The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Modelling
London / City of London
Rank 128 100 117
Rank change year-on-year
-28 +17
Permanent jobs citing Data Modelling 99 187 250
As % of all permanent IT jobs located in the City of London 1.98% 2.76% 2.44%
As % of the Processes & Methodologies category 2.21% 3.08% 2.81%
Number of salaries quoted 91 160 212
Median salary £65,000 £60,750 £57,500
Median salary % change year-on-year
+6.99% +5.65%
90% offered a salary of more than £42,500 £45,000 £37,500
10% offered a salary of more than £90,000 £90,500 £77,250
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4481 6070 8900
As % of all permanent IT jobs located in the City of London 89.73% 89.58% 86.89%
Number of salaries quoted 4077 5389 7573
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £37,500
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the City of London

Data Modelling
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the City of London region.

Data Modelling Salary Trend in the City of London

Data Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Modelling across the City of London region over the 3 months to 21 February 2017.

Data Modelling Salary Histogram in the City of London

Data Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 21 February 2017, IT jobs citing Data Modelling 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 City of London region with a requirement for Data Modelling.

1 148 (68.52%) SQL
2 94 (43.52%) ETL
2 94 (43.52%) Business Intelligence
3 88 (40.74%) Finance
4 75 (34.72%) SQL Server
5 73 (33.80%) Data Warehouse
6 54 (25.00%) Agile Software Development
7 45 (20.83%) Oracle
8 44 (20.37%) Microsoft
8 44 (20.37%) Java
8 44 (20.37%) SQL Server Reporting Services
9 40 (18.52%) SQL Server Integration Services
10 38 (17.59%) Analytics
11 36 (16.67%) Big Data
12 33 (15.28%) Degree
12 33 (15.28%) Banking
13 32 (14.81%) Python
14 29 (13.43%) T-SQL
15 28 (12.96%) Linux
15 28 (12.96%) Business Analysis
15 28 (12.96%) Hadoop
16 26 (12.04%) SDLC
17 25 (11.57%) SQL Server Analysis Services
17 25 (11.57%) Data Analysis
17 25 (11.57%) JavaScript
18 24 (11.11%) OO
18 24 (11.11%) Oracle Database
19 23 (10.65%) Data Management
20 22 (10.19%) Data Architecture
21 21 (9.72%) Data Quality

Data Modelling
Top Related IT Skills in the City of 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 18 (8.33%) Apache Spark
2 13 (6.02%) Confluence
3 11 (5.09%) Apache
4 5 (2.31%) SAS
5 4 (1.85%) Cloud Foundry
6 3 (1.39%) IIS
7 2 (0.93%) Drupal
7 2 (0.93%) SharePoint
8 1 (0.46%) CMS
8 1 (0.46%) FileNet
8 1 (0.46%) JBoss
8 1 (0.46%) Jetty
8 1 (0.46%) MS Exchange
8 1 (0.46%) Oracle SOA Suite
8 1 (0.46%) Tomcat
8 1 (0.46%) WebSphere
Applications
1 15 (6.94%) MS Excel
2 7 (3.24%) MS Visio
3 6 (2.78%) MS Office
4 2 (0.93%) SPSS
4 2 (0.93%) Stata
5 1 (0.46%) MS Project
5 1 (0.46%) Spreadsheet
Business Applications
1 4 (1.85%) SAP ERP
2 3 (1.39%) OpenText MBPM
3 1 (0.46%) Oracle BPM
3 1 (0.46%) Oracle Retail
3 1 (0.46%) StreamServe
Cloud Services
1 8 (3.70%) Amazon AWS
2 6 (2.78%) GitHub
3 5 (2.31%) Google Analytics
3 5 (2.31%) SaaS
4 4 (1.85%) Force.com
4 4 (1.85%) Microsoft Azure
5 3 (1.39%) Google Cloud Platform
5 3 (1.39%) PaaS
6 2 (0.93%) Amazon S3
6 2 (0.93%) Cloud Computing
7 1 (0.46%) Amazon Kinesis
7 1 (0.46%) Amazon SQS
Communications & Networking
1 6 (2.78%) Internet
2 3 (1.39%) Kerberos
2 3 (1.39%) LDAP
3 2 (0.93%) Intranet
4 1 (0.46%) Firewall
4 1 (0.46%) HTTP
4 1 (0.46%) LAN
4 1 (0.46%) SAN
4 1 (0.46%) WAN
Database & Business Intelligence
1 75 (34.72%) SQL Server
2 73 (33.80%) Data Warehouse
3 44 (20.37%) SQL Server Reporting Services
4 40 (18.52%) SQL Server Integration Services
5 36 (16.67%) Big Data
6 28 (12.96%) Hadoop
7 25 (11.57%) SQL Server Analysis Services
8 24 (11.11%) Oracle Database
9 19 (8.80%) Power BI
10 18 (8.33%) MySQL
11 17 (7.87%) Relational Database
12 16 (7.41%) Oracle Database 11g
13 15 (6.94%) NoSQL
14 14 (6.48%) OLAP
14 14 (6.48%) SQL Server 2012
15 13 (6.02%) Data Mining
16 12 (5.56%) Apache Hive
16 12 (5.56%) SQL Server 2008
17 10 (4.63%) Impala
18 9 (4.17%) OLAP Cube
Development Applications
1 19 (8.80%) JIRA
2 11 (5.09%) Git (software)
3 9 (4.17%) Jenkins
3 9 (4.17%) Toad
4 7 (3.24%) Subversion
5 6 (2.78%) Phabricator
5 6 (2.78%) PowerDesigner
6 5 (2.31%) FishEye
6 5 (2.31%) Liquibase
7 4 (1.85%) Ant
7 4 (1.85%) Atlassian Bamboo
7 4 (1.85%) Team Foundation Server
8 2 (0.93%) Talend Open Studio
9 1 (0.46%) Apache Ivy
9 1 (0.46%) ERwin
9 1 (0.46%) Gradle
9 1 (0.46%) gulp
9 1 (0.46%) JUnit
9 1 (0.46%) Maven
9 1 (0.46%) Visual Studio
General
1 88 (40.74%) Finance
2 33 (15.28%) Banking
3 19 (8.80%) Investment Banking
4 16 (7.41%) Marketing
5 15 (6.94%) Financial Institution
6 11 (5.09%) Legal
7 7 (3.24%) Retail
8 6 (2.78%) Front Office
9 5 (2.31%) Law
10 4 (1.85%) Automotive
11 2 (0.93%) Advertising
12 1 (0.46%) Corporate Banking
12 1 (0.46%) Publishing
Job Titles
1 78 (36.11%) Developer
2 45 (20.83%) Analyst
3 28 (12.96%) Architect
4 22 (10.19%) Business Intelligence Developer
5 21 (9.72%) Data Analyst
6 20 (9.26%) Data Architect
6 20 (9.26%) Senior Developer
7 19 (8.80%) Business Analyst
8 15 (6.94%) DBA
8 15 (6.94%) SQL DBA
9 14 (6.48%) Data Warehouse Developer
10 12 (5.56%) SQL Developer
10 12 (5.56%) SQL Server DBA
11 11 (5.09%) Java Developer
11 11 (5.09%) Production DBA
12 10 (4.63%) Consultant
12 10 (4.63%) Oracle DBA
12 10 (4.63%) Oracle SQL Server DBA
13 9 (4.17%) IT Project Manager
13 9 (4.17%) Project Manager
Libraries, Frameworks & Software Standards
1 20 (9.26%) HTML
2 15 (6.94%) CSS
2 15 (6.94%) REST
3 14 (6.48%) XML
4 13 (6.02%) Node.js
5 12 (5.56%) JSON
5 12 (5.56%) Web Services
6 11 (5.09%) jQuery
7 10 (4.63%) .NET
7 10 (4.63%) HTML5
7 10 (4.63%) SOAP
8 9 (4.17%) Django
8 9 (4.17%) LAMP
9 8 (3.70%) React
10 7 (3.24%) Ajax
10 7 (3.24%) AngularJS
10 7 (3.24%) Spring
11 6 (2.78%) Hibernate
11 6 (2.78%) J2EE
11 6 (2.78%) Twitter Bootstrap
Miscellaneous
1 17 (7.87%) Analytical Skills
2 15 (6.94%) Data Structures
3 12 (5.56%) Computer Science
3 12 (5.56%) PMI
4 11 (5.09%) Reference Data
5 10 (4.63%) Fintech
6 9 (4.17%) Credit Risk
6 9 (4.17%) Management Information System
6 9 (4.17%) Market Risk
6 9 (4.17%) Replication
7 7 (3.24%) Algorithms
8 6 (2.78%) User Experience
9 3 (1.39%) Enterprise Software
9 3 (1.39%) Fixed Income
9 3 (1.39%) Foreign Exchange (FX)
9 3 (1.39%) Mobile App
10 2 (0.93%) Clustering
10 2 (0.93%) Social Media
11 1 (0.46%) Equities
11 1 (0.46%) Tandem
Operating Systems
1 28 (12.96%) Linux
2 11 (5.09%) Windows
3 8 (3.70%) Unix
4 5 (2.31%) Android
4 5 (2.31%) Debian
5 4 (1.85%) Red Hat Enterprise Linux
6 3 (1.39%) Windows XP
7 1 (0.46%) Apple iOS
Processes & Methodologies
1 94 (43.52%) Business Intelligence
1 94 (43.52%) ETL
2 54 (25.00%) Agile Software Development
3 38 (17.59%) Analytics
4 28 (12.96%) Business Analysis
5 26 (12.04%) SDLC
6 25 (11.57%) Data Analysis
7 24 (11.11%) OO
8 23 (10.65%) Data Management
9 22 (10.19%) Data Architecture
10 20 (9.26%) Performance Tuning
11 18 (8.33%) Logical Data Model
12 17 (7.87%) Scrum
13 15 (6.94%) CRM
13 15 (6.94%) Project Management
14 14 (6.48%) Mentoring
14 14 (6.48%) Visualisation
15 13 (6.02%) OOP
15 13 (6.02%) PRINCE2
15 13 (6.02%) Stakeholder Management
Programming Languages
1 148 (68.52%) SQL
2 44 (20.37%) Java
3 32 (14.81%) Python
4 29 (13.43%) T-SQL
5 25 (11.57%) JavaScript
6 16 (7.41%) C#
7 13 (6.02%) Scala
8 11 (5.09%) PHP
9 10 (4.63%) R
10 9 (4.17%) PL/SQL
11 8 (3.70%) Shell Script
12 7 (3.24%) Perl
13 6 (2.78%) MATLAB
14 5 (2.31%) Bash Shell
14 5 (2.31%) C++
14 5 (2.31%) Clojure
14 5 (2.31%) Groovy
14 5 (2.31%) Jython
15 4 (1.85%) Apex Code
15 4 (1.85%) PowerShell
Qualifications
1 33 (15.28%) Degree
2 12 (5.56%) PMI Certification
3 4 (1.85%) PhD
4 3 (1.39%) OCP
4 3 (1.39%) Oracle Certification
5 1 (0.46%) APMP
5 1 (0.46%) CBAP
5 1 (0.46%) IIBA
5 1 (0.46%) ISEB
5 1 (0.46%) PMP
5 1 (0.46%) Postgraduate
5 1 (0.46%) Security Cleared
Quality Assurance & Compliance
1 21 (9.72%) Data Quality
2 5 (2.31%) MiFID
3 1 (0.46%) P3O
3 1 (0.46%) QA
3 1 (0.46%) SLA
System Software
1 4 (1.85%) Active Directory
2 3 (1.39%) Docker
3 2 (0.93%) Apache Flume
3 2 (0.93%) HDFS
3 2 (0.93%) Oracle RAC
Systems Management
1 10 (4.63%) Oozie
2 5 (2.31%) Data Guard
3 4 (1.85%) Ansible
4 3 (1.39%) Failover Clustering
5 2 (0.93%) Enterprise Manager Cloud Control
6 1 (0.46%) Dokku
6 1 (0.46%) Oracle RMAN
Vendors
1 45 (20.83%) Oracle
2 44 (20.37%) Microsoft
3 20 (9.26%) Tableau
4 15 (6.94%) Cognos
5 11 (5.09%) Sybase
6 9 (4.17%) Informatica
6 9 (4.17%) Salesforce.com
7 8 (3.70%) Google
8 6 (2.78%) SAP
8 6 (2.78%) Sencha
8 6 (2.78%) Twitter
9 4 (1.85%) Hortonworks
9 4 (1.85%) MicroStrategy
10 3 (1.39%) Cloudera
10 3 (1.39%) Murex
10 3 (1.39%) OpenText
11 2 (0.93%) MapR
11 2 (0.93%) Pega
11 2 (0.93%) Talend
11 2 (0.93%) Vermilion
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: Yesterday
City, London
ComputAppoint
Salary: £48000 - £50000 per annum + fantastic benefits
Posted: 18 hours ago
City, London
Anthony James Consulting
Salary: From £50,000 to £60,000 per annum
Posted: 3 days ago
City, London
Spencer Rose
Salary: £60000 - £65000 per annum
Posted: 17 hours ago
City, London
onezeero.
Salary: £49000 - £50000 per annum + Benefits - Fixed Term
Posted: 6 days ago
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + plus package
Posted: 5 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: Yesterday
City, London
Bond Mckenzie
Salary: From £115,000 to £135,000 per annum plus bonus from £60,000 to £120,00
Posted: 6 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 13 days ago
City of London
Hays London City Cheapside
Salary: £80000.00 - £110000.00 per annum
Posted: 12 days ago
City of London
Arrows Group Ltd
Salary: £80000 - £100000 per annum + bonus(5-15%) pension, private health
Posted: 6 days ago
City of London
Huxley
Salary: competitive
Posted: 11 days ago
City of London
Michael Page Technology
Salary: £40000 - £60000 per annum + benefits
Posted: 22 days ago
City of London
Venturi
Salary: £50000 - £110000 per annum + bonus +Full bens
Posted: 25 days ago
City of London
Hays London City Cheapside
Salary: £110000.00 - £130000.00 per annum + bonus
Posted: 21 days ago