Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 2 April 2020

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 2 April 2020 with a comparison to the same period in the previous 2 years.

Relational Database
England > London
6 months to
2 Apr 2020		 Same period 2019 Same period 2018
Rank 113 128 129
Rank change year-on-year +15 +1 -36
Permanent jobs citing Relational Database 1,332 1,611 1,851
As % of all permanent jobs advertised in London 2.77% 2.64% 2.65%
As % of the Database & Business Intelligence category 10.14% 9.02% 8.63%
Number of salaries quoted 1,021 1,302 1,372
Median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% +4.35%
10th Percentile £41,250 £41,250 £38,750
90th Percentile £101,250 £95,000 £92,500
England median annual salary £57,500 £53,500 £50,000
% change year-on-year +7.48% +7.00% -

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 13,140 17,861 21,438
As % of all permanent IT jobs advertised in London 27.30% 29.32% 30.73%
Number of salaries quoted 10,754 14,849 17,677
Median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% +0.84%
10th Percentile £39,000 £38,750 £37,500
90th Percentile £102,500 £95,000 £91,250
England median annual salary £53,869 £52,500 £50,000
% change year-on-year +2.61% +5.00% +5.26%

Relational Database
Job Vacancy Trend in London

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

Job vacancy trend for Relational Database in London

Relational Database
Salary Trend in London

3-month moving average salary quoted in jobs citing Relational Database in London.

Salary trend for Relational Database in London

Relational Database
Salary Histogram in London

Salary distribution for jobs citing Relational Database in London over the 6 months to 2 April 2020.

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 2 April 2020. 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 -11 239 £69,250 -1.07% 36
West London +36 72 £52,500 -12.50% 14
South London -17 24 £75,000 +76.47% 6
North London -4 17 £55,000 +22.22% 2
East London +7 12 £45,000 -14.29% 8
Relational Database
England

For the 6 months to 2 April 2020, 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.

1 689 (51.73%) SQL
2 524 (39.34%) Java
3 497 (37.31%) Agile Software Development
4 470 (35.29%) Python
5 423 (31.76%) AWS
6 414 (31.08%) Finance
7 406 (30.48%) RDBMS
8 367 (27.55%) SQL Server
9 317 (23.80%) Software Engineering
10 279 (20.95%) Oracle
11 271 (20.35%) JavaScript
12 265 (19.89%) PostgreSQL
13 253 (18.99%) C#
14 248 (18.62%) OO
15 241 (18.09%) Computer Science
16 226 (16.97%) NoSQL
17 225 (16.89%) Linux
18 221 (16.59%) Git (software)
19 217 (16.29%) MySQL
20 210 (15.77%) Degree
21 204 (15.32%) Azure
21 204 (15.32%) Docker
22 203 (15.24%) DevOps
23 195 (14.64%) Fintech
24 184 (13.81%) Spring
25 180 (13.51%) ETL
26 176 (13.21%) Microservices
27 174 (13.06%) Analytics
27 174 (13.06%) Big Data
28 171 (12.84%) TDD

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
1 117 (8.78%) Apache Spark
2 43 (3.23%) Elasticsearch
3 26 (1.95%) Apache Airflow
4 25 (1.88%) Confluence
4 25 (1.88%) SAS
5 21 (1.58%) Luigi
6 19 (1.43%) Apache
7 16 (1.20%) Oracle SOA Suite
8 15 (1.13%) CMS
9 14 (1.05%) WebSphere
10 13 (0.98%) Adobe Experience Manager
11 12 (0.90%) WebLogic
12 11 (0.83%) JBoss
13 9 (0.68%) IIS
13 9 (0.68%) SharePoint
14 8 (0.60%) Tomcat
15 7 (0.53%) Apache Pig
15 7 (0.53%) OpenStack
15 7 (0.53%) Oracle Workflow
16 6 (0.45%) WebSphere Application Server
Applications
1 65 (4.88%) Microsoft Excel
2 7 (0.53%) Microsoft Office
3 6 (0.45%) SPSS
4 5 (0.38%) Microsoft PowerPoint
5 2 (0.15%) Microsoft Project
5 2 (0.15%) MS Visio
5 2 (0.15%) Spreadsheet
6 1 (0.075%) GNU Octave
6 1 (0.075%) Simulink
Business Applications
1 21 (1.58%) Magento
2 9 (0.68%) Dynamics CRM
3 8 (0.60%) Sparx Enterprise Architect
4 6 (0.45%) FastStats
5 5 (0.38%) Payment Gateway
6 4 (0.30%) Dynamics AX
7 3 (0.23%) BusinessWorks
7 3 (0.23%) SAP Hybris
7 3 (0.23%) SDL Web 8
8 2 (0.15%) SimCorp Dimension
9 1 (0.075%) Elite 3E
9 1 (0.075%) NetSuite
9 1 (0.075%) Oracle Payables
9 1 (0.075%) PolarLake
Cloud Services
1 423 (31.76%) AWS
2 204 (15.32%) Azure
3 112 (8.41%) GCP
4 58 (4.35%) GitHub
5 56 (4.20%) Amazon S3
6 52 (3.90%) Power Platform
7 49 (3.68%) Amazon EC2
8 43 (3.23%) Amazon SQS
9 38 (2.85%) SaaS
10 30 (2.25%) Amazon EMR
11 29 (2.18%) Serverless
12 26 (1.95%) Amazon Kinesis
13 25 (1.88%) Cloud Computing
14 19 (1.43%) AWS Lambda
15 16 (1.20%) IaaS
16 15 (1.13%) Virtual Private Cloud
17 12 (0.90%) AWS Elastic Beanstalk
17 12 (0.90%) NuGet
18 11 (0.83%) PaaS
19 10 (0.75%) AWS CloudFormation
Communications & Networking
1 34 (2.55%) Internet
2 21 (1.58%) TCP/IP
3 18 (1.35%) HTTP
4 11 (0.83%) SAN
5 10 (0.75%) MQTT
5 10 (0.75%) Network Security
6 6 (0.45%) PBX
6 6 (0.45%) SMS
7 5 (0.38%) Fibre Channel
7 5 (0.38%) iSCSI
7 5 (0.38%) NAS
8 4 (0.30%) Reverse Proxy
8 4 (0.30%) SWIFTNet
9 3 (0.23%) DMZ
9 3 (0.23%) Firewall
9 3 (0.23%) VPN
10 2 (0.15%) DHCP
10 2 (0.15%) DNS
10 2 (0.15%) IPv6
10 2 (0.15%) SNMP
Database & Business Intelligence
1 406 (30.48%) RDBMS
2 367 (27.55%) SQL Server
3 265 (19.89%) PostgreSQL
4 226 (16.97%) NoSQL
5 217 (16.29%) MySQL
6 174 (13.06%) Big Data
7 157 (11.79%) Data Warehouse
8 105 (7.88%) Hadoop
9 88 (6.61%) MongoDB
10 75 (5.63%) Amazon RDS
11 67 (5.03%) SQL Server Integration Services
12 65 (4.88%) Amazon DynamoDB
13 63 (4.73%) Redis
14 62 (4.65%) Amazon Redshift
15 52 (3.90%) Power BI
16 49 (3.68%) Apache Cassandra
17 46 (3.45%) SQL Server Reporting Services
18 40 (3.00%) Oracle Database
19 38 (2.85%) Amazon Aurora
20 37 (2.78%) BigQuery
Development Applications
1 221 (16.59%) Git (software)
2 109 (8.18%) Jenkins
3 84 (6.31%) JIRA
4 56 (4.20%) Maven
5 36 (2.70%) JUnit
6 32 (2.40%) Selenium
7 26 (1.95%) Visual Studio
8 23 (1.73%) TeamCity
9 22 (1.65%) Jasmine
10 20 (1.50%) CircleCI
11 18 (1.35%) Ant
12 17 (1.28%) IntelliJ
13 16 (1.20%) Vagrant
14 15 (1.13%) Gradle
15 14 (1.05%) Sonatype Nexus
15 14 (1.05%) SpecFlow
16 13 (0.98%) Subversion
17 12 (0.90%) Mockito
17 12 (0.90%) Octopus Deploy
18 11 (0.83%) Eclipse
General
1 414 (31.08%) Finance
2 78 (5.86%) Banking
3 48 (3.60%) Marketing
4 43 (3.23%) Retail
5 28 (2.10%) Financial Institution
6 22 (1.65%) Front Office
7 20 (1.50%) Automotive
7 20 (1.50%) Legal
8 19 (1.43%) Advertising
9 17 (1.28%) Games
10 13 (0.98%) Telecoms
11 11 (0.83%) Back Office
11 11 (0.83%) Electronics
11 11 (0.83%) Investment Banking
11 11 (0.83%) Russian Language
12 10 (0.75%) Law
13 8 (0.60%) Billing
13 8 (0.60%) Public Sector
14 5 (0.38%) iGaming
14 5 (0.38%) Police
Job Titles
1 617 (46.32%) Developer
2 217 (16.29%) Java Developer
3 136 (10.21%) Senior Developer
4 127 (9.53%) Analyst
5 126 (9.46%) Python Developer
6 109 (8.18%) C# Developer
7 107 (8.03%) Junior
7 107 (8.03%) Software Engineer
8 105 (7.88%) Data Engineer
9 97 (7.28%) Architect
10 93 (6.98%) Junior Developer
11 71 (5.33%) Junior Python Developer
12 66 (4.95%) Graduate
13 64 (4.80%) Full Stack Developer
14 61 (4.58%) Java Engineer
15 59 (4.43%) Graduate Developer
15 59 (4.43%) Junior C# Developer
16 58 (4.35%) Data Architect
16 58 (4.35%) Java Developer - Fintech
16 58 (4.35%) Junior Java Developer
Libraries, Frameworks & Software Standards
1 184 (13.81%) Spring
2 170 (12.76%) .NET
3 168 (12.61%) HTML
4 146 (10.96%) XML
5 139 (10.44%) CSS
6 135 (10.14%) AngularJS
7 129 (9.68%) React
8 109 (8.18%) RESTful
9 102 (7.66%) Web Services
10 101 (7.58%) REST
11 96 (7.21%) JSON
12 94 (7.06%) Kafka
13 72 (5.41%) Node.js
14 71 (5.33%) Django
15 63 (4.73%) HTML5
16 60 (4.50%) SOAP
17 57 (4.28%) Spring Boot
18 53 (3.98%) jQuery
19 52 (3.90%) J2EE
20 51 (3.83%) ASP.NET
Miscellaneous
1 146 (10.96%) Data Structures
2 145 (10.89%) Analytical Skills
3 112 (8.41%) User Experience
4 101 (7.58%) Algorithms
5 79 (5.93%) Derivative
6 69 (5.18%) Hedge funds
6 69 (5.18%) Management Information System
7 52 (3.90%) Greenfield Project
8 47 (3.53%) Enterprise Software
8 47 (3.53%) Self-Motivation
9 31 (2.33%) Pricing Data
9 31 (2.33%) Replication
10 27 (2.03%) Fixed Income
10 27 (2.03%) Linux Command Line
11 22 (1.65%) Reference Data
12 21 (1.58%) Mobile App
13 20 (1.50%) Public Cloud
14 17 (1.28%) Data Centre
15 16 (1.20%) Client/Server
15 16 (1.20%) Virtual Team
Operating Systems
1 225 (16.89%) Linux
2 78 (5.86%) Unix
3 49 (3.68%) Windows
4 24 (1.80%) Windows Server
5 15 (1.13%) CentOS
6 13 (0.98%) Oracle Linux
7 10 (0.75%) Ubuntu
8 9 (0.68%) Red Hat Enterprise Linux
9 8 (0.60%) Apple iOS
10 7 (0.53%) VMS
11 6 (0.45%) Mac OS X
12 5 (0.38%) Android
12 5 (0.38%) Solaris
13 4 (0.30%) Mac OS
14 3 (0.23%) Debian
15 2 (0.15%) Windows 2000
15 2 (0.15%) Windows XP
16 1 (0.075%) AIX
16 1 (0.075%) SUSE
Processes & Methodologies
1 497 (37.31%) Agile Software Development
2 317 (23.80%) Software Engineering
3 248 (18.62%) OO
4 241 (18.09%) Computer Science
5 203 (15.24%) DevOps
6 195 (14.64%) Fintech
7 180 (13.51%) ETL
8 176 (13.21%) Microservices
9 174 (13.06%) Analytics
10 171 (12.84%) TDD
11 156 (11.71%) Scrum
12 151 (11.34%) Business Intelligence
13 149 (11.19%) Visualisation
14 142 (10.66%) Problem-Solving
15 136 (10.21%) Data Modelling
16 135 (10.14%) Data Science
17 126 (9.46%) Mathematics
18 118 (8.86%) Machine Learning
19 110 (8.26%) Mentoring
20 88 (6.61%) MVC
Programming Languages
1 689 (51.73%) SQL
2 524 (39.34%) Java
3 470 (35.29%) Python
4 271 (20.35%) JavaScript
5 253 (18.99%) C#
6 136 (10.21%) R
7 135 (10.14%) PHP
8 124 (9.31%) Scala
9 108 (8.11%) C++
10 83 (6.23%) T-SQL
11 70 (5.26%) TypeScript
12 66 (4.95%) PL/SQL
13 58 (4.35%) Java 8
14 47 (3.53%) Bash Shell
15 44 (3.30%) Ruby
16 36 (2.70%) Perl
17 34 (2.55%) C
17 34 (2.55%) Shell Script
18 27 (2.03%) AspectJ
19 24 (1.80%) VBA
Qualifications
1 210 (15.77%) Degree
2 103 (7.73%) Computer Science Degree
3 28 (2.10%) PhD
4 25 (1.88%) Master's Degree
5 18 (1.35%) Numerate Degree
6 12 (0.90%) AWS Certification
7 9 (0.68%) SC Cleared
7 9 (0.68%) Security Cleared
8 8 (0.60%) MBA
9 7 (0.53%) Microsoft Certification
10 6 (0.45%) ISTQB
11 4 (0.30%) PMP
11 4 (0.30%) Postgraduate
12 3 (0.23%) ITIL Foundation Certificate
12 3 (0.23%) MCPD
13 2 (0.15%) CFA
13 2 (0.15%) MCAD
13 2 (0.15%) MCP
13 2 (0.15%) MCSD
13 2 (0.15%) MCTS
Quality Assurance & Compliance
1 94 (7.06%) QA
2 44 (3.30%) Data Quality
3 11 (0.83%) SLA
4 8 (0.60%) GDPR
5 6 (0.45%) PCI DSS
6 5 (0.38%) Actionable Recommendations
7 3 (0.23%) COBIT
7 3 (0.23%) COSO
7 3 (0.23%) ISO/IEC 27001
7 3 (0.23%) NIST
8 2 (0.15%) PMO
9 1 (0.075%) Solvency II
System Software
1 204 (15.32%) Docker
2 15 (1.13%) VMware Infrastructure
3 14 (1.05%) Apache Flume
4 11 (0.83%) Active Directory
4 11 (0.83%) Oracle RAC
5 7 (0.53%) HDFS
5 7 (0.53%) KVM
6 6 (0.45%) Apache ZooKeeper
7 2 (0.15%) Virtual Machines
8 1 (0.075%) ACF2
8 1 (0.075%) Cronacle
8 1 (0.075%) GridGain
8 1 (0.075%) NFS
8 1 (0.075%) RACF
Systems Management
1 115 (8.63%) Kubernetes
2 40 (3.00%) Ansible
3 31 (2.33%) Terraform
4 24 (1.80%) Kibana
5 21 (1.58%) Prometheus
6 20 (1.50%) Grafana
7 15 (1.13%) Oozie
8 14 (1.05%) Puppet
9 13 (0.98%) Opscode Chef
10 9 (0.68%) Istio
10 9 (0.68%) linkerd
10 9 (0.68%) Rancher
10 9 (0.68%) ZABBIX
11 8 (0.60%) Packer
12 7 (0.53%) Data Guard
12 7 (0.53%) Oracle RMAN
13 6 (0.45%) Hadoop YARN
13 6 (0.45%) Oracle Enterprise Manager
14 5 (0.38%) HP ALM
14 5 (0.38%) Matomo
Vendors
1 279 (20.95%) Oracle
2 121 (9.08%) Microsoft
3 79 (5.93%) Tableau
4 74 (5.56%) Sybase
5 72 (5.41%) Google
6 36 (2.70%) Zend
7 23 (1.73%) IBM
7 23 (1.73%) VMware
8 20 (1.50%) WorldPay
9 18 (1.35%) TIBCO
10 16 (1.20%) RedGate
10 16 (1.20%) Salesforce.com
11 14 (1.05%) Adobe
11 14 (1.05%) Databricks
12 12 (0.90%) Cognos
12 12 (0.90%) HP
12 12 (0.90%) New Relic
12 12 (0.90%) Red Hat
13 11 (0.83%) Calypso
13 11 (0.83%) hybris