The first table below looks at the demand for Data Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 18 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category.

Location
3 months to
18 Apr 2014
Same period 2013 Same period 2012
Data Modeling
Rank 142 128 143
Rank change year-on-year
-14 +15
Permanent jobs citing Data Modelling 2416 2422 2266
As % of all permanent IT jobs located in the UK 1.99% 2.18% 1.80%
As % of the Processes & Methodologies category 2.48% 2.77% 2.35%
Number of salaries quoted 1888 1791 1830
Average salary £50,000 £50,000 £55,000
Average salary % change year-on-year
- -9.09%
90% offered a salary of more than £35,000 £36,000 £35,000
10% offered a salary of more than £77,500 £77,500 £78,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
97509 87535 96223
As % of all permanent IT jobs located in the UK 80.37% 78.84% 76.56%
Number of salaries quoted 78334 71800 81781
Average salary £47,500 £45,000 £47,500
Average salary % change year-on-year
+5.55% -5.26%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,500
% change year-on-year
+6.25% -1.23%

Data Modelling
Jobs Demand Trend

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

Data Modelling Jobs Demand Trend in the UK

Data Modelling
Salary Trend

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

Data Modelling Salary Trend in the UK

Data Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Modelling over the 3 months to 18 April 2014 within the UK.

Data Modelling Salary Histogram in the UK

Data Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the UK over the 3 months to 18 April 2014. 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
(Click each for more statistics)
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
Find
Job
Vacancies
England -10 2289 £50,000 -1.96% 261
London -11 1313 £60,000 +4.34% 143
South East +5 405 £45,000 - 34
City of London -23 302 £60,000 - 58
Berkshire +2 125 £46,000 -3.15% 8
Yorkshire +2 121 £42,500 +6.25% 15
South West -15 109 £50,000 +25.00% 21
East of England -11 100 £42,500 -15.00% 16
Scotland -23 94 £47,000 +4.44% 9
North West -8 93 £45,000 - 16
West Yorkshire +8 88 £45,000 +12.50% 10
West Midlands +15 83 £46,500 +1.63% 4
Hampshire +14 76 £45,000 +6.29% 5
Reading +21 66 £46,000 -8.00% 3
Leeds -2 59 £45,000 +12.50% 6
Buckinghamshire +18 58 £41,000 -3.52% 5
Wiltshire +9 58 £57,500 +33.72% 5
Manchester -3 58 £45,000 -4.25% 6
Surrey 0 52 £50,000 +11.11% 4
Edinburgh +10 51 £55,000 -15.70% 3
East Midlands -4 44 £40,429 +1.07% 9
Birmingham +3 40 £47,500 -5.00% 3
Kent -7 36 £47,500 +15.85% 2
Glasgow -35 33 £47,000 +4.44% 2
Hertfordshire +5 28 £47,500 -13.63% 2
Swindon -10 28 £62,750 +19.52% 4
Bedfordshire -13 24 £40,000 - 4
Cambridgeshire -3 23 £38,937 -22.89% 2
East Sussex -20 22 £40,000 -6.53% 3
Halifax - 22 £45,000 - 2

Data Modelling
Top 30 Related IT Skills

For the 6 months to 18 April 2014, IT jobs within the UK 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 2191 (47.78%) SQL
2 1696 (36.98%) Business Intelligence
3 1455 (31.73%) Finance
4 1308 (28.52%) Data Warehouse
5 1198 (26.12%) SQL Server
6 1188 (25.90%) Oracle
7 1112 (24.25%) ETL
8 771 (16.81%) SQL Server Integration Services
8 771 (16.81%) Degree
9 755 (16.46%) Microsoft
10 632 (13.78%) Java
11 626 (13.65%) Data Management
12 616 (13.43%) Agile Software Development
13 596 (13.00%) Analytics
14 572 (12.47%) Relational Database
15 571 (12.45%) SQL Server Reporting Services
16 554 (12.08%) T-SQL
17 529 (11.54%) MS Excel
18 527 (11.49%) UML
19 483 (10.53%) .NET
20 482 (10.51%) Business Analysis
21 468 (10.20%) Banking
22 459 (10.01%) SQL Server Analysis Services
23 457 (9.97%) Data Analysis
24 450 (9.81%) Data Architecture
25 429 (9.35%) XML
26 427 (9.31%) Oracle Database
27 423 (9.22%) Project Management
28 419 (9.14%) CRM
28 419 (9.14%) Performance Tuning

Data Modelling
Top Related IT Skills by Category

For the 6 months to 18 April 2014, IT jobs within the UK 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
1 239 (5.21%) SAS
2 136 (2.97%) SharePoint
3 106 (2.31%) WebLogic
4 72 (1.57%) WebSphere
5 64 (1.40%) Tomcat
6 52 (1.13%) BizTalk Server
7 34 (0.74%) CMS
7 34 (0.74%) Apache Pig
8 33 (0.72%) Apache
9 27 (0.59%) Oracle Workflow
10 26 (0.57%) IIS
10 26 (0.57%) SharePoint 2010
11 20 (0.44%) PowerExchange
12 19 (0.41%) Oracle SOA Suite
13 17 (0.37%) Elasticsearch
14 15 (0.33%) SharePoint 2013
14 15 (0.33%) WebSphere Application Server
15 14 (0.31%) Node.js
16 13 (0.28%) MQSeries
17 12 (0.26%) Confluence
Applications
1 529 (11.54%) MS Excel
2 133 (2.90%) MS Office
3 107 (2.33%) SPSS
4 105 (2.29%) MS Visio
5 37 (0.81%) MS Project
6 35 (0.76%) MS PowerPoint
7 22 (0.48%) InfoPath
7 22 (0.48%) FastStats
7 22 (0.48%) PowerPivot
8 17 (0.37%) CPLEX
9 9 (0.20%) Mingle
10 8 (0.17%) Open Workbench
11 7 (0.15%) Spreadsheet
12 6 (0.13%) Stata
13 4 (0.087%) Photoshop
13 4 (0.087%) AutoCAD
14 3 (0.065%) OmniGraffle
15 2 (0.044%) Fireworks
15 2 (0.044%) Adobe Illustrator
16 1 (0.022%) Weka
Business Applications
1 102 (2.22%) Cognos Business Intelligence
2 65 (1.42%) Dynamics CRM
3 47 (1.02%) Oracle EBS
4 35 (0.76%) Cognos TM1
5 27 (0.59%) Oracle BPM
5 27 (0.59%) Oracle EBS R12
6 22 (0.48%) Oracle Financials
7 21 (0.46%) Oracle Receivables
7 21 (0.46%) Oracle General Ledger
8 20 (0.44%) Google Analytics
8 20 (0.44%) Oracle Payables
9 17 (0.37%) Oracle Assets
9 17 (0.37%) SAP ERP
10 16 (0.35%) Dynamics AX
10 16 (0.35%) Oracle Applications
11 15 (0.33%) Oracle Cash Management
11 15 (0.33%) SAP MDM
12 13 (0.28%) WebTrends
13 12 (0.26%) Oracle 11i
13 12 (0.26%) SAP CRM
Cloud Services
1 71 (1.55%) Microsoft Azure
2 54 (1.18%) SaaS
3 42 (0.92%) Amazon AWS
4 27 (0.59%) Cloud Computing
5 17 (0.37%) PaaS
6 13 (0.28%) IaaS
6 13 (0.28%) Force.com
7 8 (0.17%) Heroku
8 7 (0.15%) Amazon EC2
9 5 (0.11%) Google App Engine
10 4 (0.087%) GitHub
11 3 (0.065%) Amazon EMR
12 1 (0.022%) Office 365
Communications & Networking
1 52 (1.13%) FTP
2 43 (0.94%) Internet
3 28 (0.61%) HTTP
4 21 (0.46%) SAN
5 14 (0.31%) BIG-IP
6 13 (0.28%) Intranet
7 11 (0.24%) 4G
7 11 (0.24%) Broadband
8 10 (0.22%) TCP/IP
9 8 (0.17%) DNS
9 8 (0.17%) LDAP
9 8 (0.17%) NAS
10 6 (0.13%) Extranet
10 6 (0.13%) RFID
11 5 (0.11%) Network Security
11 5 (0.11%) MVNO
11 5 (0.11%) PPP
12 4 (0.087%) Reverse Proxy
12 4 (0.087%) DHCP
12 4 (0.087%) WAN
Database & Business Intelligence
1 1308 (28.52%) Data Warehouse
2 1198 (26.12%) SQL Server
3 771 (16.81%) SQL Server Integration Services
4 572 (12.47%) Relational Database
5 571 (12.45%) SQL Server Reporting Services
6 459 (10.01%) SQL Server Analysis Services
7 427 (9.31%) Oracle Database
8 311 (6.78%) SQL Server 2008
9 310 (6.76%) Big Data
10 282 (6.15%) QlikView
11 272 (5.93%) OLAP
12 255 (5.56%) RDBMS
13 231 (5.04%) Oracle Database 11g
14 192 (4.19%) BusinessObjects
15 186 (4.06%) Data Mining
16 164 (3.58%) SQL Server 2005
17 153 (3.34%) Hadoop
18 150 (3.27%) SQL Server 2012
19 142 (3.10%) Oracle BI EE
20 133 (2.90%) MySQL
Development Applications
1 193 (4.21%) ERwin
2 85 (1.85%) Toad
3 82 (1.79%) JUnit
4 78 (1.70%) Team Foundation Server
5 68 (1.48%) Subversion
6 65 (1.42%) Visual Studio
7 58 (1.26%) JIRA
8 55 (1.20%) Talend Open Studio
9 51 (1.11%) Maven
10 39 (0.85%) Eclipse
11 32 (0.70%) Git (software)
12 30 (0.65%) TeamCity
13 23 (0.50%) Selenium
14 22 (0.48%) Ant
15 21 (0.46%) JMeter
16 19 (0.41%) PowerBuilder
17 18 (0.39%) NUnit
17 18 (0.39%) Bugzilla
18 17 (0.37%) Oracle APEX
19 16 (0.35%) Oracle Forms
General
1 1455 (31.73%) Finance
2 468 (10.20%) Banking
3 257 (5.60%) Investment Banking
4 240 (5.23%) Retail
5 223 (4.86%) Marketing
6 140 (3.05%) Back Office
7 123 (2.68%) Telecoms
8 122 (2.66%) Legal
9 108 (2.35%) Advertising
10 94 (2.05%) Front Office
11 71 (1.55%) Games
12 62 (1.35%) Billing
13 58 (1.26%) Law
14 57 (1.24%) Publishing
15 44 (0.96%) Financial Institution
16 40 (0.87%) Manufacturing
17 28 (0.61%) Pharmaceutical
18 22 (0.48%) Retail Banking
19 21 (0.46%) Electronics
20 19 (0.41%) Corporate Banking
Job Titles
1 1206 (26.30%) Developer
2 1205 (26.28%) Analyst
3 909 (19.82%) Architect
4 704 (15.35%) Business Analyst
5 423 (9.22%) Consultant
6 352 (7.68%) Data Architect
7 260 (5.67%) Senior Developer
8 246 (5.36%) Business Intelligence Developer
9 234 (5.10%) SQL Developer
10 211 (4.60%) Solutions Architect
11 191 (4.16%) DBA
12 189 (4.12%) Senior Analyst
13 175 (3.82%) Data Analyst
14 154 (3.36%) Business Intelligence Architect
15 145 (3.16%) Designer
16 142 (3.10%) Systems Analyst
17 140 (3.05%) Java Developer
18 123 (2.68%) Business Intelligence Analyst
18 123 (2.68%) Data Modeller
19 122 (2.66%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 483 (10.53%) .NET
2 429 (9.35%) XML
3 268 (5.84%) Web Services
4 238 (5.19%) HTML
5 157 (3.42%) Spring
6 153 (3.34%) CSS
7 144 (3.14%) ASP.NET
8 140 (3.05%) J2EE
9 131 (2.86%) Hibernate
10 129 (2.81%) .NET Framework
11 96 (2.09%) MDX
12 83 (1.81%) jQuery
13 74 (1.61%) Middleware
14 65 (1.42%) JSON
14 65 (1.42%) HTML5
15 63 (1.37%) Ajax
16 62 (1.35%) SOAP
17 61 (1.33%) Struts
18 53 (1.16%) Java EE
19 52 (1.13%) ASP.NET MVC
Miscellaneous
1 317 (6.91%) Data Integration
2 304 (6.63%) Computer Science
3 302 (6.59%) Management Information System
4 161 (3.51%) Statistics
5 151 (3.29%) Enterprise Software
6 147 (3.21%) Mathematics
7 133 (2.90%) Visualisation
8 112 (2.44%) Derivative
9 108 (2.35%) Open Source
10 101 (2.20%) Replication
11 98 (2.14%) Reference Data
12 88 (1.92%) N-Tier
13 67 (1.46%) Market Risk
14 66 (1.44%) Credit Risk
14 66 (1.44%) Foreign Exchange (FX)
15 59 (1.29%) Equities
16 49 (1.07%) Fixed Income
17 44 (0.96%) Economics
18 41 (0.89%) Hedge funds
19 36 (0.78%) Data Extraction
Operating Systems
1 326 (7.11%) UNIX
2 308 (6.72%) Linux
3 279 (6.08%) Windows
4 52 (1.13%) Windows Server 2008
5 40 (0.87%) Windows Server 2003
6 38 (0.83%) Windows XP
7 26 (0.57%) Apple iOS
8 25 (0.55%) Solaris
9 15 (0.33%) Windows Phone
10 14 (0.31%) Windows 7
10 14 (0.31%) Windows Server 2012
10 14 (0.31%) Oracle Linux
11 12 (0.26%) Windows Mobile
11 12 (0.26%) Windows CE
12 8 (0.17%) Android
12 8 (0.17%) Windows 8
13 7 (0.15%) Ubuntu
14 5 (0.11%) Mac OS X
15 4 (0.087%) Red Hat Enterprise Linux
16 3 (0.065%) CentOS
Processes & Methodologies
1 1696 (36.98%) Business Intelligence
2 1112 (24.25%) ETL
3 626 (13.65%) Data Management
4 616 (13.43%) Agile Software Development
5 596 (13.00%) Analytics
6 527 (11.49%) UML
7 482 (10.51%) Business Analysis
8 457 (9.97%) Data Analysis
9 450 (9.81%) Data Architecture
10 423 (9.22%) Project Management
11 419 (9.14%) CRM
11 419 (9.14%) Performance Tuning
12 379 (8.26%) Migration
13 371 (8.09%) Scrum
14 329 (7.17%) SOA
15 296 (6.45%) Stakeholder Management
16 284 (6.19%) Data Migration
17 283 (6.17%) OO
18 278 (6.06%) Master Data Management
19 272 (5.93%) Use Case
Programming Languages
1 2191 (47.78%) SQL
2 632 (13.78%) Java
3 554 (12.08%) T-SQL
4 379 (8.26%) C#
5 272 (5.93%) PL/SQL
6 261 (5.69%) JavaScript
7 204 (4.45%) Python
8 135 (2.94%) C++
9 124 (2.70%) R
10 117 (2.55%) VBA
11 97 (2.12%) Shell Script
12 92 (2.01%) Perl
13 86 (1.88%) PHP
14 77 (1.68%) VB.NET
15 76 (1.66%) VB
16 50 (1.09%) Ruby
17 45 (0.98%) C
18 41 (0.89%) MATLAB
19 38 (0.83%) Groovy
20 31 (0.68%) ABAP
Qualifications
1 771 (16.81%) Degree
2 81 (1.77%) ISEB
3 67 (1.46%) Security Cleared
4 40 (0.87%) Microsoft Certification
5 39 (0.85%) PMI Certification
6 31 (0.68%) PhD
7 25 (0.55%) CTC Cleared
7 25 (0.55%) IIBA
8 18 (0.39%) ITIL Certification
9 17 (0.37%) MBA
9 17 (0.37%) PMP
9 17 (0.37%) PRINCE2 Certification
10 15 (0.33%) PRINCE2 Practitioner
10 15 (0.33%) CBAP
10 15 (0.33%) MCAD
10 15 (0.33%) Oracle Certification
11 14 (0.31%) SC Cleared
12 9 (0.20%) MCP
12 9 (0.20%) Sun Certification
13 8 (0.17%) Postgraduate
Quality Assurance & Compliance
1 241 (5.26%) Data Quality
2 208 (4.54%) QA
3 32 (0.70%) SLA
4 27 (0.59%) MiFID
5 22 (0.48%) Solvency II
5 22 (0.48%) EMIR
6 18 (0.39%) Basel II
6 18 (0.39%) FATCA
7 14 (0.31%) Dodd-Frank
8 13 (0.28%) ISO 9001
9 12 (0.26%) Basel III
10 11 (0.24%) Sarbanes-Oxley
11 9 (0.20%) COREP
12 8 (0.17%) ISO/IEC 27001
13 6 (0.13%) ISO 8583
14 5 (0.11%) FINREP
15 4 (0.087%) ISO 9000
15 4 (0.087%) CRD IV
15 4 (0.087%) JSP 440
16 2 (0.044%) ISO 14001
System Software
1 39 (0.85%) Active Directory
2 35 (0.76%) Oracle RAC
3 16 (0.35%) Oracle RMAN
4 8 (0.17%) VMware Infrastructure
5 5 (0.11%) XenApp
5 5 (0.11%) XenDesktop
5 5 (0.11%) VMware ESX
5 5 (0.11%) Tivoli Workload Scheduler
6 3 (0.065%) Apache Flume
7 2 (0.044%) KVM
7 2 (0.044%) vSphere
7 2 (0.044%) XenServer
Systems Management
1 14 (0.31%) Data Guard
2 11 (0.24%) Oracle EDQ
3 7 (0.15%) Tivoli
4 5 (0.11%) Opscode Chef
4 5 (0.11%) Control-M
4 5 (0.11%) Nagios
5 4 (0.087%) Oracle Enterprise Manager
5 4 (0.087%) Tivoli Identity Manager
5 4 (0.087%) MOM
5 4 (0.087%) Systems Management Server (SMS)
5 4 (0.087%) NetBackup
5 4 (0.087%) Forefront Identity Manager
5 4 (0.087%) HP Quality Center
5 4 (0.087%) Oracle Identity Manager
6 2 (0.044%) WMI
6 2 (0.044%) WSUS
6 2 (0.044%) Legato
6 2 (0.044%) SCCM
6 2 (0.044%) Puppet
7 1 (0.022%) Oracle Identity Management
Vendors
1 1188 (25.90%) Oracle
2 755 (16.46%) Microsoft
3 396 (8.63%) Business Objects
4 378 (8.24%) SAP
5 332 (7.24%) Cognos
6 321 (7.00%) Informatica
7 181 (3.95%) Tableau
8 180 (3.92%) IBM
9 127 (2.77%) Salesforce.com
10 126 (2.75%) Sybase
11 122 (2.66%) Teradata
12 64 (1.40%) JBoss
13 61 (1.33%) Siebel
13 61 (1.33%) MicroStrategy
14 59 (1.29%) Google
15 55 (1.20%) Talend
16 54 (1.18%) Netezza
17 46 (1.00%) Trillium
18 36 (0.78%) ServiceNow
19 33 (0.72%) Ab Initio
Central London / West End
ARC IT Recruitment Ltd
Posted: 5 hours ago
City, London
ComputAppoint
Salary: £45000 - £50000 per annum + Excellent Benefits
Posted: 5 hours ago
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Salary: Competitive Salary and Excellent Benefits Package
Posted: 11 hours ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: Up to £50,000 per annum
Posted: 11 hours ago
Reading, Berkshire
4it Recruitment Ltd
Salary: Up to £50,000 per annum
Posted: 11 hours ago
Watford, Hertfordshire
FT Select
Salary: From £65,000 to £70,000 per annum plus car and bens
Posted: Yesterday
London
Streamline Connections
Salary: £35000 - £65000 per annum + bonus and bens
Posted: Yesterday
South East London
FT Select
Salary: From £65,000 to £70,000 per annum plus car and benefits
Posted: Yesterday
London
Initi8 Recruitment
Salary: £25000 - £28000 Per Annum
Posted: Yesterday
London
Jonathan Garth
Salary: From £40,000 to £50,000 per annum excellent package
Posted: Yesterday
London
Jonathan Garth
Salary: From £50,000 to £60,000 per annum excellent package
Posted: Yesterday
Cambridge, Cambridgeshire
Interaction Recruitment PLC
Salary: Salary Negotiable for the right candidate
Posted: Yesterday
South West London
Ashdown IT
Salary: £40000 - £45000 per annum + Benefits
Posted: Yesterday
London
Lucas Kennedy
Salary: Unspecified Market Rates
Posted: Yesterday
Dundee, Angus
Bluetownonline
Salary: £20k - 25k per year
Posted: Yesterday
London
Fusion Experience
Salary: From £40,000 to £80,000 per annum
Posted: Yesterday
London
Computer People
Salary: £45000.00 - £55000.00 per annum + Benefits
Posted: Yesterday
London
Computer People
Salary: £45000.00 - £55000.00 per annum + Benefits
Posted: Yesterday
Barnet, Hertfordshire
Blue Glue
Salary: From £30,000 to £35,000 per annum
Posted: Yesterday
London
Staffworx Ltd
Salary: From £45,000 to £70,000 per annum excellent salary + training
Posted: Yesterday