The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 143 152 129
Rank change year-on-year
+9 -23
Permanent jobs citing Data Modelling 2071 1813 2378
As % of all permanent IT jobs located in England 1.94% 1.82% 2.14%
As % of the Processes & Methodologies category 2.37% 2.25% 2.70%
Number of salaries quoted 1627 1496 1882
Average salary £52,000 £52,500 £52,500
Average salary % change year-on-year
-0.95% -
90% offered a salary of more than £37,000 £37,500 £37,050
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Modelling
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
87394 80699 88080
As % of all permanent IT jobs located in England 82.00% 81.13% 79.20%
Number of salaries quoted 70405 66847 75264
Average salary £48,500 £47,500 £46,500
Average salary % change year-on-year
+2.10% +2.15%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Modelling
Jobs Demand Trend in England

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

Data Modelling Jobs Demand Trend in England

Data Modelling
Salary Trend in England

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

Data Modelling Salary Trend in England

Data Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Modelling across the England region over the 3 months to 16 September 2014.

Data Modelling Salary Histogram in England

Data Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the England region over the 3 months to 16 September 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
(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
London +14 1143 £60,000 - 127
South East -3 326 £50,000 +5.26% 34
Yorkshire +11 121 £45,000 +12.50% 10
North West +22 118 £40,000 -15.78% 26
South West -43 105 £40,000 - 9
East of England +3 94 £47,500 +5.55% 17
West Midlands -11 86 £42,500 -15.00% 11
East Midlands +8 56 £42,500 +11.84% 2
North East -4 8 £40,000 +1.91% 2
Midlands +1 4 £42,500 -3.40%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 16 September 2014, IT jobs across the England 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 2033 (45.49%) SQL
2 1623 (36.32%) Business Intelligence
3 1468 (32.85%) Data Warehouse
4 1375 (30.77%) Finance
5 1239 (27.72%) SQL Server
6 1208 (27.03%) Agile Software Development
7 1183 (26.47%) ETL
8 1050 (23.50%) Oracle
9 843 (18.86%) Microsoft
10 780 (17.45%) SQL Server Integration Services
11 777 (17.39%) Degree
12 706 (15.80%) Java
13 703 (15.73%) Analytical Skills
14 656 (14.68%) Analytics
14 656 (14.68%) Data Management
15 625 (13.99%) SQL Server Reporting Services
16 577 (12.91%) MS Excel
17 572 (12.80%) .NET
18 554 (12.40%) SQL Server Analysis Services
19 522 (11.68%) Business Analysis
20 511 (11.43%) XML
21 502 (11.23%) Relational Database
22 498 (11.14%) T-SQL
23 493 (11.03%) Data Architecture
24 491 (10.99%) Data Analysis
25 463 (10.36%) C#
26 443 (9.91%) Scrum
27 422 (9.44%) Project Management
28 416 (9.31%) UML
29 400 (8.95%) CRM

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 16 September 2014, IT jobs across the England 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
1 274 (6.13%) SAS
2 198 (4.43%) SharePoint
3 80 (1.79%) BizTalk Server
4 79 (1.77%) WebLogic
5 52 (1.16%) WebSphere
6 45 (1.01%) Apache Pig
7 41 (0.92%) IIS
7 41 (0.92%) Tomcat
8 34 (0.76%) CMS
9 27 (0.60%) Node.js
10 26 (0.58%) Oracle Workflow
10 26 (0.58%) Oracle Service Bus
11 24 (0.54%) Apache
12 22 (0.49%) Oracle SOA Suite
13 20 (0.45%) Confluence
14 19 (0.43%) MQSeries
15 16 (0.36%) SharePoint 2010
15 16 (0.36%) NServiceBus
16 15 (0.34%) Moodle
16 15 (0.34%) NetWeaver
Applications
1 577 (12.91%) MS Excel
2 111 (2.48%) MS Office
3 110 (2.46%) SPSS
4 87 (1.95%) PowerPivot
5 77 (1.72%) MS Visio
6 62 (1.39%) MS PowerPoint
7 41 (0.92%) Spreadsheet
8 31 (0.69%) MS Project
9 24 (0.54%) CPLEX
10 12 (0.27%) Photoshop
11 8 (0.18%) Stata
11 8 (0.18%) Mingle
12 7 (0.16%) S-PLUS
13 6 (0.13%) FastStats
13 6 (0.13%) OmniGraffle
14 3 (0.067%) AutoCAD
14 3 (0.067%) Windchill
14 3 (0.067%) Adobe Illustrator
15 1 (0.022%) Vensim
15 1 (0.022%) 3ds Max
Business Applications
1 97 (2.17%) Dynamics CRM
2 75 (1.68%) Cognos Business Intelligence
3 61 (1.36%) Cognos TM1
4 43 (0.96%) Google Analytics
5 37 (0.83%) SAP BPC
6 33 (0.74%) SAP CRM
6 33 (0.74%) SAP MDM
7 27 (0.60%) Oracle EBS
8 26 (0.58%) WebTrends
9 24 (0.54%) SAP ERP
10 17 (0.38%) Oracle EBS R12
10 17 (0.38%) Oracle Applications
11 15 (0.34%) Oracle BPM
12 14 (0.31%) Markit EDM
13 13 (0.29%) Oracle Retail
13 13 (0.29%) Dynamics AX
14 12 (0.27%) Dynamics NAV
14 12 (0.27%) SiteCatalyst
15 11 (0.25%) Oracle Receivables
15 11 (0.25%) Oracle General Ledger
Cloud Services
1 84 (1.88%) SaaS
2 82 (1.83%) Microsoft Azure
3 59 (1.32%) Amazon AWS
4 34 (0.76%) PaaS
5 28 (0.63%) IaaS
6 19 (0.43%) Cloud Computing
7 7 (0.16%) SuccessFactors
8 6 (0.13%) Force.com
9 5 (0.11%) Google Apps
10 4 (0.090%) Heroku
11 2 (0.045%) LucidChart
12 1 (0.022%) Amazon EMR
12 1 (0.022%) Amazon EC2
Communications & Networking
1 46 (1.03%) Internet
2 27 (0.60%) HTTP
3 24 (0.54%) Intranet
4 18 (0.40%) LDAP
5 15 (0.34%) Ethernet
5 15 (0.34%) SSH
6 14 (0.31%) Firewall
7 13 (0.29%) SAN
8 10 (0.22%) NAS
9 8 (0.18%) FTP
10 7 (0.16%) Wireless
11 6 (0.13%) MPLS
11 6 (0.13%) AMQP
12 3 (0.067%) Fibre Channel
12 3 (0.067%) PPP
12 3 (0.067%) GSM
12 3 (0.067%) LAN
12 3 (0.067%) VoIP
12 3 (0.067%) WAN
12 3 (0.067%) DNS
Database & Business Intelligence
1 1468 (32.85%) Data Warehouse
2 1239 (27.72%) SQL Server
3 780 (17.45%) SQL Server Integration Services
4 625 (13.99%) SQL Server Reporting Services
5 554 (12.40%) SQL Server Analysis Services
6 502 (11.23%) Relational Database
7 373 (8.35%) SQL Server 2008
8 344 (7.70%) Oracle Database
9 323 (7.23%) Big Data
10 313 (7.00%) OLAP
11 306 (6.85%) QlikView
12 244 (5.46%) RDBMS
13 217 (4.86%) SQL Server 2012
14 204 (4.56%) Hadoop
15 199 (4.45%) MySQL
16 182 (4.07%) Oracle Database 11g
17 181 (4.05%) SQL Server 2005
18 170 (3.80%) Oracle BI EE
19 139 (3.11%) Oracle ODI
20 138 (3.09%) Data Mining
Development Applications
1 175 (3.92%) ERwin
2 126 (2.82%) Team Foundation Server
3 101 (2.26%) Git (software)
4 87 (1.95%) Subversion
5 73 (1.63%) JIRA
6 68 (1.52%) Talend Open Studio
7 57 (1.28%) Toad
8 55 (1.23%) Visual Studio
9 43 (0.96%) JUnit
10 39 (0.87%) SQL Server Management Studio (SSMS)
11 30 (0.67%) Oracle APEX
12 24 (0.54%) NUnit
13 22 (0.49%) PowerDesigner
14 21 (0.47%) Selenium
15 19 (0.43%) Axure RP
15 19 (0.43%) Bugzilla
15 19 (0.43%) JMeter
15 19 (0.43%) Oracle Forms
16 18 (0.40%) Balsamiq Mockups
16 18 (0.40%) Jenkins
General
1 1375 (30.77%) Finance
2 397 (8.88%) Banking
3 223 (4.99%) Marketing
4 218 (4.88%) Retail
5 174 (3.89%) Investment Banking
6 142 (3.18%) Back Office
7 115 (2.57%) Advertising
8 103 (2.30%) Telecoms
9 95 (2.13%) Legal
10 80 (1.79%) Publishing
11 69 (1.54%) Front Office
12 67 (1.50%) Games
13 57 (1.28%) Pharmaceutical
14 47 (1.05%) Law
15 34 (0.76%) Financial Institution
16 31 (0.69%) Manufacturing
17 30 (0.67%) Billing
18 29 (0.65%) Automotive
19 20 (0.45%) Electronics
20 16 (0.36%) French Language
Job Titles
1 1390 (31.10%) Developer
2 1071 (23.97%) Analyst
3 893 (19.98%) Architect
4 613 (13.72%) Business Analyst
5 408 (9.13%) Consultant
6 371 (8.30%) Data Architect
7 279 (6.24%) Business Intelligence Developer
8 254 (5.68%) Senior Developer
9 217 (4.86%) SQL Developer
10 212 (4.74%) Data Analyst
11 181 (4.05%) Solutions Architect
12 160 (3.58%) Java Developer
13 159 (3.56%) DBA
14 140 (3.13%) Business Developer
15 136 (3.04%) Senior Analyst
16 131 (2.93%) Data Modeller
17 112 (2.51%) Systems Analyst
18 109 (2.44%) SQL Server Developer
19 102 (2.28%) SQL DBA
20 100 (2.24%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 572 (12.80%) .NET
2 511 (11.43%) XML
3 312 (6.98%) HTML
4 307 (6.87%) Web Services
5 259 (5.80%) CSS
6 208 (4.65%) ASP.NET
7 144 (3.22%) Spring
8 137 (3.07%) MDX
9 130 (2.91%) jQuery
10 111 (2.48%) J2EE
11 110 (2.46%) Hibernate
12 99 (2.22%) .NET Framework
13 97 (2.17%) WCF
14 90 (2.01%) SOAP
15 87 (1.95%) Ajax
16 84 (1.88%) ASP.NET MVC
16 84 (1.88%) HTML5
17 60 (1.34%) Middleware
18 56 (1.25%) RESTful
19 52 (1.16%) XML Messaging
Miscellaneous
1 703 (15.73%) Analytical Skills
2 353 (7.90%) Data Integration
3 327 (7.32%) Computer Science
4 255 (5.71%) Management Information System
5 195 (4.36%) Visualisation
6 191 (4.27%) Mathematics
7 162 (3.62%) Statistics
8 121 (2.71%) User Experience
9 99 (2.22%) Reference Data
10 91 (2.04%) Derivative
11 87 (1.95%) Enterprise Software
12 72 (1.61%) Open Source
13 69 (1.54%) Foreign Exchange (FX)
14 58 (1.30%) Replication
15 57 (1.28%) Economics
16 55 (1.23%) N-Tier
17 54 (1.21%) Clustering
18 53 (1.19%) Mobile App
19 50 (1.12%) Physics
20 48 (1.07%) Digital Media
Operating Systems
1 269 (6.02%) Windows
2 215 (4.81%) UNIX
3 189 (4.23%) Linux
4 33 (0.74%) Windows Server 2008
5 21 (0.47%) Apple iOS
5 21 (0.47%) Android
6 20 (0.45%) Windows XP
7 17 (0.38%) CentOS
7 17 (0.38%) Windows Server 2003
8 15 (0.34%) Red Hat Enterprise Linux
8 15 (0.34%) AIX
9 14 (0.31%) Windows Server 2012
10 10 (0.22%) Solaris
11 8 (0.18%) Windows 7
12 7 (0.16%) Windows 8
12 7 (0.16%) Ubuntu
13 3 (0.067%) Oracle Linux
14 2 (0.045%) zOS
14 2 (0.045%) HPUX
14 2 (0.045%) Debian
Processes & Methodologies
1 1623 (36.32%) Business Intelligence
2 1208 (27.03%) Agile Software Development
3 1183 (26.47%) ETL
4 656 (14.68%) Analytics
4 656 (14.68%) Data Management
5 522 (11.68%) Business Analysis
6 493 (11.03%) Data Architecture
7 491 (10.99%) Data Analysis
8 443 (9.91%) Scrum
9 422 (9.44%) Project Management
10 416 (9.31%) UML
11 400 (8.95%) CRM
12 372 (8.32%) Performance Tuning
13 323 (7.23%) Migration
14 317 (7.09%) OO
15 308 (6.89%) SOA
16 270 (6.04%) Data Governance
17 269 (6.02%) Master Data Management
18 265 (5.93%) Use Case
19 252 (5.64%) E-Commerce
Programming Languages
1 2033 (45.49%) SQL
2 706 (15.80%) Java
3 498 (11.14%) T-SQL
4 463 (10.36%) C#
5 314 (7.03%) JavaScript
6 209 (4.68%) Python
7 187 (4.18%) PL/SQL
8 138 (3.09%) C++
9 108 (2.42%) PHP
10 84 (1.88%) R
11 83 (1.86%) Ruby
12 80 (1.79%) VBA
12 80 (1.79%) Perl
13 64 (1.43%) VB
14 62 (1.39%) C
15 54 (1.21%) Shell Script
16 53 (1.19%) MATLAB
16 53 (1.19%) VB.NET
17 39 (0.87%) ABAP
18 38 (0.85%) Groovy
Qualifications
1 777 (17.39%) Degree
2 108 (2.42%) Microsoft Certification
3 95 (2.13%) Security Cleared
4 87 (1.95%) ISEB
5 46 (1.03%) PhD
6 40 (0.90%) SC Cleared
7 31 (0.69%) MCITP
8 27 (0.60%) MCAD
9 25 (0.56%) PMI Certification
10 23 (0.51%) IIBA
11 17 (0.38%) Oracle Certification
12 14 (0.31%) ITIL Certification
13 13 (0.29%) ISTQB
13 13 (0.29%) MCTS
14 12 (0.27%) MCSE
14 12 (0.27%) MBA
15 11 (0.25%) HND
15 11 (0.25%) MCP
16 9 (0.20%) PRINCE2 Certification
17 7 (0.16%) ACCA
Quality Assurance & Compliance
1 214 (4.79%) QA
2 194 (4.34%) Data Quality
3 32 (0.72%) SLA
4 26 (0.58%) ISO 9001
5 24 (0.54%) Solvency II
6 20 (0.45%) Basel II
7 18 (0.40%) MiFID
8 12 (0.27%) EMIR
9 11 (0.25%) FATCA
10 10 (0.22%) ISO 8583
10 10 (0.22%) Dodd-Frank
11 6 (0.13%) ISO/IEC 27001
11 6 (0.13%) PCI DSS
11 6 (0.13%) Basel III
11 6 (0.13%) COREP
12 5 (0.11%) Sarbanes-Oxley
13 4 (0.090%) JSP 440
13 4 (0.090%) FINREP
14 3 (0.067%) COBIT
15 2 (0.045%) HL7
System Software
1 30 (0.67%) Active Directory
2 23 (0.51%) Oracle RAC
3 15 (0.34%) Shibboleth
4 12 (0.27%) VMware Infrastructure
4 12 (0.27%) HDFS
5 6 (0.13%) VMware ESX
6 5 (0.11%) Tivoli Workload Scheduler
7 4 (0.090%) vSphere
8 3 (0.067%) Apache ZooKeeper
8 3 (0.067%) Oracle RMAN
9 2 (0.045%) ISA Server
9 2 (0.045%) Hyper-V
10 1 (0.022%) GPFS
10 1 (0.022%) Apache Flume
10 1 (0.022%) XenServer
10 1 (0.022%) Postfix
10 1 (0.022%) Samba
Systems Management
1 14 (0.31%) MOM
2 13 (0.29%) Opscode Chef
3 12 (0.27%) Control-M
4 8 (0.18%) Tivoli
5 6 (0.13%) SCCM
5 6 (0.13%) Puppet
6 5 (0.11%) Oracle EDQ
7 4 (0.090%) WMI
7 4 (0.090%) Forefront Identity Manager
8 3 (0.067%) Data Guard
8 3 (0.067%) Oracle Enterprise Manager
8 3 (0.067%) WSUS
9 2 (0.045%) MAINVIEW
9 2 (0.045%) Nagios
9 2 (0.045%) SCOM
9 2 (0.045%) Sysprep
9 2 (0.045%) HP UCMDB
10 1 (0.022%) SCOrch
10 1 (0.022%) HP Quality Center
10 1 (0.022%) ZABBIX
Vendors
1 1050 (23.50%) Oracle
2 843 (18.86%) Microsoft
3 319 (7.14%) Cognos
4 314 (7.03%) SAP
5 297 (6.65%) Business Objects
6 292 (6.53%) IBM
7 245 (5.48%) Informatica
8 213 (4.77%) Tableau
9 169 (3.78%) Teradata
10 98 (2.19%) Google
10 98 (2.19%) MicroStrategy
11 82 (1.83%) Siebel
12 75 (1.68%) Salesforce.com
13 74 (1.66%) Sybase
14 68 (1.52%) Talend
15 43 (0.96%) Netezza
16 40 (0.90%) Trillium
17 39 (0.87%) Facebook
18 38 (0.85%) Hyperion
19 37 (0.83%) Ab Initio
City, London
Bridge Noble
Salary: £75 - £75000 per annum
Posted: 3 hours ago
City, London
ComputAppoint
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 3 hours ago
London
Red Sofa London
Salary: £60000.00 - £65000.00 per annum
Posted: 3 hours ago
City, London
Talent International
Salary: £35000 - £45000 per annum
Posted: 4 hours ago
City, London
Bridge Noble
Salary: £55000 - £65000 per annum + Industry leading Benefits
Posted: 4 hours ago
City, London
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Bonus + Benefits Package
Posted: 4 hours ago
Cambridge, Cambridgeshire
Salt
Salary: £40000 - £60000 per annum + Bonus + Excellent Benefits
Posted: 5 hours ago
London
Esum
Salary: Unspecified £Excellent + Bonus + Bens
Posted: 5 hours ago
Southend-On-Sea, Essex
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Bonus + Benefits
Posted: 5 hours ago
London
Esum
Salary: Unspecified £Excellent + Bonus + Bens
Posted: 5 hours ago
Bromley, Kent
Connectus
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 hours ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Bonus + Benefits Package
Posted: 6 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 10 hours ago
London
Verticality Ltd
Salary: £50000 to £55000 per annum - Benefits Package
Posted: 10 hours ago
Berkshire
Epsilium Recruitment
Salary: From £60,000 to £65,000 per annum + 20% Bonus + Corporate Benefits
Posted: 11 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 11 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 11 hours ago
London
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 11 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 11 hours ago
Leatherhead, Surrey
Oscar Associates (UK) Ltd
Salary: £30000 - £48000 per annum
Posted: 11 hours ago