Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Open Source skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Open Source over the 6 months to 14 November 2018 with a comparison to the same period in the previous 2 years.

Open Source
England > Yorkshire
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 116 152 133
Rank change year-on-year +36 -19 -9
Permanent jobs citing Open Source 211 183 244
As % of all permanent IT jobs advertised in Yorkshire 2.51% 1.85% 2.19%
As % of the Processes & Methodologies category 2.73% 2.02% 2.39%
Number of salaries quoted 178 161 206
Yorkshire median annual salary £47,500 £50,000 £42,500
Median salary % change year-on-year -5.00% +17.65% -10.53%
10th Percentile £33,000 £36,250 £27,125
90th Percentile £71,625 £72,500 £72,500
England median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +9.52%

Open Source is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 7,724 9,074 10,222
As % of all permanent IT jobs advertised in Yorkshire 91.71% 91.79% 91.64%
Number of salaries quoted 6,282 7,605 8,590
Yorkshire median annual salary £42,500 £42,500 £40,500
Median salary % change year-on-year - +4.94% +1.25%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £62,203 £61,250 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Open Source
Job Vacancy Trend in Yorkshire

Job postings citing Open Source as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Open Source in Yorkshire

Open Source
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Open Source in Yorkshire.

Salary trend for Open Source in Yorkshire

Open Source
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Open Source in Yorkshire over the 6 months to 14 November 2018.

Salary histogram for Open Source in Yorkshire

Open Source
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Open Source within the Yorkshire region over the 6 months to 14 November 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
West Yorkshire +57 154 £45,000 -12.20% 20
South Yorkshire +16 41 £47,500 +5.56% 10
North Yorkshire -38 11 £39,000 -22.00% 3
East Yorkshire - 1 £26,000 - 1
Open Source
England

For the 6 months to 14 November 2018, IT jobs citing Open Source 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 across the Yorkshire region with a requirement for Open Source.

1 110 (52.13%) Java
2 108 (51.18%) Agile Software Development
3 83 (39.34%) DevOps
4 77 (36.49%) Linux
5 67 (31.75%) Amazon AWS
6 61 (28.91%) Microsoft Azure
7 59 (27.96%) Software Engineering
8 57 (27.01%) SQL
9 56 (26.54%) Python
10 55 (26.07%) Test Automation
11 53 (25.12%) C#
12 50 (23.70%) Ruby
13 47 (22.27%) Microservices
14 45 (21.33%) Selenium
15 42 (19.91%) JavaScript
16 41 (19.43%) Spring
17 40 (18.96%) Finance
18 39 (18.48%) Continuous Integration
19 37 (17.54%) HTML
20 36 (17.06%) Spring Boot
20 36 (17.06%) Java 8
21 34 (16.11%) Greenfield Project
22 33 (15.64%) Windows
22 33 (15.64%) CSS
23 32 (15.17%) Spring Security
23 32 (15.17%) Java 9
24 29 (13.74%) API Testing
24 29 (13.74%) Jenkins
24 29 (13.74%) Cucumber
24 29 (13.74%) Oracle

Open Source
Co-occurring IT Skills in Yorkshire 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 12 (5.69%) MS Exchange
2 8 (3.79%) Tomcat
3 7 (3.32%) Apache
4 4 (1.90%) nginx
5 3 (1.42%) Apache Spark
5 3 (1.42%) CMS
5 3 (1.42%) SharePoint
6 2 (0.95%) Apache Pig
6 2 (0.95%) SAS
7 1 (0.47%) Confluence
7 1 (0.47%) Elasticsearch
7 1 (0.47%) IBM Notes
7 1 (0.47%) JBoss
7 1 (0.47%) NServiceBus
7 1 (0.47%) WebLogic
Applications
1 1 (0.47%) Microsoft Excel
1 1 (0.47%) Microsoft PowerPoint
1 1 (0.47%) MS Visio
Cloud Services
1 67 (31.75%) Amazon AWS
2 61 (28.91%) Microsoft Azure
3 10 (4.74%) Google Cloud Platform
4 7 (3.32%) GitHub
5 4 (1.90%) Cloud Computing
5 4 (1.90%) G Suite
6 2 (0.95%) Amazon EC2
6 2 (0.95%) Virtual Private Cloud
7 1 (0.47%) AWS CloudFormation
7 1 (0.47%) npm
7 1 (0.47%) Serverless
Communications & Networking
1 19 (9.00%) HTTP
2 12 (5.69%) Asterisk PBX
3 11 (5.21%) VoIP
4 7 (3.32%) SMS
5 3 (1.42%) DNS
5 3 (1.42%) SMTP
6 2 (0.95%) Firewall
6 2 (0.95%) Internet
7 1 (0.47%) Bluetooth
7 1 (0.47%) Cisco Nexus
7 1 (0.47%) DVB
7 1 (0.47%) Wireless
Database & Business Intelligence
1 20 (9.48%) NoSQL
2 14 (6.64%) MySQL
3 10 (4.74%) MongoDB
3 10 (4.74%) PostgreSQL
3 10 (4.74%) SQL Server
4 6 (2.84%) Relational Database
5 4 (1.90%) Hadoop
6 3 (1.42%) Amazon Redshift
6 3 (1.42%) Apache Hive
6 3 (1.42%) Oracle Database
7 2 (0.95%) Big Data
7 2 (0.95%) QlikView
7 2 (0.95%) SAS Visual Analytics
8 1 (0.47%) Amazon DynamoDB
8 1 (0.47%) Apache Cassandra
8 1 (0.47%) HBase
8 1 (0.47%) SQL Server 2012
8 1 (0.47%) SQL Server 2014
8 1 (0.47%) SQL Server 2016
Development Applications
1 45 (21.33%) Selenium
2 29 (13.74%) Cucumber
2 29 (13.74%) Jenkins
3 28 (13.27%) NUnit
4 16 (7.58%) Git (software)
5 12 (5.69%) JIRA
6 11 (5.21%) JMeter
6 11 (5.21%) Redmine
6 11 (5.21%) Trac
7 9 (4.27%) JUnit
8 8 (3.79%) WebDriver
9 6 (2.84%) Burp Suite
9 6 (2.84%) Jasmine
9 6 (2.84%) Metasploit
9 6 (2.84%) Protractor
9 6 (2.84%) TestNG
10 5 (2.37%) Visual Studio Team System
11 4 (1.90%) Visual Studio
12 3 (1.42%) Atlassian Bamboo
12 3 (1.42%) LoadRunner
General
1 40 (18.96%) Finance
2 7 (3.32%) Retail
3 6 (2.84%) Manufacturing
3 6 (2.84%) Marketing
3 6 (2.84%) Telecoms
4 5 (2.37%) Electronics
4 5 (2.37%) Local Government
5 3 (1.42%) Advertising
6 1 (0.47%) Back Office
6 1 (0.47%) Games
Job Titles
1 78 (36.97%) Developer
2 41 (19.43%) Software Engineer
3 36 (17.06%) Developer in Test
3 36 (17.06%) Test Automation Developer
4 34 (16.11%) Java Engineer
4 34 (16.11%) Java Software Engineer
5 24 (11.37%) Platform Engineer
5 24 (11.37%) Test Automation Engineer
5 24 (11.37%) Test Engineer
6 23 (10.90%) DevOps Engineer
7 22 (10.43%) Senior Developer
8 20 (9.48%) Cloud Engineer
9 19 (9.00%) Java Developer
10 17 (8.06%) Linux DevOps Engineer
10 17 (8.06%) Linux Engineer
10 17 (8.06%) Linux/Unix DevOps
11 16 (7.58%) AWS DevOps
11 16 (7.58%) AWS DevOps Engineer
11 16 (7.58%) AWS Engineer
11 16 (7.58%) Senior Test Automation Developer
Libraries, Frameworks & Software Standards
1 41 (19.43%) Spring
2 37 (17.54%) HTML
3 36 (17.06%) Spring Boot
4 33 (15.64%) CSS
5 32 (15.17%) Spring Security
6 28 (13.27%) Gherkin
7 18 (8.53%) HTML5
7 18 (8.53%) Web Services
8 13 (6.16%) Node.js
9 12 (5.69%) .NET
9 12 (5.69%) jQuery
10 10 (4.74%) Middleware
10 10 (4.74%) REST
11 9 (4.27%) Ajax
11 9 (4.27%) Django
11 9 (4.27%) Ruby on Rails
12 8 (3.79%) Pylons
12 8 (3.79%) Pyramid
12 8 (3.79%) web2py
13 7 (3.32%) AngularJS
Miscellaneous
1 34 (16.11%) Greenfield Project
2 7 (3.32%) Enterprise Software
3 6 (2.84%) Computer Science
4 5 (2.37%) Data Centre
4 5 (2.37%) Management Information System
4 5 (2.37%) Mobile App
5 4 (1.90%) Public Cloud
6 3 (1.42%) Client/Server
6 3 (1.42%) Learning Management System
7 2 (0.95%) Cyberthreat
7 2 (0.95%) RIA
7 2 (0.95%) Self-Motivation
8 1 (0.47%) Cloud Native
8 1 (0.47%) Cybercrime
8 1 (0.47%) Device Driver
8 1 (0.47%) Digital TV
8 1 (0.47%) Embedded Systems
8 1 (0.47%) EMC VNX
8 1 (0.47%) Fintech
8 1 (0.47%) N-Tier
Operating Systems
1 77 (36.49%) Linux
2 33 (15.64%) Windows
3 24 (11.37%) Unix
4 18 (8.53%) CentOS
5 17 (8.06%) Windows Server
6 15 (7.11%) Ubuntu
7 12 (5.69%) Windows Server 2012
8 11 (5.21%) Windows 10
8 11 (5.21%) Windows 7
8 11 (5.21%) Windows 8
8 11 (5.21%) Windows XP
9 3 (1.42%) Embedded Linux
9 3 (1.42%) Red Hat Enterprise Linux
10 2 (0.95%) Android
10 2 (0.95%) Windows Embedded Compact
11 1 (0.47%) Apple iOS
Processes & Methodologies
1 108 (51.18%) Agile Software Development
2 83 (39.34%) DevOps
3 59 (27.96%) Software Engineering
4 55 (26.07%) Test Automation
5 47 (22.27%) Microservices
6 39 (18.48%) Continuous Integration
7 29 (13.74%) API Testing
8 28 (13.27%) Mobile Development
9 27 (12.80%) Scrum
10 26 (12.32%) Configuration Management
10 26 (12.32%) TDD
11 24 (11.37%) Web Development
12 21 (9.95%) Deployment Automation
13 19 (9.00%) Problem-Solving
14 18 (8.53%) OO
15 17 (8.06%) DSDM
15 17 (8.06%) RUP
16 16 (7.58%) BDD
16 16 (7.58%) Mentoring
17 15 (7.11%) Server Virtualisation
Programming Languages
1 110 (52.13%) Java
2 57 (27.01%) SQL
3 56 (26.54%) Python
4 53 (25.12%) C#
5 50 (23.70%) Ruby
6 42 (19.91%) JavaScript
7 36 (17.06%) Java 8
8 32 (15.17%) Java 9
9 28 (13.27%) Bash Shell
10 27 (12.80%) PHP
11 18 (8.53%) C++
12 17 (8.06%) Shell Script
13 13 (6.16%) C
14 5 (2.37%) R
15 4 (1.90%) Scala
16 1 (0.47%) Clojure
16 1 (0.47%) Groovy
16 1 (0.47%) PL/SQL
16 1 (0.47%) VB.NET
Qualifications
1 18 (8.53%) Degree
2 5 (2.37%) Computer Science Degree
3 3 (1.42%) AWS Certification
3 3 (1.42%) RHCE
3 3 (1.42%) RHCSA
4 2 (0.95%) CREST Certified
4 2 (0.95%) GPEN
4 2 (0.95%) GWAPT
4 2 (0.95%) GXPN
4 2 (0.95%) OSCE
4 2 (0.95%) OSCP
4 2 (0.95%) SANS
Quality Assurance & Compliance
1 8 (3.79%) QA
2 2 (0.95%) PCI DSS
3 1 (0.47%) Data Quality
System Software
1 22 (10.43%) Docker
2 11 (5.21%) Active Directory
2 11 (5.21%) pfSense
3 2 (0.95%) Virtual Machines
4 1 (0.47%) vCloud
4 1 (0.47%) VMware Infrastructure
4 1 (0.47%) vSphere
Systems Management
1 26 (12.32%) Puppet
2 18 (8.53%) Opscode Chef
3 17 (8.06%) Cobbler
3 17 (8.06%) Tivoli
4 11 (5.21%) ZABBIX
5 10 (4.74%) Terraform
6 8 (3.79%) Kubernetes
7 6 (2.84%) Nessus
7 6 (2.84%) Nmap
8 5 (2.37%) Ansible
9 4 (1.90%) Grafana
9 4 (1.90%) Packer
9 4 (1.90%) Prometheus
10 3 (1.42%) Consul
10 3 (1.42%) Docker Swarm
10 3 (1.42%) Graphite
10 3 (1.42%) Single Sign-On
11 2 (0.95%) Ambari
12 1 (0.47%) Hadoop YARN
Vendors
1 29 (13.74%) Oracle
2 22 (10.43%) VMware
3 17 (8.06%) EnterpriseDB
4 14 (6.64%) Microsoft
5 12 (5.69%) Google
6 11 (5.21%) Splunk
7 5 (2.37%) Rackspace
8 3 (1.42%) Red Hat
9 2 (0.95%) Platfora
9 2 (0.95%) Tableau
9 2 (0.95%) Tripwire
10 1 (0.47%) Atlassian
10 1 (0.47%) Cisco
10 1 (0.47%) Citrix
10 1 (0.47%) Cloudera
10 1 (0.47%) EMC
10 1 (0.47%) Lotus
10 1 (0.47%) Meraki
10 1 (0.47%) SAP
10 1 (0.47%) Zend