The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 7 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
7 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 133 109 136
Rank change year-on-year
-24 +27
Permanent jobs citing Data Modelling 1021 1303 979
As % of all permanent IT jobs located in London 2.31% 2.67% 2.20%
As % of the Processes & Methodologies category 2.71% 3.15% 2.62%
Number of salaries quoted 800 1097 788
Average salary £60,000 £60,000 £60,000
90% offered a salary of more than £42,500 £40,000 £41,500
10% offered a salary of more than £87,000 £82,500 £80,000
UK excluding London average salary £45,250 £45,000 £45,000
% change year-on-year
+0.55% -
Data Modelling
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
37708 41365 37406
As % of all permanent IT jobs located in London 85.45% 84.78% 83.89%
Number of salaries quoted 31658 34388 31121
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £37,500 £37,500 £36,500
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

Data Modelling
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the London region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in London

Data Modelling
Salary Trend in London

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

Data Modelling Salary Trend in London

Data Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Modelling across the London region over the 3 months to 7 July 2015.

Data Modelling Salary Histogram in London

Data Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the London region over the 3 months to 7 July 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -34 223 £62,500 +1.78% 59
Canary Wharf +12 16 £67,500 +8.87%
Docklands, London -11 14 £80,000 +23.07%
Kingston Upon Thames +6 6 £38,066 -30.79%
Chiswick +5 4 £52,500 -12.50%
Uxbridge - 4 £62,500 - 1
Hounslow - 3 - - 1
Feltham - 2 - - 1
Grays - 2 £37,500 -
Isleworth - 2 - -
Croydon +4 1 £40,000 -20.00% 1
Teddington - 1 £47,500 -
Hammersmith - 1 £50,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 7 July 2015, IT jobs across the London region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 1036 (47.79%) SQL
2 888 (40.96%) Business Intelligence
3 845 (38.98%) Finance
4 791 (36.49%) Data Warehouse
5 724 (33.39%) ETL
6 597 (27.54%) Agile Software Development
7 591 (27.26%) Analytics
8 586 (27.03%) Oracle
9 480 (22.14%) SQL Server
10 470 (21.68%) Analytical Skills
11 443 (20.43%) Degree
12 436 (20.11%) Banking
13 398 (18.36%) Microsoft
14 389 (17.94%) Java
15 372 (17.16%) Data Analysis
16 342 (15.77%) Big Data
17 341 (15.73%) Data Management
18 339 (15.64%) SQL Server Integration Services
19 320 (14.76%) Data Architecture
20 288 (13.28%) Business Analysis
21 261 (12.04%) SQL Server Reporting Services
22 227 (10.47%) UML
23 224 (10.33%) SQL Server Analysis Services
24 222 (10.24%) Retail
25 221 (10.19%) Relational Database
26 219 (10.10%) MS Excel
27 207 (9.55%) Tableau
28 203 (9.36%) T-SQL
29 199 (9.18%) Project Management
30 192 (8.86%) XML

Data Modelling
Top Related IT Skills in London by Category

For the 6 months to 7 July 2015, IT jobs across the London region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 117 (5.40%) SAS
2 67 (3.09%) SharePoint
3 41 (1.89%) JBoss
3 41 (1.89%) Apache Spark
4 30 (1.38%) WebSphere
5 28 (1.29%) WebLogic
6 24 (1.11%) Tomcat
7 22 (1.01%) Apache Pig
8 21 (0.97%) IIS
9 20 (0.92%) Apache
10 15 (0.69%) Elasticsearch
10 15 (0.69%) Oracle UPK
11 14 (0.65%) Confluence
12 12 (0.55%) OpenStack
13 11 (0.51%) Oracle Workflow
14 10 (0.46%) FileNet
14 10 (0.46%) nginx
14 10 (0.46%) MediaWiki
15 9 (0.42%) Node.js
15 9 (0.42%) SharePoint 2013
Applications
1 219 (10.10%) MS Excel
2 84 (3.87%) MS Visio
3 62 (2.86%) SPSS
4 60 (2.77%) MS Office
5 55 (2.54%) PowerPivot
6 34 (1.57%) MS PowerPoint
7 19 (0.88%) Spreadsheet
8 18 (0.83%) MS Project
9 5 (0.23%) MicroStation
10 3 (0.14%) OmniGraffle
10 3 (0.14%) CPLEX
Business Applications
1 37 (1.71%) Dynamics CRM
2 30 (1.38%) Oracle EBS
3 27 (1.25%) Cognos TM1
4 16 (0.74%) Cognos Business Intelligence
5 13 (0.60%) BusinessWorks
5 13 (0.60%) Oracle Retail
6 9 (0.42%) Oracle Applications
7 7 (0.32%) Oracle ERP
8 6 (0.28%) Markit EDM
9 5 (0.23%) Oracle FAH
9 5 (0.23%) WebTrends
9 5 (0.23%) Oracle Financials
9 5 (0.23%) Oracle EBS R12
9 5 (0.23%) Cognos Planning
10 4 (0.18%) Dynamics AX
10 4 (0.18%) Oracle CRM
10 4 (0.18%) SAP CRM
10 4 (0.18%) Oracle BPM
11 3 (0.14%) SAP MDM
11 3 (0.14%) SAP Oil and Gas
Cloud Services
1 83 (3.83%) Amazon AWS
2 73 (3.37%) SaaS
3 47 (2.17%) Microsoft Azure
4 22 (1.01%) Cloud Computing
5 20 (0.92%) IaaS
5 20 (0.92%) Google Analytics
6 16 (0.74%) PaaS
7 14 (0.65%) Force.com
8 12 (0.55%) Google Apps
8 12 (0.55%) Terremark
9 8 (0.37%) Google Cloud Platform
10 7 (0.32%) Amazon EMR
11 6 (0.28%) Google App Engine
12 5 (0.23%) GitHub
12 5 (0.23%) Amazon EC2
12 5 (0.23%) Adobe Analytics
13 3 (0.14%) Amazon S3
13 3 (0.14%) Lucidchart
14 2 (0.092%) Amazon ELB
14 2 (0.092%) AWS Elastic Beanstalk
Communications & Networking
1 22 (1.01%) Firewall
2 18 (0.83%) DSL
2 18 (0.83%) Broadband
3 12 (0.55%) LDAP
4 10 (0.46%) FTP
4 10 (0.46%) LAN
4 10 (0.46%) WAN
4 10 (0.46%) VPN
4 10 (0.46%) IPv6
4 10 (0.46%) EIGRP
4 10 (0.46%) OSPF
4 10 (0.46%) BGP
4 10 (0.46%) IPsec
4 10 (0.46%) Network Security
5 9 (0.42%) Internet
6 6 (0.28%) TCP/IP
6 6 (0.28%) SSH
7 5 (0.23%) HTTP
8 4 (0.18%) DNS
9 3 (0.14%) Extranet
Database & Business Intelligence
1 791 (36.49%) Data Warehouse
2 480 (22.14%) SQL Server
3 342 (15.77%) Big Data
4 339 (15.64%) SQL Server Integration Services
5 261 (12.04%) SQL Server Reporting Services
6 224 (10.33%) SQL Server Analysis Services
7 221 (10.19%) Relational Database
8 179 (8.26%) OLAP
9 170 (7.84%) Oracle Database
10 162 (7.47%) QlikView
10 162 (7.47%) Hadoop
11 132 (6.09%) RDBMS
12 125 (5.77%) Oracle ODI
13 114 (5.26%) Oracle Database 11g
14 106 (4.89%) Enterprise Data Warehouse
15 105 (4.84%) Data Mining
16 103 (4.75%) Oracle BI EE
17 102 (4.70%) NoSQL
18 91 (4.20%) SQL Server 2008
19 88 (4.06%) Oracle Reports
Development Applications
1 66 (3.04%) ERwin
2 61 (2.81%) Git (software)
3 60 (2.77%) Talend Open Studio
4 56 (2.58%) Toad
5 53 (2.44%) Subversion
5 53 (2.44%) JIRA
6 40 (1.85%) PowerDesigner
7 33 (1.52%) JUnit
7 33 (1.52%) Visual Studio
8 29 (1.34%) Team Foundation Server
9 28 (1.29%) Jenkins
10 20 (0.92%) Maven
11 18 (0.83%) Eclipse
12 15 (0.69%) Mercurial
13 14 (0.65%) IntelliJ
14 13 (0.60%) SpecFlow
15 12 (0.55%) JMeter
16 11 (0.51%) Ant
17 10 (0.46%) Hudson
18 8 (0.37%) FindBugs
General
1 845 (38.98%) Finance
2 436 (20.11%) Banking
3 222 (10.24%) Retail
4 143 (6.60%) Investment Banking
5 103 (4.75%) Marketing
6 75 (3.46%) Telecoms
7 71 (3.27%) Front Office
8 64 (2.95%) Legal
9 46 (2.12%) Advertising
10 38 (1.75%) Financial Institution
11 36 (1.66%) Back Office
11 36 (1.66%) Games
12 29 (1.34%) Law
13 22 (1.01%) Publishing
14 19 (0.88%) Retail Banking
15 15 (0.69%) Manufacturing
16 11 (0.51%) Multimedia
16 11 (0.51%) Online Betting
17 10 (0.46%) Billing
17 10 (0.46%) Electronics
Job Titles
1 650 (29.98%) Analyst
2 588 (27.12%) Developer
3 435 (20.06%) Architect
4 331 (15.27%) Business Analyst
5 227 (10.47%) Data Architect
6 193 (8.90%) Consultant
7 168 (7.75%) Data Analyst
8 108 (4.98%) Business Intelligence Developer
9 88 (4.06%) Senior Developer
10 86 (3.97%) Senior Analyst
11 84 (3.87%) Java Developer
12 81 (3.74%) SQL Developer
13 74 (3.41%) Solutions Architect
14 72 (3.32%) Business Intelligence Analyst
15 67 (3.09%) Business Intelligence Consultant
16 63 (2.91%) Data Manager
17 59 (2.72%) Analyst Developer
18 58 (2.68%) Senior Business Analyst
18 58 (2.68%) Business Intelligence Architect
19 56 (2.58%) Oracle Developer
Libraries, Frameworks & Software Standards
1 192 (8.86%) XML
2 188 (8.67%) .NET
3 147 (6.78%) Web Services
4 97 (4.47%) HTML
5 78 (3.60%) J2EE
6 72 (3.32%) CSS
7 61 (2.81%) Hibernate
8 57 (2.63%) RESTful
9 54 (2.49%) ASP.NET
10 53 (2.44%) Middleware
11 50 (2.31%) Spring
12 49 (2.26%) MDX
13 46 (2.12%) jQuery
14 41 (1.89%) REST
15 36 (1.66%) WCF
16 32 (1.48%) .NET Framework
16 32 (1.48%) SOAP
17 29 (1.34%) XBRL
17 29 (1.34%) JMS
18 28 (1.29%) Visualforce
Miscellaneous
1 470 (21.68%) Analytical Skills
2 189 (8.72%) Data Integration
3 187 (8.63%) Management Information System
4 176 (8.12%) Computer Science
5 150 (6.92%) Visualisation
6 148 (6.83%) Data Structures
7 100 (4.61%) Mathematics
8 83 (3.83%) Reference Data
9 56 (2.58%) Statistics
10 55 (2.54%) User Experience
11 54 (2.49%) Enterprise Software
12 48 (2.21%) Data Centre
13 47 (2.17%) Algorithms
14 44 (2.03%) Replication
15 36 (1.66%) Taxonomies
16 32 (1.48%) Fixed Income
17 30 (1.38%) Foreign Exchange (FX)
17 30 (1.38%) Derivative
18 28 (1.29%) Credit Risk
19 24 (1.11%) Data Protection Act
Operating Systems
1 118 (5.44%) Linux
2 113 (5.21%) Windows
3 108 (4.98%) UNIX
4 25 (1.15%) Windows XP
5 20 (0.92%) Android
6 19 (0.88%) CentOS
7 14 (0.65%) Apple iOS
8 12 (0.55%) Windows Server 2003
9 11 (0.51%) Ubuntu
10 10 (0.46%) Debian
11 6 (0.28%) Red Hat Enterprise Linux
12 5 (0.23%) Windows Server 2008
12 5 (0.23%) zOS
13 3 (0.14%) Windows Vista
14 1 (0.046%) BlackBerry OS
14 1 (0.046%) Windows Server 2012
14 1 (0.046%) Windows Phone
Processes & Methodologies
1 888 (40.96%) Business Intelligence
2 724 (33.39%) ETL
3 597 (27.54%) Agile Software Development
4 591 (27.26%) Analytics
5 372 (17.16%) Data Analysis
6 341 (15.73%) Data Management
7 320 (14.76%) Data Architecture
8 288 (13.28%) Business Analysis
9 227 (10.47%) UML
10 199 (9.18%) Project Management
11 189 (8.72%) Data Governance
12 177 (8.16%) Mentoring
13 176 (8.12%) Scrum
14 169 (7.80%) Logical Data Model
15 165 (7.61%) Stakeholder Management
16 161 (7.43%) SDLC
17 158 (7.29%) Performance Tuning
18 156 (7.20%) Migration
19 136 (6.27%) CRM
20 134 (6.18%) SOA
Programming Languages
1 1036 (47.79%) SQL
2 389 (17.94%) Java
3 203 (9.36%) T-SQL
4 188 (8.67%) C#
5 142 (6.55%) PL/SQL
6 137 (6.32%) JavaScript
7 103 (4.75%) Python
8 96 (4.43%) R
9 61 (2.81%) PHP
10 44 (2.03%) C++
11 42 (1.94%) Shell Script
12 41 (1.89%) Perl
13 38 (1.75%) VBA
14 34 (1.57%) Scala
15 33 (1.52%) C
16 29 (1.34%) Apex Code
17 27 (1.25%) Data Analysis Expressions (DAX)
18 24 (1.11%) Ruby
19 22 (1.01%) MATLAB
20 20 (0.92%) Bash Shell
Qualifications
1 443 (20.43%) Degree
2 39 (1.80%) ISEB
3 37 (1.71%) Security Cleared
4 19 (0.88%) OCP
4 19 (0.88%) Oracle Certification
5 17 (0.78%) PMI Certification
5 17 (0.78%) IIBA
6 14 (0.65%) PhD
7 13 (0.60%) MBA
8 12 (0.55%) CBAP
9 8 (0.37%) PMP
10 7 (0.32%) DV Cleared
11 6 (0.28%) PRINCE2 Practitioner
11 6 (0.28%) SC Cleared
11 6 (0.28%) PRINCE2 Certification
12 4 (0.18%) Postgraduate
12 4 (0.18%) CFA
13 3 (0.14%) ISTQB
14 2 (0.092%) ISTQB Foundation Certification
14 2 (0.092%) SAP Certification
Quality Assurance & Compliance
1 186 (8.58%) QA
2 113 (5.21%) Data Quality
3 23 (1.06%) EMIR
3 23 (1.06%) MiFID
4 22 (1.01%) CRD IV
5 18 (0.83%) SLA
6 4 (0.18%) Basel III
7 3 (0.14%) Dodd-Frank
8 2 (0.092%) Solvency II
8 2 (0.092%) ISO/IEC 27001
9 1 (0.046%) COBIT
9 1 (0.046%) Sarbanes-Oxley
9 1 (0.046%) Basel II
9 1 (0.046%) ISO 9000
9 1 (0.046%) JSP 440
9 1 (0.046%) PCI DSS
9 1 (0.046%) FATCA
System Software
1 16 (0.74%) VMware Infrastructure
2 14 (0.65%) Active Directory
3 12 (0.55%) HDFS
4 10 (0.46%) iptables
4 10 (0.46%) Samba
4 10 (0.46%) Postfix
4 10 (0.46%) XenServer
5 6 (0.28%) Apache Flume
6 4 (0.18%) Oracle RAC
7 1 (0.046%) Cronacle
7 1 (0.046%) Varnish
Systems Management
1 24 (1.11%) Puppet
2 20 (0.92%) Opscode Chef
3 19 (0.88%) HP Quality Center
4 10 (0.46%) ZABBIX
5 6 (0.28%) Salt
6 4 (0.18%) Oracle Enterprise Manager
7 3 (0.14%) Data Guard
7 3 (0.14%) Oracle RMAN
7 3 (0.14%) Oozie
8 2 (0.092%) Ansible
8 2 (0.092%) Control-M
9 1 (0.046%) EMC NetWorker
9 1 (0.046%) SCCM
9 1 (0.046%) SCOM
9 1 (0.046%) SCOrch
Vendors
1 586 (27.03%) Oracle
2 398 (18.36%) Microsoft
3 207 (9.55%) Tableau
4 167 (7.70%) SAP
5 152 (7.01%) Cognos
6 146 (6.73%) IBM
7 142 (6.55%) Business Objects
8 132 (6.09%) Teradata
9 121 (5.58%) Informatica
10 70 (3.23%) MicroStrategy
11 62 (2.86%) Salesforce.com
12 60 (2.77%) Talend
13 52 (2.40%) Sybase
14 51 (2.35%) Google
15 38 (1.75%) Hyperion
16 37 (1.71%) Netezza
17 31 (1.43%) Ab Initio
18 26 (1.20%) hybris
19 23 (1.06%) Trillium
19 23 (1.06%) Cloudera
City, London
Harrington Starr
Salary: £45000 - £50000 per annum + Benefits + Bonus
Posted: 1 hour ago
Central London / West End
ReThink Recruitment
Salary: £40000.00 - £70000.00 per annum
Posted: 1 hour ago
City, London
McGregor Boyall
Salary: £40000 - £48000 per annum + Benefits
Posted: 4 hours ago
City, London
Salt
Salary: £70000 - £80000 per annum + Package & Benefits
Posted: 4 hours ago
City, London
Redrock Consulting Ltd
Salary: £45000 - £65000 per annum + Bonus & Benefits
Posted: 5 hours ago
London
Hays Finance Technology
Salary: £80000 - £120000 per annum + Bonus
Posted: 5 hours ago
City, London
Lawrence Harvey IT & Change
Salary: £55000.00 - £75000.00 per annum
Posted: 5 hours ago
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 6 hours ago
Central London / West End
Oliver Bernard
Salary: From £50,000 to £60,000 per annum + Excellent Bonus & Benefits
Posted: 6 hours ago
London
CGI
Salary: £40000 - £55000 per annum + benefits
Posted: 8 hours ago
City, London
Digital Vision Search Ltd
Salary: From £75,000 to £85,000 per annum + 10% Bonus + Excellent Benefits
Posted: 8 hours ago
Feltham, Middlesex
Talent Crew
Salary: £70000 - £100000 per annum + OTE
Posted: 11 hours ago
London
EXCELerate
Salary: Circa £85k plus Car Allowance, Health care and pension
Posted: 12 hours ago
City, London
Kyna Associates
Salary: £40000 - £50000 Per Annum plus £5000 car allowance and
Posted: 13 hours ago
London
EDWARD CARTER SOLUTIONS
Posted: 23 hours ago
City, London
Aston Carter
Salary: £65000 - £90000 per annum
Posted: Yesterday
South West London
Salt
Salary: £40000 - £50000 per annum
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £85000.00 - £92000.00 per annum
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: Yesterday
City, London
Senitor Associates
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: Yesterday