vacancy trend for Apache Airflow in London

Apache Airflow
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Airflow in London.

Contractor daily rate trend for Apache Airflow in London

Apache Airflow
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Airflow in London over the 6 months to 16 December 2018.

Contractor daily rate histogram for Apache Airflow in London

Apache Airflow
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Airflow within the London region over the 6 months to 16 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -11 15 £575 +17.95% 5
East London - 1 £413 - 2
Apache Airflow
England

For the 6 months to 16 December 2018, IT contractor 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 contract job ads across the London region with a requirement for Apache Airflow.

1 48 (92.31%) Python
2 30 (57.69%) Amazon AWS
3 25 (48.08%) Apache Spark
4 21 (40.38%) Google Cloud Platform
5 20 (38.46%) Big Data
5 20 (38.46%) SQL
6 19 (36.54%) Google
7 17 (32.69%) Analytics
7 17 (32.69%) Amazon Redshift
7 17 (32.69%) BigQuery
7 17 (32.69%) Data Science
8 16 (30.77%) DevOps
8 16 (30.77%) Agile Software Development
8 16 (30.77%) Apache
9 15 (28.85%) TDD
9 15 (28.85%) BDD
9 15 (28.85%) Scala
10 13 (25.00%) NoSQL
11 12 (23.08%) Luigi
11 12 (23.08%) Business Intelligence
12 11 (21.15%) ETL
12 11 (21.15%) Computer Science
13 10 (19.23%) Machine Learning
13 10 (19.23%) Docker
14 9 (17.31%) Continuous Integration
14 9 (17.31%) Microsoft Azure
14 9 (17.31%) Problem-Solving
15 8 (15.38%) Data Engineering
15 8 (15.38%) Java
15 8 (15.38%) Software Engineering

Apache Airflow
Co-occurring IT Skills in London 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 25 (48.08%) Apache Spark
2 16 (30.77%) Apache
3 12 (23.08%) Luigi
4 1 (1.92%) Apache Pig
4 1 (1.92%) Elasticsearch
4 1 (1.92%) Jupyter
Cloud Services
1 30 (57.69%) Amazon AWS
2 21 (40.38%) Google Cloud Platform
3 9 (17.31%) Microsoft Azure
4 4 (7.69%) Amazon S3
5 3 (5.77%) Amazon EC2
6 2 (3.85%) Amazon EMR
6 2 (3.85%) Cloud Computing
7 1 (1.92%) Amazon Kinesis
7 1 (1.92%) AWS CloudFormation
7 1 (1.92%) AWS Data Pipeline
7 1 (1.92%) AWS Lambda
7 1 (1.92%) GitHub
7 1 (1.92%) Serverless
Communications & Networking
1 3 (5.77%) Firewall
2 1 (1.92%) VPN
Database & Business Intelligence
1 20 (38.46%) Big Data
2 17 (32.69%) Amazon Redshift
2 17 (32.69%) BigQuery
3 13 (25.00%) NoSQL
4 7 (13.46%) Data Warehouse
5 6 (11.54%) Apache Hive
6 5 (9.62%) Hadoop
6 5 (9.62%) PostgreSQL
7 3 (5.77%) MySQL
7 3 (5.77%) Relational Database
8 2 (3.85%) Apache Cassandra
8 2 (3.85%) Azkaban
8 2 (3.85%) HBase
8 2 (3.85%) Presto
8 2 (3.85%) Snowflake Schema
9 1 (1.92%) Amazon Athena
9 1 (1.92%) Data Lake
9 1 (1.92%) Flink
9 1 (1.92%) Impala
9 1 (1.92%) Looker
Development Applications
1 7 (13.46%) Jenkins
2 1 (1.92%) Git (software)
2 1 (1.92%) Gradle
2 1 (1.92%) JIRA
2 1 (1.92%) TeamCity
General
1 5 (9.62%) Legal
1 5 (9.62%) Retail
2 3 (5.77%) Finance
3 2 (3.85%) Advertising
3 2 (3.85%) Games
3 2 (3.85%) Marketing
3 2 (3.85%) Publishing
Job Titles
1 24 (46.15%) Data Engineer
2 13 (25.00%) Python Engineer
3 12 (23.08%) Senior Data Engineer
4 9 (17.31%) Developer
5 8 (15.38%) Python Developer
6 6 (11.54%) DevOps Engineer
7 4 (7.69%) Big Data Engineer
7 4 (7.69%) E-Commerce Engineer
7 4 (7.69%) Python Software Engineer
7 4 (7.69%) Senior Developer
7 4 (7.69%) Senior Python Developer
7 4 (7.69%) Software Engineer
8 3 (5.77%) Senior Software Engineer
9 2 (3.85%) ETL Developer
9 2 (3.85%) Senior DevOps
10 1 (1.92%) Business Intelligence Analyst
10 1 (1.92%) Business Intelligence Developer
10 1 (1.92%) Computer Engineer
10 1 (1.92%) ETL Analyst
10 1 (1.92%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 5 (9.62%) Django
1 5 (9.62%) Kafka
1 5 (9.62%) PySpark
2 4 (7.69%) NumPy
2 4 (7.69%) Pandas
3 3 (5.77%) Celery
3 3 (5.77%) Flask
4 2 (3.85%) GraphQL
4 2 (3.85%) RabbitMQ
4 2 (3.85%) React
4 2 (3.85%) Sass
4 2 (3.85%) scikit-learn
5 1 (1.92%) Akka
5 1 (1.92%) Elastic Stack
5 1 (1.92%) Flash
5 1 (1.92%) Matplotlib
5 1 (1.92%) Ruby on Rails
5 1 (1.92%) SciPy
5 1 (1.92%) Spark Streaming
Miscellaneous
1 7 (13.46%) Analytical Skills
2 4 (7.69%) Algorithms
3 3 (5.77%) Linux Command Line
4 2 (3.85%) Fintech
5 1 (1.92%) Analytical Mindset
5 1 (1.92%) Greenfield Project
5 1 (1.92%) Marketing Technology
5 1 (1.92%) Self-Motivation
Operating Systems
1 5 (9.62%) Linux
2 1 (1.92%) Unix
Processes & Methodologies
1 17 (32.69%) Analytics
1 17 (32.69%) Data Science
2 16 (30.77%) Agile Software Development
2 16 (30.77%) DevOps
3 15 (28.85%) BDD
3 15 (28.85%) TDD
4 12 (23.08%) Business Intelligence
5 11 (21.15%) Computer Science
5 11 (21.15%) ETL
6 10 (19.23%) Machine Learning
7 9 (17.31%) Continuous Integration
7 9 (17.31%) Problem-Solving
8 8 (15.38%) Data Engineering
8 8 (15.38%) Software Engineering
9 7 (13.46%) E-Commerce
9 7 (13.46%) Workflow
10 6 (11.54%) Continuous Delivery
10 6 (11.54%) Data-Driven Testing
10 6 (11.54%) Open Source
11 4 (7.69%) Functional Programming
Programming Languages
1 48 (92.31%) Python
2 20 (38.46%) SQL
3 15 (28.85%) Scala
4 8 (15.38%) Java
5 4 (7.69%) Ruby
6 2 (3.85%) C
6 2 (3.85%) C++
7 1 (1.92%) Bash Shell
7 1 (1.92%) C#
7 1 (1.92%) HiveQL
7 1 (1.92%) JavaScript
7 1 (1.92%) R
Qualifications
1 5 (9.62%) Computer Science Degree
1 5 (9.62%) Degree
2 2 (3.85%) Master's Degree
2 2 (3.85%) PhD
Quality Assurance & Compliance
1 2 (3.85%) QA
System Software
1 10 (19.23%) Docker
2 1 (1.92%) HDFS
Systems Management
1 6 (11.54%) Terraform
2 5 (9.62%) Ansible
3 4 (7.69%) Kubernetes
Vendors
1 19 (36.54%) Google
2 2 (3.85%) Tableau
3 1 (1.92%) PagerDuty
3 1 (1.92%) Salesforce.com
3 1 (1.92%) Vertica