Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 April 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Relational Database
England > London
6 months to
22 Apr 2018		 Same period 2017 Same period 2016
Rank 125 96 94
Rank change year-on-year -29 -2 +7
Permanent jobs citing Relational Database 1,878 2,189 2,821
As % of all permanent IT jobs advertised in London 2.68% 3.19% 3.36%
As % of the Database & Business Intelligence category 8.71% 10.59% 10.75%
Number of salaries quoted 1,384 1,769 2,371
London median annual salary £60,000 £58,500 £55,000
Median salary % change year-on-year +2.56% +6.36% -
10th Percentile £37,500 £36,000 £37,500
90th Percentile £92,500 £90,000 £82,500
England median annual salary £50,000 £49,000 £50,000
% change year-on-year +2.04% -2.00% +11.11%

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,564 20,675 26,232
As % of all permanent IT jobs advertised in London 30.81% 30.14% 31.25%
Number of salaries quoted 17,678 17,975 22,857
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £37,500 £35,000 £36,015
90th Percentile £92,500 £88,750 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Relational Database
Job Vacancy Trend in London

Job postings citing Relational Database as a percentage of all IT jobs advertised in London.

Job vacancy trend for Relational Database in London

Relational Database
Salary Trend in London

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

Salary trend for Relational Database in London

Relational Database
Salary Histogram in London

The salary distribution of IT jobs citing Relational Database in London over the 6 months to 22 April 2018.

Salary histogram for Relational Database in London

Relational Database
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Relational Database within the London region over the 6 months to 22 April 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
Central London -23 383 £62,500 +13.64% 65
West London -2 91 £52,000 -9.57% 32
North London +21 27 £45,000 -14.29% 3
South London -43 27 £52,000 +4.00% 11
East London -16 23 £52,500 -38.24% 22
Relational Database
England

For the 6 months to 22 April 2018, IT jobs citing Relational Database 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 London region with a requirement for Relational Database.

1 1,007 (53.62%) SQL
2 765 (40.73%) Java
3 743 (39.56%) Agile Software Development
4 668 (35.57%) RDBMS
5 619 (32.96%) Finance
6 582 (30.99%) SQL Server
7 461 (24.55%) Oracle
7 461 (24.55%) Degree
8 460 (24.49%) Python
9 451 (24.01%) Linux
10 439 (23.38%) JavaScript
11 417 (22.20%) Amazon AWS
12 358 (19.06%) HTML
13 332 (17.68%) Microsoft
14 329 (17.52%) .NET
15 317 (16.88%) C#
16 306 (16.29%) Computer Science
17 305 (16.24%) Web Services
18 289 (15.39%) Problem-Solving
19 287 (15.28%) DevOps
20 286 (15.23%) TDD
21 281 (14.96%) Git (software)
22 279 (14.86%) ETL
23 269 (14.32%) CSS
24 262 (13.95%) Analytics
25 260 (13.84%) Analytical Skills
26 246 (13.10%) MySQL
27 245 (13.05%) PostgreSQL
28 239 (12.73%) NoSQL
29 237 (12.62%) Docker

Relational Database
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
1 163 (8.68%) Apache Spark
2 105 (5.59%) Apache
3 81 (4.31%) WebSphere
4 78 (4.15%) Elasticsearch
5 68 (3.62%) WebLogic
6 57 (3.04%) JBoss
7 53 (2.82%) Tomcat
8 51 (2.72%) Confluence
9 40 (2.13%) Apache Solr
10 34 (1.81%) IIS
10 34 (1.81%) SAS
11 32 (1.70%) WildFly
12 23 (1.22%) nginx
13 22 (1.17%) Oracle HTTP Server
14 21 (1.12%) Mule
14 21 (1.12%) OpenStack
15 19 (1.01%) CMS
16 18 (0.96%) SharePoint
17 17 (0.91%) Oracle SOA Suite
18 12 (0.64%) Adobe Experience Manager
Applications
1 91 (4.85%) Microsoft Excel
2 60 (3.19%) Microsoft Office
3 29 (1.54%) Spreadsheet
4 23 (1.22%) SPSS
5 18 (0.96%) MS Visio
6 10 (0.53%) Microsoft PowerPoint
7 4 (0.21%) GNU Octave
7 4 (0.21%) Microsoft Project
8 2 (0.11%) Chatbot
Business Applications
1 25 (1.33%) Relativity
2 22 (1.17%) Ringtail
3 17 (0.91%) Concordance
3 17 (0.91%) Infor SunSystems
4 11 (0.59%) Dynamics AX
5 9 (0.48%) Veritas eDiscovery
6 8 (0.43%) Maximo
6 8 (0.43%) SAP Hybris
6 8 (0.43%) SDL Web 8
6 8 (0.43%) SimCorp Dimension
7 6 (0.32%) Eagle PACE
7 6 (0.32%) Oracle EBS
8 5 (0.27%) MetaTrader
8 5 (0.27%) Oracle Applications
9 4 (0.21%) Cognos TM1
9 4 (0.21%) CSG Singleview
9 4 (0.21%) PeopleSoft CRM
10 3 (0.16%) Dynamics CRM
10 3 (0.16%) FastStats
10 3 (0.16%) Magento
Cloud Services
1 417 (22.20%) Amazon AWS
2 193 (10.28%) Microsoft Azure
3 105 (5.59%) Cloud Computing
4 83 (4.42%) SaaS
5 56 (2.98%) IaaS
6 51 (2.72%) Serverless
7 48 (2.56%) GitHub
8 28 (1.49%) Amazon EC2
8 28 (1.49%) Google Cloud Platform
9 27 (1.44%) Amazon S3
10 25 (1.33%) PaaS
11 20 (1.06%) AWS Lambda
12 19 (1.01%) Bluemix
12 19 (1.01%) IBM Cloud
13 16 (0.85%) npm
14 14 (0.75%) Amazon EMR
15 13 (0.69%) AWS CloudFormation
16 12 (0.64%) Dynamics 365
16 12 (0.64%) Loggly
16 12 (0.64%) Sumo Logic
Communications & Networking
1 94 (5.01%) HTTP
2 51 (2.72%) Internet
3 38 (2.02%) TCP/IP
4 36 (1.92%) Firewall
5 35 (1.86%) DNS
6 24 (1.28%) SAN
7 19 (1.01%) NAS
7 19 (1.01%) WebEx
8 18 (0.96%) SSH
9 15 (0.80%) VPN
10 14 (0.75%) LAN
11 13 (0.69%) Intranet
12 11 (0.59%) AMQP
13 10 (0.53%) WAN
14 9 (0.48%) DHCP
15 7 (0.37%) FTP
16 6 (0.32%) SMTP
16 6 (0.32%) Wireless
17 4 (0.21%) Ethernet
17 4 (0.21%) Kerberos
Database & Business Intelligence
1 668 (35.57%) RDBMS
2 582 (30.99%) SQL Server
3 246 (13.10%) MySQL
4 245 (13.05%) PostgreSQL
5 239 (12.73%) NoSQL
6 229 (12.19%) Big Data
7 201 (10.70%) Data Warehouse
8 182 (9.69%) Hadoop
9 175 (9.32%) SQL Server Integration Services
10 170 (9.05%) MongoDB
11 147 (7.83%) SQL Server Reporting Services
12 91 (4.85%) Power BI
13 83 (4.42%) Oracle Database
14 71 (3.78%) SQL Server Analysis Services
15 68 (3.62%) Apache Cassandra
16 66 (3.51%) Apache Hive
17 65 (3.46%) Redis
18 53 (2.82%) DB2
19 52 (2.77%) SQL Server 2008
20 51 (2.72%) SQL Server 2012
Development Applications
1 281 (14.96%) Git (software)
2 194 (10.33%) Jenkins
3 137 (7.29%) Maven
4 109 (5.80%) JIRA
5 100 (5.32%) Subversion
6 66 (3.51%) TeamCity
7 62 (3.30%) Vagrant
8 60 (3.19%) Selenium
9 58 (3.09%) JUnit
10 54 (2.88%) Cucumber
10 54 (2.88%) Gradle
11 45 (2.40%) gulp
12 39 (2.08%) Visual Studio
13 36 (1.92%) Atlassian Bamboo
14 34 (1.81%) Bitbucket
15 32 (1.70%) Team Foundation Server
16 31 (1.65%) Ant
17 24 (1.28%) Grunt
18 23 (1.22%) Sonatype Nexus
19 22 (1.17%) Bundler
General
1 619 (32.96%) Finance
2 215 (11.45%) Banking
3 121 (6.44%) Retail
4 91 (4.85%) Advertising
5 84 (4.47%) Investment Banking
6 80 (4.26%) Financial Institution
7 74 (3.94%) Marketing
8 71 (3.78%) Games
9 60 (3.19%) Front Office
10 50 (2.66%) Back Office
11 47 (2.50%) Telecoms
12 45 (2.40%) Legal
13 34 (1.81%) Law
14 33 (1.76%) French Language
15 23 (1.22%) German Language
16 21 (1.12%) Pharmaceutical
17 20 (1.06%) Billing
18 15 (0.80%) Publishing
19 11 (0.59%) Polish Language
20 9 (0.48%) Manufacturing
Job Titles
1 800 (42.60%) Developer
2 253 (13.47%) Java Developer
3 167 (8.89%) Analyst
4 148 (7.88%) Architect
5 142 (7.56%) Senior Developer
6 116 (6.18%) Consultant
7 99 (5.27%) C# Developer
8 95 (5.06%) Java Engineer
8 95 (5.06%) Software Engineer
9 89 (4.74%) .NET Developer
10 86 (4.58%) Software Developer
11 80 (4.26%) Full Stack Developer
12 79 (4.21%) Applications Support
13 75 (3.99%) DBA
14 72 (3.83%) SQL Developer
15 64 (3.41%) Senior Java Developer
16 63 (3.35%) Python Developer
17 61 (3.25%) Java Software Engineer
18 53 (2.82%) Business Intelligence Analyst
19 47 (2.50%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 358 (19.06%) HTML
2 329 (17.52%) .NET
3 305 (16.24%) Web Services
4 269 (14.32%) CSS
5 224 (11.93%) Spring
6 208 (11.08%) XML
7 202 (10.76%) REST
8 200 (10.65%) AngularJS
9 181 (9.64%) RESTful
10 165 (8.79%) HTML5
11 143 (7.61%) JSON
12 136 (7.24%) Java EE
13 133 (7.08%) jQuery
14 109 (5.80%) Hibernate
15 108 (5.75%) Node.js
15 108 (5.75%) Spring Boot
16 103 (5.48%) J2EE
17 98 (5.22%) ASP.NET
18 91 (4.85%) React
18 91 (4.85%) SOAP
Miscellaneous
1 306 (16.29%) Computer Science
2 260 (13.84%) Analytical Skills
3 147 (7.83%) Fintech
4 94 (5.01%) Management Information System
5 81 (4.31%) Algorithms
6 80 (4.26%) Self-Motivation
7 61 (3.25%) Greenfield Project
8 58 (3.09%) Hedge funds
9 55 (2.93%) Data Structures
10 54 (2.88%) Equities
10 54 (2.88%) Replication
11 50 (2.66%) Enterprise Software
12 48 (2.56%) User Experience
13 40 (2.13%) Linux Command Line
14 38 (2.02%) Client/Server
14 38 (2.02%) Fixed Income
15 34 (1.81%) Derivative
16 29 (1.54%) Cyberthreat
17 26 (1.38%) Foreign Exchange (FX)
18 25 (1.33%) Virtual Team
Operating Systems
1 451 (24.01%) Linux
2 203 (10.81%) Windows
3 190 (10.12%) Unix
4 59 (3.14%) Red Hat Enterprise Linux
5 36 (1.92%) Windows Server
6 30 (1.60%) Android
7 27 (1.44%) Solaris
7 27 (1.44%) VMS
8 21 (1.12%) Windows 7
9 17 (0.91%) Apple iOS
9 17 (0.91%) Windows Server 2008
10 16 (0.85%) CentOS
11 15 (0.80%) Windows Server 2012
12 9 (0.48%) CoreOS
12 9 (0.48%) Ubuntu
13 5 (0.27%) AIX
13 5 (0.27%) Windows 10
13 5 (0.27%) Windows 8
14 4 (0.21%) Mac OS X
14 4 (0.21%) Oracle Linux
Processes & Methodologies
1 743 (39.56%) Agile Software Development
2 289 (15.39%) Problem-Solving
3 287 (15.28%) DevOps
4 286 (15.23%) TDD
5 279 (14.86%) ETL
6 262 (13.95%) Analytics
7 233 (12.41%) Software Engineering
8 232 (12.35%) Business Intelligence
9 231 (12.30%) OO
10 230 (12.25%) Scrum
11 225 (11.98%) Continuous Integration
12 187 (9.96%) Data Modelling
13 185 (9.85%) Microservices
14 182 (9.69%) Test Automation
15 180 (9.58%) SDLC
16 176 (9.37%) MVC
17 150 (7.99%) Open Source
18 130 (6.92%) Web Development
19 128 (6.82%) BDD
20 126 (6.71%) Investment Management
Programming Languages
1 1,007 (53.62%) SQL
2 765 (40.73%) Java
3 460 (24.49%) Python
4 439 (23.38%) JavaScript
5 317 (16.88%) C#
6 189 (10.06%) T-SQL
7 174 (9.27%) Scala
8 128 (6.82%) PHP
9 124 (6.60%) Perl
10 121 (6.44%) C++
11 107 (5.70%) Shell Script
12 97 (5.17%) Ruby
13 95 (5.06%) Java 8
14 86 (4.58%) R
15 79 (4.21%) PL/SQL
16 76 (4.05%) Bash Shell
17 58 (3.09%) PowerShell
18 57 (3.04%) VBA
19 44 (2.34%) C
20 38 (2.02%) ES6
Qualifications
1 461 (24.55%) Degree
2 142 (7.56%) Computer Science Degree
3 62 (3.30%) Master's Degree
4 33 (1.76%) Security Cleared
5 25 (1.33%) PhD
6 23 (1.22%) Microsoft Certification
7 22 (1.17%) ISTQB
8 21 (1.12%) Numerate Degree
9 12 (0.64%) DV Cleared
10 10 (0.53%) MCSE
11 8 (0.43%) MCSD
11 8 (0.43%) Microsoft Certified Architect
11 8 (0.43%) OCP
11 8 (0.43%) Oracle Certification
12 7 (0.37%) ACCA
12 7 (0.37%) CIMA
12 7 (0.37%) MBA
13 6 (0.32%) ISEB
13 6 (0.32%) MCSA
14 5 (0.27%) ITIL Certification
Quality Assurance & Compliance
1 161 (8.57%) QA
2 76 (4.05%) Data Quality
3 24 (1.28%) GDPR
4 12 (0.64%) SLA
5 9 (0.48%) GCP
5 9 (0.48%) SEPA
6 7 (0.37%) Sarbanes-Oxley
7 3 (0.16%) Actionable Recommendations
8 2 (0.11%) HL7
8 2 (0.11%) ISO/IEC 27001
9 1 (0.053%) Dodd-Frank
9 1 (0.053%) HIPAA
9 1 (0.053%) IFRS
9 1 (0.053%) MiFID
9 1 (0.053%) PMO
System Software
1 237 (12.62%) Docker
2 38 (2.02%) Oracle RAC
3 25 (1.33%) HDFS
4 24 (1.28%) Active Directory
5 22 (1.17%) VMware Infrastructure
6 13 (0.69%) Virtual Machines
7 8 (0.43%) VirtualBox
8 7 (0.37%) VMware ESXi
9 6 (0.32%) Apache Flume
9 6 (0.32%) Hyper-V
10 5 (0.27%) Apache ZooKeeper
10 5 (0.27%) Virtual Servers
11 3 (0.16%) KVM
12 2 (0.11%) OpenAM
12 2 (0.11%) Varnish
12 2 (0.11%) Xen
12 2 (0.11%) XenApp
12 2 (0.11%) XenServer
13 1 (0.053%) iptables
13 1 (0.053%) RACF
Systems Management
1 99 (5.27%) Ansible
2 85 (4.53%) Puppet
3 79 (4.21%) Opscode Chef
4 60 (3.19%) Kubernetes
5 42 (2.24%) Terraform
6 19 (1.01%) Mesos
7 17 (0.91%) Salt
8 16 (0.85%) Nagios
8 16 (0.85%) Single Sign-On
9 14 (0.75%) ZABBIX
10 13 (0.69%) Data Guard
11 12 (0.64%) Kibana
12 11 (0.59%) FTK
12 11 (0.59%) Oozie
13 9 (0.48%) EnCase
13 9 (0.48%) Hadoop YARN
13 9 (0.48%) logstash
13 9 (0.48%) Microsoft Clustering
13 9 (0.48%) Oracle RMAN
13 9 (0.48%) Packer
Vendors
1 461 (24.55%) Oracle
2 332 (17.68%) Microsoft
3 87 (4.63%) Tableau
4 70 (3.73%) Red Hat
5 64 (3.41%) Sybase
6 52 (2.77%) IBM
7 48 (2.56%) SAP
8 42 (2.24%) Splunk
9 41 (2.18%) Google
10 38 (2.02%) Informatica
11 32 (1.70%) VMware
12 31 (1.65%) MuleSoft
13 29 (1.54%) Teradata
14 28 (1.49%) Talend
15 26 (1.38%) MicroStrategy
15 26 (1.38%) TIBCO
16 25 (1.33%) Salesforce.com
17 22 (1.17%) Netezza
18 21 (1.12%) Avaloq
19 19 (1.01%) Capita