Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 October 2019

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 17 October 2019 with a comparison to the same period in the previous 2 years.

Relational Database
England > London
6 months to
17 Oct 2019		 Same period 2018 Same period 2017
Rank 118 107 112
Rank change year-on-year -11 +5 -8
Permanent jobs citing Relational Database 1,518 2,128 2,267
As % of all permanent IT jobs advertised in London 2.78% 3.13% 3.04%
As % of the Database & Business Intelligence category 9.73% 10.18% 10.29%
Number of salaries quoted 1,149 1,542 1,539
London median annual salary £70,000 £60,000 £60,000
Median salary % change year-on-year +16.67% - -
10th Percentile £42,500 £41,250 £40,000
90th Percentile £107,500 £93,750 £87,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 15,607 20,912 22,026
As % of all permanent IT jobs advertised in London 28.54% 30.81% 29.58%
Number of salaries quoted 12,915 16,662 17,638
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £38,000 £37,500 £36,250
90th Percentile £97,500 £94,200 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 17 October 2019.

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 17 October 2019. 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 -3 327 £70,000 +16.67% 72
West London -21 50 £57,500 +4.55% 29
North London +11 25 £45,000 +2.27% 8
East London +13 19 £41,000 -13.68% 14
South London -62 9 £62,500 +20.19% 10
Relational Database
England

For the 6 months to 17 October 2019, 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.

1 859 (56.59%) SQL
2 554 (36.50%) Agile Software Development
3 539 (35.51%) Java
3 539 (35.51%) RDBMS
4 464 (30.57%) SQL Server
5 445 (29.31%) Finance
6 417 (27.47%) AWS
7 396 (26.09%) Oracle
8 388 (25.56%) Python
9 312 (20.55%) Microservices
10 290 (19.10%) PostgreSQL
10 290 (19.10%) Azure
11 280 (18.45%) JavaScript
12 276 (18.18%) C#
13 274 (18.05%) DevOps
14 273 (17.98%) MySQL
15 269 (17.72%) ETL
16 252 (16.60%) Analytics
17 247 (16.27%) Software Engineering
18 243 (16.01%) Linux
19 232 (15.28%) Microsoft
20 221 (14.56%) Data Warehouse
20 221 (14.56%) Docker
21 219 (14.43%) .NET
22 218 (14.36%) Degree
23 211 (13.90%) Business Intelligence
24 193 (12.71%) HTML
24 193 (12.71%) Banking
25 189 (12.45%) Scrum
26 178 (11.73%) OO

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
1 102 (6.72%) Apache Spark
2 63 (4.15%) Elasticsearch
3 44 (2.90%) CMS
4 38 (2.50%) Adobe Experience Manager
5 36 (2.37%) Apache Solr
6 34 (2.24%) Confluence
7 31 (2.04%) SharePoint
8 28 (1.84%) WebSphere
9 27 (1.78%) Apache
10 21 (1.38%) Tomcat
11 18 (1.19%) Apache Airflow
12 16 (1.05%) JBoss
13 15 (0.99%) Luigi
14 14 (0.92%) SAS
15 9 (0.59%) WebLogic
15 9 (0.59%) WebSphere Application Server
16 7 (0.46%) Jupyter
17 6 (0.40%) Apache Pig
18 5 (0.33%) Zope
19 4 (0.26%) Drupal
Applications
1 80 (5.27%) Microsoft Excel
2 15 (0.99%) Microsoft PowerPoint
3 10 (0.66%) Microsoft Office
4 9 (0.59%) Microsoft Project
5 5 (0.33%) MS Visio
6 4 (0.26%) GNU Octave
6 4 (0.26%) Spreadsheet
7 1 (0.066%) Chatbot
7 1 (0.066%) InfoPath
7 1 (0.066%) SPSS
7 1 (0.066%) Stata
Business Applications
1 53 (3.49%) Magento
2 36 (2.37%) SDL Web 8
3 29 (1.91%) SAP Hybris
4 19 (1.25%) Dynamics CRM
5 8 (0.53%) Dynamics AX
6 7 (0.46%) PolarLake
7 3 (0.20%) Salesforce.com CRM
8 2 (0.13%) Markit EDM
8 2 (0.13%) Summit
8 2 (0.13%) thinkFolio
9 1 (0.066%) Adobe Campaign
9 1 (0.066%) Cognos TM1
9 1 (0.066%) Dynamics GP
9 1 (0.066%) LatentZero
9 1 (0.066%) Oracle Applications
9 1 (0.066%) Oracle Assets
9 1 (0.066%) Oracle ERP
9 1 (0.066%) Oracle General Ledger
9 1 (0.066%) Oracle Payables
9 1 (0.066%) Oracle Subledger Accounting
Cloud Services
1 417 (27.47%) AWS
2 290 (19.10%) Azure
3 127 (8.37%) GCP
4 100 (6.59%) Power Platform
5 77 (5.07%) Cloud Computing
6 67 (4.41%) SaaS
7 48 (3.16%) GitHub
7 48 (3.16%) Serverless
8 27 (1.78%) Amazon EC2
8 27 (1.78%) Amazon SQS
8 27 (1.78%) AWS CloudFormation
9 24 (1.58%) OpenShift
10 19 (1.25%) Amazon Kinesis
10 19 (1.25%) Amazon S3
10 19 (1.25%) Dynamics 365
11 18 (1.19%) PaaS
12 16 (1.05%) AWS Lambda
13 15 (0.99%) Heroku
14 13 (0.86%) Office 365
15 11 (0.72%) Amazon ECS
Communications & Networking
1 63 (4.15%) HTTP
2 61 (4.02%) Internet
3 15 (0.99%) Firewall
4 13 (0.86%) TCP/IP
5 10 (0.66%) DNS
6 9 (0.59%) NAS
6 9 (0.59%) SAN
6 9 (0.59%) VPN
7 8 (0.53%) Multicast
7 8 (0.53%) SMS
8 5 (0.33%) SSL
9 4 (0.26%) DSL
9 4 (0.26%) FTP
9 4 (0.26%) HTTPS
9 4 (0.26%) Network Security
10 3 (0.20%) Converged Networks
10 3 (0.20%) Kerberos
10 3 (0.20%) PBX
10 3 (0.20%) Unified Communications
11 2 (0.13%) OpenVPN
Database & Business Intelligence
1 539 (35.51%) RDBMS
2 464 (30.57%) SQL Server
3 290 (19.10%) PostgreSQL
4 273 (17.98%) MySQL
5 221 (14.56%) Data Warehouse
6 176 (11.59%) SQL Server Integration Services
7 170 (11.20%) NoSQL
8 166 (10.94%) Big Data
9 147 (9.68%) SQL Server Reporting Services
10 108 (7.11%) MongoDB
11 100 (6.59%) Power BI
12 74 (4.87%) Hadoop
13 70 (4.61%) SQL Server Analysis Services
14 53 (3.49%) Apache Hive
15 50 (3.29%) Oracle Database
16 49 (3.23%) Amazon DynamoDB
16 49 (3.23%) Apache Cassandra
17 45 (2.96%) Amazon Aurora
18 42 (2.77%) Redis
19 37 (2.44%) Amazon Redshift
Development Applications
1 173 (11.40%) Git (software)
2 139 (9.16%) Jenkins
3 76 (5.01%) JIRA
4 58 (3.82%) TeamCity
5 53 (3.49%) Maven
6 33 (2.17%) Subversion
7 31 (2.04%) CircleCI
8 27 (1.78%) Selenium
9 25 (1.65%) JUnit
9 25 (1.65%) SonarQube
10 23 (1.52%) Bitbucket
11 21 (1.38%) Ant
12 18 (1.19%) git-flow
13 17 (1.12%) Cucumber
13 17 (1.12%) Octopus Deploy
14 16 (1.05%) Sonatype Nexus
14 16 (1.05%) Visual Studio
15 15 (0.99%) Artifactory
15 15 (0.99%) Gradle
16 13 (0.86%) SpecFlow
General
1 445 (29.31%) Finance
2 193 (12.71%) Banking
3 94 (6.19%) Marketing
4 92 (6.06%) Front Office
5 63 (4.15%) Retail
6 50 (3.29%) Investment Banking
7 40 (2.64%) French Language
7 40 (2.64%) German Language
8 30 (1.98%) Legal
9 28 (1.84%) Advertising
10 26 (1.71%) Games
11 24 (1.58%) Private Banking
12 18 (1.19%) Law
13 16 (1.05%) Telecoms
14 14 (0.92%) Billing
15 13 (0.86%) Public Sector
16 11 (0.72%) Financial Institution
17 10 (0.66%) Back Office
18 9 (0.59%) Pharmaceutical
19 8 (0.53%) Spanish Language
Job Titles
1 665 (43.81%) Developer
2 229 (15.09%) Java Developer
3 175 (11.53%) Architect
4 148 (9.75%) Analyst
5 125 (8.23%) Senior Developer
6 117 (7.71%) SQL Developer
7 110 (7.25%) Data Engineer
7 110 (7.25%) Software Engineer
8 77 (5.07%) C# Developer
8 77 (5.07%) Java Engineer
9 76 (5.01%) Consultant
9 76 (5.01%) Solutions Architect
10 75 (4.94%) Software Developer
11 74 (4.87%) .NET Developer
12 69 (4.55%) Python Developer
13 67 (4.41%) Lead Developer
14 66 (4.35%) DBA
15 61 (4.02%) Java Software Developer
16 60 (3.95%) Full Stack Developer
16 60 (3.95%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 219 (14.43%) .NET
2 193 (12.71%) HTML
3 160 (10.54%) Spring
4 154 (10.14%) J2EE
5 142 (9.35%) RESTful
6 136 (8.96%) Web Services
7 117 (7.71%) AngularJS
8 113 (7.44%) CSS
9 108 (7.11%) J2SE
10 104 (6.85%) XML
11 96 (6.32%) React
12 92 (6.06%) Node.js
12 92 (6.06%) REST
13 75 (4.94%) JSON
13 75 (4.94%) Kafka
14 73 (4.81%) jQuery
15 68 (4.48%) Spring Boot
16 56 (3.69%) ASP.NET
17 49 (3.23%) Django
17 49 (3.23%) HTML5
Miscellaneous
1 132 (8.70%) Analytical Skills
2 104 (6.85%) Self-Motivation
3 84 (5.53%) Data Structures
4 67 (4.41%) Algorithms
5 61 (4.02%) Derivative
6 57 (3.75%) Greenfield Project
7 53 (3.49%) Fixed Income
8 45 (2.96%) Pricing Data
9 43 (2.83%) Virtual Team
10 41 (2.70%) Enterprise Software
10 41 (2.70%) Equities
11 40 (2.64%) Clustering
12 37 (2.44%) User Experience
13 28 (1.84%) Credit Risk
13 28 (1.84%) Management Information System
14 27 (1.78%) Replication
15 25 (1.65%) Foreign Exchange (FX)
16 21 (1.38%) Hedge funds
17 18 (1.19%) Linux Command Line
18 17 (1.12%) Mobile App
Operating Systems
1 243 (16.01%) Linux
2 126 (8.30%) Windows
3 119 (7.84%) Unix
4 35 (2.31%) Windows Server
5 19 (1.25%) Android
6 15 (0.99%) Apple iOS
7 12 (0.79%) Mac OS
8 8 (0.53%) Red Hat Enterprise Linux
9 7 (0.46%) Oracle Linux
9 7 (0.46%) Solaris
10 6 (0.40%) Windows Server 2012
11 2 (0.13%) Embedded Linux
11 2 (0.13%) Mac OS X
12 1 (0.066%) CentOS
12 1 (0.066%) Nucleus RTOS
Processes & Methodologies
1 554 (36.50%) Agile Software Development
2 312 (20.55%) Microservices
3 274 (18.05%) DevOps
4 269 (17.72%) ETL
5 252 (16.60%) Analytics
6 247 (16.27%) Software Engineering
7 211 (13.90%) Business Intelligence
8 189 (12.45%) Scrum
9 178 (11.73%) OO
10 172 (11.33%) Computer Science
11 155 (10.21%) Data Modelling
12 144 (9.49%) Fintech
13 140 (9.22%) Problem-Solving
14 137 (9.03%) TDD
15 125 (8.23%) Data Science
16 119 (7.84%) Test Automation
17 117 (7.71%) Continuous Integration
17 117 (7.71%) Machine Learning
18 109 (7.18%) Data Management
19 106 (6.98%) Migration
Programming Languages
1 859 (56.59%) SQL
2 539 (35.51%) Java
3 388 (25.56%) Python
4 280 (18.45%) JavaScript
5 276 (18.18%) C#
6 139 (9.16%) T-SQL
7 81 (5.34%) Scala
8 76 (5.01%) C++
9 69 (4.55%) PowerShell
10 62 (4.08%) PHP
11 59 (3.89%) Bash Shell
12 56 (3.69%) PL/SQL
12 56 (3.69%) R
13 49 (3.23%) Java 8
14 44 (2.90%) Shell Script
15 40 (2.64%) Ruby
16 39 (2.57%) TypeScript
17 31 (2.04%) VBA
18 29 (1.91%) VB
19 27 (1.78%) Perl
Qualifications
1 218 (14.36%) Degree
2 82 (5.40%) Computer Science Degree
3 42 (2.77%) Master's Degree
4 24 (1.58%) PhD
5 16 (1.05%) Numerate Degree
6 14 (0.92%) Microsoft Certification
7 13 (0.86%) Security Cleared
8 12 (0.79%) ITIL Foundation Certificate
8 12 (0.79%) MBA
8 12 (0.79%) MCAD
8 12 (0.79%) MCTS
9 8 (0.53%) ISTQB
10 7 (0.46%) SC Cleared
11 6 (0.40%) CEH
11 6 (0.40%) MCP
11 6 (0.40%) MCPD
11 6 (0.40%) MCSD
12 5 (0.33%) AWS Certification
12 5 (0.33%) DV Cleared
13 2 (0.13%) HNC
Quality Assurance & Compliance
1 98 (6.46%) QA
2 49 (3.23%) Data Quality
3 10 (0.66%) ISO/IEC 27001
4 7 (0.46%) Basel III
4 7 (0.46%) ISO/IEC 20000
5 5 (0.33%) PCI DSS
6 4 (0.26%) GDPR
6 4 (0.26%) SLA
7 3 (0.20%) EMIR
7 3 (0.20%) HL7
7 3 (0.20%) MiFID
8 1 (0.066%) Cyber Essentials
8 1 (0.066%) Dodd-Frank
8 1 (0.066%) ISO 15022
8 1 (0.066%) ISO 20022
8 1 (0.066%) ISO 9001
System Software
1 221 (14.56%) Docker
2 20 (1.32%) Oracle RAC
3 19 (1.25%) Active Directory
4 16 (1.05%) VMware Infrastructure
5 7 (0.46%) Firmware
5 7 (0.46%) HDFS
6 6 (0.40%) GridGain
7 2 (0.13%) Apache Flume
7 2 (0.13%) Apache ZooKeeper
8 1 (0.066%) Cronacle
8 1 (0.066%) Hyper-V
8 1 (0.066%) iptables
8 1 (0.066%) Microsoft Virtual Server
8 1 (0.066%) vCloud
8 1 (0.066%) Virtual Servers
Systems Management
1 125 (8.23%) Kubernetes
2 84 (5.53%) Ansible
3 55 (3.62%) Opscode Chef
4 49 (3.23%) Puppet
5 37 (2.44%) Terraform
6 16 (1.05%) Grafana
6 16 (1.05%) Prometheus
7 15 (0.99%) Oozie
8 12 (0.79%) Ambari
8 12 (0.79%) Data Guard
8 12 (0.79%) Istio
9 11 (0.72%) Hadoop YARN
9 11 (0.72%) linkerd
10 6 (0.40%) ITRS Geneos
11 4 (0.26%) HP Quality Center
11 4 (0.26%) Kibana
12 3 (0.20%) Chronos
12 3 (0.20%) Mesos
12 3 (0.20%) Oracle Enterprise Manager
12 3 (0.20%) StatsD
Vendors
1 396 (26.09%) Oracle
2 232 (15.28%) Microsoft
3 93 (6.13%) Tableau
4 85 (5.60%) Google
5 79 (5.20%) Sybase
6 64 (4.22%) Salesforce.com
7 54 (3.56%) WorldPay
8 47 (3.10%) SAP
9 42 (2.77%) Adobe
10 37 (2.44%) hybris
11 36 (2.37%) Elastic Path
11 36 (2.37%) Interwoven
12 34 (2.24%) VMware
13 32 (2.11%) Avaloq
14 28 (1.84%) Red Hat
15 26 (1.71%) IBM
16 21 (1.38%) Informatica
16 21 (1.38%) Teradata
16 21 (1.38%) TIBCO
17 19 (1.25%) Talend