Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Relational Database skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Relational Database over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Relational Database
England > North West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 144 119 85
Rank change year-on-year -25 -34 +16
Permanent jobs citing Relational Database 288 329 444
As % of all permanent IT jobs advertised in the North West 2.17% 2.68% 3.41%
As % of the Database & Business Intelligence category 6.71% 7.78% 9.89%
Number of salaries quoted 226 279 365
North West median annual salary £45,000 £40,000 £37,500
Median salary % change year-on-year +12.50% +6.67% -
10th Percentile £31,250 £27,500 £27,500
90th Percentile £67,500 £68,750 £52,000
England median annual salary £50,000 £50,000 £50,000

Relational Database is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 4291 4230 4489
As % of all permanent IT jobs advertised in the North West 32.38% 34.41% 34.45%
Number of salaries quoted 3641 3663 3855
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £61,250 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Relational Database
Job Vacancy Trend in the North West

Job postings citing Relational Database as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Relational Database in the North West

Relational Database
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Relational Database in the North West.

Salary trend for Relational Database in the North West

Relational Database
Salary Histogram in the North West

The salary distribution of IT jobs citing Relational Database in the North West over the 6 months to 20 November 2017.

Salary histogram for Relational Database in the North West

Relational Database
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Relational Database within the North West region over the 6 months to 20 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
Manchester -5 202 £47,250 +11.18% 15
Cheshire -22 51 £43,750 +25.00% 10
Merseyside +10 23 £35,000 - 3
Lancashire -9 9 £47,500 +18.75% 1
Relational Database
England

For the 6 months to 20 November 2017, IT jobs citing Relational Database also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Relational Database.

1 172 (59.72%) SQL
2 141 (48.96%) SQL Server
3 132 (45.83%) Java
4 118 (40.97%) Agile Software Development
5 113 (39.24%) JavaScript
6 96 (33.33%) HTML
7 95 (32.99%) Oracle
7 95 (32.99%) RDBMS
8 83 (28.82%) Spring
9 82 (28.47%) CSS
9 82 (28.47%) Finance
10 73 (25.35%) jQuery
11 72 (25.00%) TDD
11 72 (25.00%) .NET
12 70 (24.31%) Web Services
13 69 (23.96%) Business Intelligence
14 66 (22.92%) Python
15 60 (20.83%) Git (software)
16 59 (20.49%) MVC
16 59 (20.49%) Linux
17 58 (20.14%) Analytics
18 57 (19.79%) Unix
18 57 (19.79%) Windows
18 57 (19.79%) Big Data
19 56 (19.44%) Software Engineering
19 56 (19.44%) Hibernate
20 53 (18.40%) OO
20 53 (18.40%) NoSQL
21 51 (17.71%) C++
21 51 (17.71%) AngularJS

Relational Database
Co-occurring IT Skills in the North West 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 30 (10.42%) Apache Spark
2 16 (5.56%) Apache
3 14 (4.86%) WebSphere
4 12 (4.17%) Apache Pig
5 10 (3.47%) SharePoint
5 10 (3.47%) Tomcat
6 9 (3.13%) Elasticsearch
7 6 (2.08%) OpenStack
8 5 (1.74%) Confluence
8 5 (1.74%) SAS
9 4 (1.39%) nginx
9 4 (1.39%) WebLogic
10 3 (1.04%) CMS
10 3 (1.04%) OpenEdge
10 3 (1.04%) Sitefinity
11 2 (0.69%) JBoss
11 2 (0.69%) MS Exchange
12 1 (0.35%) BizTalk Server
12 1 (0.35%) Skype for Business
12 1 (0.35%) WebSphere Application Server
Applications
1 11 (3.82%) Microsoft Excel
2 9 (3.13%) Microsoft Office
3 3 (1.04%) S-PLUS
3 3 (1.04%) SPSS
3 3 (1.04%) Stata
4 1 (0.35%) Spreadsheet
Business Applications
1 9 (3.13%) Oracle EBS
2 5 (1.74%) Magento
2 5 (1.74%) Oracle Applications
2 5 (1.74%) Oracle EBS R12
2 5 (1.74%) Oracle ERP
3 4 (1.39%) Oracle 11i
4 3 (1.04%) Cognos Planning
4 3 (1.04%) Cognos TM1
5 1 (0.35%) Dynamics AX
Cloud Services
1 47 (16.32%) Amazon AWS
2 36 (12.50%) Microsoft Azure
3 27 (9.38%) Google Cloud Platform
4 15 (5.21%) Serverless
5 12 (4.17%) Amazon EC2
5 12 (4.17%) Amazon S3
5 12 (4.17%) Amazon SQS
5 12 (4.17%) AWS Lambda
6 5 (1.74%) GitHub
7 4 (1.39%) OpenShift
8 2 (0.69%) SaaS
9 1 (0.35%) Cloud Computing
9 1 (0.35%) IaaS
9 1 (0.35%) Loggly
9 1 (0.35%) Office 365
9 1 (0.35%) Sumo Logic
Communications & Networking
1 35 (12.15%) HTTP
2 17 (5.90%) Internet
3 7 (2.43%) SMS
4 4 (1.39%) IMAP
4 4 (1.39%) SAN
4 4 (1.39%) SMTP
4 4 (1.39%) SS7
4 4 (1.39%) TCP/IP
5 3 (1.04%) Ethernet
5 3 (1.04%) RS-232
6 2 (0.69%) Skype
7 1 (0.35%) Intranet
7 1 (0.35%) SSL
Database & Business Intelligence
1 141 (48.96%) SQL Server
2 95 (32.99%) RDBMS
3 57 (19.79%) Big Data
4 53 (18.40%) NoSQL
5 46 (15.97%) MySQL
6 43 (14.93%) Hadoop
7 42 (14.58%) MongoDB
8 27 (9.38%) PostgreSQL
9 24 (8.33%) DB2
10 19 (6.60%) SQL Server Integration Services
11 18 (6.25%) CouchDB
11 18 (6.25%) Data Warehouse
12 16 (5.56%) SQL Server Reporting Services
13 14 (4.86%) Oracle Database
14 13 (4.51%) Apache Hive
15 12 (4.17%) Amazon DynamoDB
15 12 (4.17%) Amazon RDS
15 12 (4.17%) Oracle Reports
16 10 (3.47%) Apache Accumulo
16 10 (3.47%) SQL Server 2008
Development Applications
1 60 (20.83%) Git (software)
2 26 (9.03%) Jenkins
3 24 (8.33%) Eclipse
4 21 (7.29%) Maven
5 19 (6.60%) Gradle
6 17 (5.90%) Bitbucket
7 14 (4.86%) PHPUnit
8 13 (4.51%) Jasmine
9 11 (3.82%) JUnit
10 8 (2.78%) JIRA
11 7 (2.43%) Visual Studio
12 6 (2.08%) Team Foundation Server
12 6 (2.08%) Vagrant
13 5 (1.74%) Oracle Forms
14 4 (1.39%) Ant
14 4 (1.39%) MSTest
14 4 (1.39%) NUnit
15 3 (1.04%) Microsoft Blend
15 3 (1.04%) MSI
15 3 (1.04%) WiX
General
1 82 (28.47%) Finance
2 48 (16.67%) Marketing
3 41 (14.24%) Manufacturing
4 38 (13.19%) Telecoms
5 35 (12.15%) Electronics
6 22 (7.64%) Banking
7 17 (5.90%) Legal
8 15 (5.21%) Law
8 15 (5.21%) Retail
9 11 (3.82%) Advertising
10 5 (1.74%) Investment Banking
11 4 (1.39%) Games
12 2 (0.69%) Military
13 1 (0.35%) Aerospace
13 1 (0.35%) Automotive
Job Titles
1 153 (53.13%) Developer
2 63 (21.88%) Java Developer
3 43 (14.93%) Software Engineer
4 31 (10.76%) .NET Developer
5 20 (6.94%) C# .NET Developer
5 20 (6.94%) C# Developer
6 19 (6.60%) DevOps Engineer
6 19 (6.60%) Java Engineer
7 17 (5.90%) Java Software Engineer
8 16 (5.56%) Architect
8 16 (5.56%) Senior Developer
9 15 (5.21%) Software Developer
10 14 (4.86%) Cloud Engineer
10 14 (4.86%) Cloud Software Engineer
10 14 (4.86%) PHP Developer
11 13 (4.51%) Cloud Architect
11 13 (4.51%) DevOps Architect
11 13 (4.51%) Lead DevOps
12 12 (4.17%) Lead Developer
13 11 (3.82%) DBA
Libraries, Frameworks & Software Standards
1 96 (33.33%) HTML
2 83 (28.82%) Spring
3 82 (28.47%) CSS
4 73 (25.35%) jQuery
5 72 (25.00%) .NET
6 70 (24.31%) Web Services
7 56 (19.44%) Hibernate
8 51 (17.71%) AngularJS
9 50 (17.36%) HTML5
10 46 (15.97%) J2EE
11 44 (15.28%) CSS3
12 37 (12.85%) SOAP
12 37 (12.85%) Spring MVC
13 33 (11.46%) REST
13 33 (11.46%) XML
14 29 (10.07%) Node.js
15 27 (9.38%) Backbone.js
16 26 (9.03%) ASP.NET
16 26 (9.03%) RESTful
17 22 (7.64%) Play Framework
Miscellaneous
1 29 (10.07%) Analytical Skills
2 27 (9.38%) Public Cloud
3 26 (9.03%) User Experience
4 13 (4.51%) RIA
5 12 (4.17%) Computer Science
6 11 (3.82%) Data Structures
6 11 (3.82%) Greenfield Project
7 9 (3.13%) PKI
8 6 (2.08%) Wiki
9 5 (1.74%) Clustering
9 5 (1.74%) Mobile App
10 3 (1.04%) Algorithms
10 3 (1.04%) Enterprise Software
10 3 (1.04%) Industrial Internet of Things
10 3 (1.04%) Internet of Things
10 3 (1.04%) Linux Command Line
10 3 (1.04%) N-Tier
10 3 (1.04%) Renewable Energy
11 2 (0.69%) Client/Server
11 2 (0.69%) Management Information System
Operating Systems
1 59 (20.49%) Linux
2 57 (19.79%) Unix
2 57 (19.79%) Windows
3 10 (3.47%) Android
3 10 (3.47%) Apple iOS
4 9 (3.13%) Windows Server
5 5 (1.74%) Windows Server 2008
5 5 (1.74%) Windows Server 2012
6 4 (1.39%) Windows Server 2003
7 3 (1.04%) Mac OS
7 3 (1.04%) Windows Embedded Compact
8 2 (0.69%) Debian
8 2 (0.69%) Mac OS X
8 2 (0.69%) Red Hat Enterprise Linux
9 1 (0.35%) CentOS
Processes & Methodologies
1 118 (40.97%) Agile Software Development
2 72 (25.00%) TDD
3 69 (23.96%) Business Intelligence
4 59 (20.49%) MVC
5 58 (20.14%) Analytics
6 56 (19.44%) Software Engineering
7 53 (18.40%) OO
8 50 (17.36%) DevOps
8 50 (17.36%) Open Source
9 49 (17.01%) Scrum
10 42 (14.58%) Machine Learning
10 42 (14.58%) Test Automation
11 35 (12.15%) Digital Marketing
12 34 (11.81%) Programme Management
13 32 (11.11%) BDD
13 32 (11.11%) Continuous Integration
13 32 (11.11%) SDLC
14 31 (10.76%) Unit Testing
15 28 (9.72%) Data Analytics
16 25 (8.68%) Mentoring
Programming Languages
1 172 (59.72%) SQL
2 132 (45.83%) Java
3 113 (39.24%) JavaScript
4 66 (22.92%) Python
5 51 (17.71%) C++
6 45 (15.63%) C#
7 33 (11.46%) Shell Script
8 30 (10.42%) PHP
8 30 (10.42%) Ruby
9 28 (9.72%) Go
10 26 (9.03%) C
11 19 (6.60%) T-SQL
12 17 (5.90%) Scala
13 13 (4.51%) Groovy
13 13 (4.51%) VB.NET
14 11 (3.82%) Perl
15 7 (2.43%) PL/SQL
15 7 (2.43%) VB
16 5 (1.74%) MATLAB
16 5 (1.74%) PowerShell
Qualifications
1 47 (16.32%) Degree
2 19 (6.60%) Security Cleared
3 15 (5.21%) DV Cleared
4 10 (3.47%) Numerate Degree
5 8 (2.78%) Microsoft Certification
6 6 (2.08%) MCP
6 6 (2.08%) Sun Certification
7 4 (1.39%) Computer Science Degree
8 3 (1.04%) PhD
9 1 (0.35%) ITIL Certification
9 1 (0.35%) MCPD
9 1 (0.35%) MCSA
9 1 (0.35%) MCSD
9 1 (0.35%) MCSE
9 1 (0.35%) SC Cleared
Quality Assurance & Compliance
1 9 (3.13%) QA
2 8 (2.78%) Data Quality
3 7 (2.43%) COBIT
4 3 (1.04%) SLA
4 3 (1.04%) WAI
5 2 (0.69%) PCI DSS
System Software
1 19 (6.60%) Docker
2 13 (4.51%) VMware Infrastructure
3 9 (3.13%) Hyper-V
4 4 (1.39%) Active Directory
5 2 (0.69%) Varnish
Systems Management
1 34 (11.81%) Opscode Chef
2 33 (11.46%) Puppet
3 29 (10.07%) Ansible
4 13 (4.51%) Mesos
5 4 (1.39%) Microsoft Clustering
6 1 (0.35%) Cobbler
6 1 (0.35%) Consul
6 1 (0.35%) Kibana
6 1 (0.35%) Nagios
6 1 (0.35%) Oozie
6 1 (0.35%) Prometheus
6 1 (0.35%) Salt
6 1 (0.35%) Systems Management Server (SMS)
6 1 (0.35%) Terraform
6 1 (0.35%) Tivoli
6 1 (0.35%) ZABBIX
6 1 (0.35%) Zipkin
Vendors
1 95 (32.99%) Oracle
2 43 (14.93%) Microsoft
3 35 (12.15%) SAP
4 28 (9.72%) Google
5 13 (4.51%) VMware
6 7 (2.43%) Sybase
7 6 (2.08%) Atlassian
7 6 (2.08%) Cloudera
7 6 (2.08%) Sun
7 6 (2.08%) Teradata
8 5 (1.74%) Informatica
8 5 (1.74%) Tableau
9 4 (1.39%) Perforce
9 4 (1.39%) Splunk
10 3 (1.04%) Cognos
10 3 (1.04%) New Relic
10 3 (1.04%) Zend
11 2 (0.69%) IBM
11 2 (0.69%) Red Hat
11 2 (0.69%) Xamarin