Period
to 19 January 2018

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 19 January 2018 with a comparison to the same period in the previous 2 years.

Relational Database
England > North West
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 158 116 75
Rank change year-on-year -42 -41 +25
Permanent jobs citing Relational Database 248 337 425
As % of all permanent IT jobs advertised in the North West 1.95% 2.73% 3.51%
As % of the Database & Business Intelligence category 6.02% 7.77% 10.54%
Number of salaries quoted 186 282 353
North West median annual salary £45,000 £42,500 £38,500
Median salary % change year-on-year +5.88% +10.39% +2.67%
10th Percentile £30,000 £28,750 £26,250
90th Percentile £67,500 £68,750 £55,000
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 4,122 4,336 4,034
As % of all permanent IT jobs advertised in the North West 32.42% 35.17% 33.29%
Number of salaries quoted 3,458 3,776 3,511
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 £26,500
90th Percentile £62,500 £59,500 £55,000
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 19 January 2018.

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 19 January 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
Manchester -22 161 £45,000 - 35
Cheshire -29 56 £43,750 +5.42% 11
Lancashire -4 15 £50,000 +25.00% 4
Merseyside +2 13 £35,000 - 8
Relational Database
England

For the 6 months to 19 January 2018, 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.

1 127 (51.21%) SQL
2 111 (44.76%) SQL Server
3 107 (43.15%) Agile Software Development
4 103 (41.53%) Java
4 103 (41.53%) RDBMS
5 100 (40.32%) Oracle
6 89 (35.89%) JavaScript
7 77 (31.05%) HTML
8 71 (28.63%) TDD
9 68 (27.42%) CSS
10 62 (25.00%) Spring
11 55 (22.18%) Finance
12 52 (20.97%) Web Services
13 51 (20.56%) MySQL
13 51 (20.56%) jQuery
14 49 (19.76%) BDD
14 49 (19.76%) MVC
15 48 (19.35%) J2EE
15 48 (19.35%) Microsoft
16 45 (18.15%) Scrum
16 45 (18.15%) Big Data
17 44 (17.74%) NoSQL
17 44 (17.74%) Git (software)
17 44 (17.74%) Python
18 43 (17.34%) .NET
19 41 (16.53%) Linux
20 40 (16.13%) Hibernate
21 39 (15.73%) AngularJS
22 38 (15.32%) C#
23 36 (14.52%) Business Intelligence

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 24 (9.68%) Apache
2 14 (5.65%) Apache Spark
3 12 (4.84%) Apache Pig
4 11 (4.44%) Elasticsearch
4 11 (4.44%) WebSphere
5 8 (3.23%) Tomcat
6 7 (2.82%) nginx
7 6 (2.42%) SharePoint
8 3 (1.21%) Confluence
8 3 (1.21%) JBoss
8 3 (1.21%) SAS
9 2 (0.81%) CMS
9 2 (0.81%) IIS
9 2 (0.81%) Sitefinity
9 2 (0.81%) WebSphere Application Server
10 1 (0.40%) BizTalk Server
10 1 (0.40%) OpenStack
10 1 (0.40%) SharePoint 2010
10 1 (0.40%) SharePoint 2013
10 1 (0.40%) Skype for Business
Applications
1 11 (4.44%) Microsoft Excel
2 9 (3.63%) Microsoft Office
3 2 (0.81%) S-PLUS
3 2 (0.81%) SPSS
3 2 (0.81%) Stata
4 1 (0.40%) Spreadsheet
Business Applications
1 9 (3.63%) Oracle EBS
2 8 (3.23%) Magento
2 8 (3.23%) Oracle 11i
2 8 (3.23%) Oracle Applications
2 8 (3.23%) Oracle EBS R12
3 3 (1.21%) Cognos Planning
3 3 (1.21%) Cognos TM1
4 2 (0.81%) Dynamics CRM
4 2 (0.81%) NetSuite
4 2 (0.81%) Oracle ERP
4 2 (0.81%) Shopify
5 1 (0.40%) Dynamics AX
Cloud Services
1 26 (10.48%) Amazon AWS
2 7 (2.82%) Microsoft Azure
3 6 (2.42%) Serverless
4 4 (1.61%) Amazon EC2
4 4 (1.61%) Amazon S3
4 4 (1.61%) Amazon SQS
4 4 (1.61%) AWS Lambda
4 4 (1.61%) SaaS
5 1 (0.40%) AWS CloudFormation
5 1 (0.40%) Cloud Computing
5 1 (0.40%) GitHub
5 1 (0.40%) Google Cloud Platform
5 1 (0.40%) Heroku
5 1 (0.40%) IaaS
5 1 (0.40%) Loggly
5 1 (0.40%) OpenShift
5 1 (0.40%) PaaS
5 1 (0.40%) Sumo Logic
Communications & Networking
1 32 (12.90%) HTTP
2 15 (6.05%) Internet
3 4 (1.61%) SAN
4 3 (1.21%) SMS
5 2 (0.81%) Skype
6 1 (0.40%) Intranet
6 1 (0.40%) SSL
6 1 (0.40%) TCP/IP
Database & Business Intelligence
1 111 (44.76%) SQL Server
2 103 (41.53%) RDBMS
3 51 (20.56%) MySQL
4 45 (18.15%) Big Data
5 44 (17.74%) NoSQL
6 29 (11.69%) MongoDB
7 24 (9.68%) DB2
8 20 (8.06%) SQL Server Integration Services
9 17 (6.85%) SQL Server Reporting Services
10 15 (6.05%) Hadoop
11 14 (5.65%) Data Warehouse
11 14 (5.65%) Oracle Database
12 13 (5.24%) Apache Hive
12 13 (5.24%) SQL Server 2005
12 13 (5.24%) SQL Server 2008
13 12 (4.84%) Oracle Reports
14 11 (4.44%) PostgreSQL
15 8 (3.23%) Oracle Discoverer
16 7 (2.82%) CouchDB
16 7 (2.82%) Riak
Development Applications
1 44 (17.74%) Git (software)
2 24 (9.68%) Jenkins
3 14 (5.65%) Gradle
4 13 (5.24%) Bitbucket
5 12 (4.84%) Eclipse
5 12 (4.84%) Jasmine
6 8 (3.23%) Oracle Forms
6 8 (3.23%) Visual Studio
7 6 (2.42%) JIRA
7 6 (2.42%) PHPUnit
8 5 (2.02%) Maven
9 4 (1.61%) Team Foundation Server
10 3 (1.21%) JUnit
10 3 (1.21%) Selenium
10 3 (1.21%) Vagrant
11 2 (0.81%) AccuRev
11 2 (0.81%) Cucumber
11 2 (0.81%) GitLab
11 2 (0.81%) Grunt
12 1 (0.40%) SonarQube
General
1 55 (22.18%) Finance
2 25 (10.08%) Banking
3 22 (8.87%) Legal
4 12 (4.84%) Advertising
4 12 (4.84%) Law
5 9 (3.63%) Investment Banking
6 8 (3.23%) Marketing
6 8 (3.23%) Retail
7 4 (1.61%) Games
8 3 (1.21%) Manufacturing
9 2 (0.81%) Electronics
9 2 (0.81%) Military
10 1 (0.40%) Aerospace
10 1 (0.40%) Automotive
10 1 (0.40%) Publishing
10 1 (0.40%) Telecoms
Job Titles
1 126 (50.81%) Developer
2 67 (27.02%) Java Developer
3 24 (9.68%) .NET Developer
3 24 (9.68%) DBA
4 21 (8.47%) Senior Developer
5 19 (7.66%) Software Engineer
6 17 (6.85%) C# .NET Developer
6 17 (6.85%) C# Developer
7 15 (6.05%) Big Data Developer
7 15 (6.05%) Machine Learning Developer
7 15 (6.05%) Senior Java Developer
8 13 (5.24%) Analyst
8 13 (5.24%) SQL DBA
9 11 (4.44%) Administrator
9 11 (4.44%) Applications Support
9 11 (4.44%) Junior
10 10 (4.03%) Java Engineer
10 10 (4.03%) Software Developer
11 9 (3.63%) Lead Developer
12 8 (3.23%) Oracle DBA
Libraries, Frameworks & Software Standards
1 77 (31.05%) HTML
2 68 (27.42%) CSS
3 62 (25.00%) Spring
4 52 (20.97%) Web Services
5 51 (20.56%) jQuery
6 48 (19.35%) J2EE
7 43 (17.34%) .NET
8 40 (16.13%) Hibernate
9 39 (15.73%) AngularJS
10 33 (13.31%) SOAP
10 33 (13.31%) Spring MVC
11 32 (12.90%) HTML5
12 31 (12.50%) REST
13 26 (10.48%) CSS3
14 21 (8.47%) Node.js
15 19 (7.66%) Apache Wicket
16 18 (7.26%) LAMP
16 18 (7.26%) Servlets
16 18 (7.26%) XML
17 17 (6.85%) ASP.NET
Miscellaneous
1 32 (12.90%) Analytical Skills
2 24 (9.68%) Greenfield Project
3 17 (6.85%) User Experience
4 12 (4.84%) RIA
5 10 (4.03%) PKI
6 6 (2.42%) Computer Science
6 6 (2.42%) Wiki
7 5 (2.02%) Client/Server
8 4 (1.61%) Clustering
8 4 (1.61%) Management Information System
9 3 (1.21%) Data Structures
9 3 (1.21%) Fintech
9 3 (1.21%) Mobile App
10 2 (0.81%) Algorithms
10 2 (0.81%) Enterprise Software
10 2 (0.81%) N-Tier
10 2 (0.81%) Public Cloud
10 2 (0.81%) Replication
11 1 (0.40%) Hybrid Cloud
11 1 (0.40%) Mainframe
Operating Systems
1 41 (16.53%) Linux
2 29 (11.69%) Unix
3 23 (9.27%) Windows
4 9 (3.63%) Windows Server
5 5 (2.02%) Android
5 5 (2.02%) Apple iOS
5 5 (2.02%) Debian
6 4 (1.61%) Mac OS X
6 4 (1.61%) Windows Server 2003
6 4 (1.61%) Windows Server 2008
6 4 (1.61%) Windows Server 2012
7 2 (0.81%) CentOS
7 2 (0.81%) Red Hat Enterprise Linux
Processes & Methodologies
1 107 (43.15%) Agile Software Development
2 71 (28.63%) TDD
3 49 (19.76%) BDD
3 49 (19.76%) MVC
4 45 (18.15%) Scrum
5 36 (14.52%) Business Intelligence
6 32 (12.90%) Test Automation
7 31 (12.50%) ITIL
8 30 (12.10%) SDLC
9 28 (11.29%) Analytics
9 28 (11.29%) Mentoring
9 28 (11.29%) Software Engineering
10 26 (10.48%) Continuous Integration
11 25 (10.08%) DevOps
11 25 (10.08%) Machine Learning
12 24 (9.68%) OO
13 21 (8.47%) Risk Management
14 20 (8.06%) Artificial Intelligence
14 20 (8.06%) Visualisation
15 16 (6.45%) Data Analytics
Programming Languages
1 127 (51.21%) SQL
2 103 (41.53%) Java
3 89 (35.89%) JavaScript
4 44 (17.74%) Python
5 38 (15.32%) C#
6 32 (12.90%) Ruby
7 25 (10.08%) PHP
8 22 (8.87%) T-SQL
9 21 (8.47%) C++
10 17 (6.85%) Scala
11 16 (6.45%) Groovy
12 14 (5.65%) C
13 13 (5.24%) VB.NET
14 12 (4.84%) Perl
15 5 (2.02%) MATLAB
15 5 (2.02%) VBA
16 4 (1.61%) PowerShell
16 4 (1.61%) Shell Script
17 3 (1.21%) VB
17 3 (1.21%) VC++
Qualifications
1 29 (11.69%) Degree
2 13 (5.24%) DV Cleared
2 13 (5.24%) Security Cleared
3 10 (4.03%) Numerate Degree
4 8 (3.23%) Microsoft Certification
5 4 (1.61%) MCP
5 4 (1.61%) Sun Certification
6 3 (1.21%) MCPD
6 3 (1.21%) MCSD
7 2 (0.81%) Computer Science Degree
7 2 (0.81%) Master's Degree
7 2 (0.81%) PhD
8 1 (0.40%) ISEB
8 1 (0.40%) ISTQB
8 1 (0.40%) ITIL Certification
8 1 (0.40%) MCSA
8 1 (0.40%) MCSE
Quality Assurance & Compliance
1 17 (6.85%) QA
2 8 (3.23%) COBIT
3 5 (2.02%) Data Quality
4 4 (1.61%) SLA
5 2 (0.81%) PCI DSS
5 2 (0.81%) WAI
System Software
1 14 (5.65%) VMware Infrastructure
2 10 (4.03%) Docker
2 10 (4.03%) Hyper-V
3 4 (1.61%) Active Directory
4 2 (0.81%) Varnish
Systems Management
1 6 (2.42%) Opscode Chef
2 5 (2.02%) Ansible
2 5 (2.02%) Puppet
3 4 (1.61%) Microsoft Clustering
4 3 (1.21%) Tivoli
5 2 (0.81%) Cobbler
5 2 (0.81%) Failover Clustering
5 2 (0.81%) Galera Cluster
5 2 (0.81%) Terraform
6 1 (0.40%) Consul
6 1 (0.40%) Kibana
6 1 (0.40%) Mesos
6 1 (0.40%) Nagios
6 1 (0.40%) Oozie
6 1 (0.40%) Packer
6 1 (0.40%) Prometheus
6 1 (0.40%) Salt
6 1 (0.40%) Systems Management Server (SMS)
6 1 (0.40%) ZABBIX
6 1 (0.40%) Zipkin
Vendors
1 100 (40.32%) Oracle
2 48 (19.35%) Microsoft
3 14 (5.65%) VMware
4 9 (3.63%) Teradata
5 7 (2.82%) Sybase
5 7 (2.82%) Tableau
6 6 (2.42%) Informatica
7 4 (1.61%) Ab Initio
7 4 (1.61%) Sun
8 3 (1.21%) Atlassian
8 3 (1.21%) Cloudera
8 3 (1.21%) Cognos
8 3 (1.21%) IBM
8 3 (1.21%) New Relic
8 3 (1.21%) Splunk
8 3 (1.21%) Zend
9 2 (0.81%) Google
9 2 (0.81%) Percona
9 2 (0.81%) Red Hat
9 2 (0.81%) RedGate