Period
to 23 November 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Apache Airflow
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1138 1234 -
Rank change year-on-year +96 - -
Permanent jobs citing Apache Airflow 51 3 0
As % of all permanent IT jobs advertised in the UK 0.028% 0.002% -
As % of the Application Platforms category 0.16% 0.009% -
Number of salaries quoted 46 3 0
UK median annual salary £60,000 £70,000 -
Median salary % change year-on-year -14.29% - -
UK excluding London median annual salary - - -

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 31400 34628 40966
As % of all permanent IT jobs advertised in the UK 17.43% 18.24% 18.84%
Number of salaries quoted 25392 29251 34104
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 £77,500 £75,000 £72,500
UK excluding London median annual salary £40,000 £40,000 £40,000

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 23 November 2017.

Salary histogram for Apache Airflow in the UK

Apache Airflow
Top 2 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 23 November 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 +85 51 £60,000 -14.29% 5
London +58 51 £60,000 -14.29% 5

For the 6 months to 23 November 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 49 (96.08%) Apache Spark
2 38 (74.51%) Python
3 36 (70.59%) Hadoop
4 32 (62.75%) Git (software)
5 31 (60.78%) Oozie
6 30 (58.82%) Big Data
7 29 (56.86%) Scala
8 25 (49.02%) Agile Software Development
9 24 (47.06%) Marketing
9 24 (47.06%) ETL
9 24 (47.06%) Java
10 22 (43.14%) Linux
10 22 (43.14%) Digital Marketing
11 20 (39.22%) Apache Hive
12 19 (37.25%) Open Source
12 19 (37.25%) Relational Database
13 18 (35.29%) Hortonworks
13 18 (35.29%) Cloudera
13 18 (35.29%) Data Warehouse
14 17 (33.33%) OO
14 17 (33.33%) HBase
15 16 (31.37%) Machine Learning
15 16 (31.37%) SAS
15 16 (31.37%) Business Intelligence
16 15 (29.41%) Software Engineering
16 15 (29.41%) MapReduce
17 14 (27.45%) Kafka
17 14 (27.45%) Electronics
17 14 (27.45%) Telecoms
17 14 (27.45%) Programme Management

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 49 (96.08%) Apache Spark
2 16 (31.37%) SAS
3 9 (17.65%) Apache
4 3 (5.88%) Elasticsearch
5 2 (3.92%) OpenStack
5 2 (3.92%) Oracle Workflow
6 1 (1.96%) Apache Solr
6 1 (1.96%) Luigi
Applications
1 2 (3.92%) HipChat
Cloud Services
1 11 (21.57%) Amazon AWS
2 9 (17.65%) Amazon EC2
3 8 (15.69%) Amazon CloudWatch
3 8 (15.69%) AWS Lambda
3 8 (15.69%) GitHub
3 8 (15.69%) Serverless
3 8 (15.69%) Virtual Private Cloud
4 4 (7.84%) Amazon Kinesis
5 2 (3.92%) Microsoft Azure
5 2 (3.92%) SaaS
6 1 (1.96%) Amazon S3
6 1 (1.96%) Azure Data Factory
6 1 (1.96%) Google Cloud Platform
Communications & Networking
1 2 (3.92%) HTTP
Database & Business Intelligence
1 36 (70.59%) Hadoop
2 30 (58.82%) Big Data
3 20 (39.22%) Apache Hive
4 19 (37.25%) Relational Database
5 18 (35.29%) Data Warehouse
6 17 (33.33%) HBase
7 14 (27.45%) RDBMS
8 13 (25.49%) Amazon Redshift
9 8 (15.69%) Amazon RDS
9 8 (15.69%) InfluxDB
9 8 (15.69%) Neo4j
9 8 (15.69%) SAS Data Integration Studio
10 6 (11.76%) MongoDB
11 3 (5.88%) Data Lake
11 3 (5.88%) NoSQL
11 3 (5.88%) PostgreSQL
11 3 (5.88%) Redis
12 2 (3.92%) Apache Cassandra
12 2 (3.92%) Flink
12 2 (3.92%) SQL Server
Development Applications
1 32 (62.75%) Git (software)
2 2 (3.92%) Bitbucket
2 2 (3.92%) Jenkins
2 2 (3.92%) JIRA
3 1 (1.96%) Maven
3 1 (1.96%) Talend Open Studio
General
1 24 (47.06%) Marketing
2 14 (27.45%) Electronics
2 14 (27.45%) Finance
2 14 (27.45%) Manufacturing
2 14 (27.45%) Telecoms
3 3 (5.88%) Retail
4 2 (3.92%) Advertising
Job Titles
1 29 (56.86%) Developer
2 16 (31.37%) Python Developer
3 12 (23.53%) Data Engineer
4 8 (15.69%) Big Data Developer
4 8 (15.69%) Head of Engineering
4 8 (15.69%) Senior Data Engineer
5 6 (11.76%) Data Warehouse Developer
6 4 (7.84%) Big Data Engineer
7 2 (3.92%) Architect
7 2 (3.92%) Big Data Architect
7 2 (3.92%) Data Architect
7 2 (3.92%) DevOps Engineer
7 2 (3.92%) Linux DevOps Engineer
7 2 (3.92%) Linux Engineer
7 2 (3.92%) Linux Support
7 2 (3.92%) Linux Support Engineer
7 2 (3.92%) Linux/Unix DevOps
7 2 (3.92%) Support Engineer
8 1 (1.96%) Senior Developer
8 1 (1.96%) Solutions Architect
Libraries, Frameworks & Software Standards
1 14 (27.45%) Kafka
1 14 (27.45%) PySpark
2 10 (19.61%) Web Services
3 8 (15.69%) Node.js
4 5 (9.80%) NumPy
4 5 (9.80%) scikit-learn
5 4 (7.84%) Pandas
6 2 (3.92%) Celery
6 2 (3.92%) Django
6 2 (3.92%) Elastic Stack
6 2 (3.92%) Flask
6 2 (3.92%) JSON
6 2 (3.92%) pytest
6 2 (3.92%) RabbitMQ
6 2 (3.92%) SciPy
6 2 (3.92%) Spark Streaming
6 2 (3.92%) SQLAlchemy
6 2 (3.92%) TensorFlow
Miscellaneous
1 4 (7.84%) Mobile App
2 2 (3.92%) Algorithms
2 2 (3.92%) Computer Science
2 2 (3.92%) Data Structures
2 2 (3.92%) Private Cloud
3 1 (1.96%) Hedge funds
Operating Systems
1 22 (43.14%) Linux
Processes & Methodologies
1 25 (49.02%) Agile Software Development
2 24 (47.06%) ETL
3 22 (43.14%) Digital Marketing
4 19 (37.25%) Open Source
5 17 (33.33%) OO
6 16 (31.37%) Business Intelligence
6 16 (31.37%) Machine Learning
7 15 (29.41%) MapReduce
7 15 (29.41%) Software Engineering
8 14 (27.45%) Programme Management
9 13 (25.49%) Data Engineering
9 13 (25.49%) DevOps
9 13 (25.49%) User Acceptance Testing
10 8 (15.69%) E-Commerce
10 8 (15.69%) Line Management
10 8 (15.69%) Microservices
10 8 (15.69%) System Integration Testing
10 8 (15.69%) Unit Testing
11 5 (9.80%) Mentoring
12 4 (7.84%) Analytics
Programming Languages
1 38 (74.51%) Python
2 29 (56.86%) Scala
3 24 (47.06%) Java
4 14 (27.45%) Shell Script
5 7 (13.73%) SQL
6 1 (1.96%) C#
6 1 (1.96%) T-SQL
Qualifications
1 2 (3.92%) PhD
Quality Assurance & Compliance
1 1 (1.96%) Data Quality
1 1 (1.96%) GCP
1 1 (1.96%) QA
System Software
1 4 (7.84%) Docker
2 1 (1.96%) HDFS
Systems Management
1 31 (60.78%) Oozie
2 12 (23.53%) Ansible
3 2 (3.92%) Grafana
3 2 (3.92%) logstash
3 2 (3.92%) Prometheus
4 1 (1.96%) Hadoop YARN
4 1 (1.96%) Kibana
Vendors
1 18 (35.29%) Cloudera
1 18 (35.29%) Hortonworks
2 14 (27.45%) SAP
3 8 (15.69%) PagerDuty
4 2 (3.92%) Oracle
5 1 (1.96%) Informatica
5 1 (1.96%) MapR
5 1 (1.96%) Microsoft
5 1 (1.96%) Tableau
5 1 (1.96%) Talend