The table below looks at the statistics 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 27 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 139 146 127
Rank change year-on-year
+7 -19
Permanent jobs citing Data Modelling 2259 2083 2507
As % of all permanent IT jobs located in the UK 1.97% 1.93% 2.12%
As % of the Processes & Methodologies category 2.44% 2.42% 2.72%
Number of salaries quoted 1768 1679 1995
Average salary £52,000 £52,500 £52,500
Average salary % change year-on-year
-0.95% -
90% offered a salary of more than £37,309 £37,300 £35,000
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
92437 86019 92024
As % of all permanent IT jobs located in the UK 80.64% 79.56% 77.81%
Number of salaries quoted 73692 70342 78027
Average salary £47,500 £47,500 £46,500
Average salary % change year-on-year
- +2.15%
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 27 August 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 27 August 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
England +6 2105 £52,500 - 243
London +21 1181 £58,500 -2.50% 149
South East -26 312 £50,000 +11.11% 27
City of London -6 273 £61,951 -0.87% 45
Yorkshire +18 125 £45,000 +5.88% 11
Scotland -16 125 £42,500 -11.45% 11
South West -23 110 £43,750 +9.37% 6
North West +13 109 £39,000 -23.52% 16
West Midlands -6 99 £42,500 -15.00% 6
West Yorkshire +15 91 £45,000 +5.88% 8
Glasgow +10 87 £42,500 -10.52% 6
Surrey +30 86 £60,000 +9.09% 8
East of England +10 83 £50,000 +11.11% 15
Berkshire +19 74 £50,000 - 10
East Midlands +20 64 £42,500 +7.59% 9
Leeds -10 54 £45,000 +12.50% 5
Manchester -11 49 £39,000 -26.76% 8
Bristol -18 43 £32,500 - 3
Hampshire -50 43 £47,500 +11.76% 1
Reading +29 42 £60,000 +50.00% 4
Staffordshire +23 39 £42,500 -2.85% 1
Cheshire +11 38 £40,000 -15.78% 3
Birmingham -5 38 £45,000 -11.76% 1
Oxfordshire +8 34 £45,000 +3.44% 3
Hertfordshire -3 32 £47,500 +5.55% 8
Wiltshire -16 32 £47,500 -5.00% 2
Buckinghamshire +11 29 £50,000 +5.26% 2
Dorset +11 28 - -
Bournemouth +6 28 - -
Nottinghamshire +17 27 £35,000 -17.64% 2

Data Modelling
Top 30 Related IT Skills

For the 6 months to 27 August 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 2161 (45.67%) SQL
2 1664 (35.16%) Business Intelligence
3 1503 (31.76%) Data Warehouse
4 1437 (30.37%) Finance
5 1324 (27.98%) SQL Server
6 1195 (25.25%) ETL
7 1143 (24.15%) Oracle
8 884 (18.68%) Microsoft
9 804 (16.99%) Java
9 804 (16.99%) Degree
10 799 (16.89%) SQL Server Integration Services
11 751 (15.87%) Agile Software Development
12 701 (14.81%) Analytics
13 686 (14.50%) Data Management
14 620 (13.10%) SQL Server Reporting Services
15 617 (13.04%) XML
16 608 (12.85%) Relational Database
17 589 (12.45%) MS Excel
18 583 (12.32%) .NET
19 531 (11.22%) T-SQL
20 530 (11.20%) Data Architecture
21 529 (11.18%) Data Analysis
22 525 (11.09%) SQL Server Analysis Services
23 516 (10.90%) Business Analysis
24 489 (10.33%) Scrum
25 478 (10.10%) C#
26 447 (9.45%) UML
27 433 (9.15%) Project Management
28 426 (9.00%) Banking
29 416 (8.79%) CRM

Data Modelling
Top Related IT Skills by Category

For the 6 months to 27 August 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
1 288 (6.09%) SAS
2 172 (3.63%) SharePoint
3 88 (1.86%) BizTalk Server
4 81 (1.71%) WebLogic
5 65 (1.37%) WebSphere
6 56 (1.18%) IIS
7 51 (1.08%) Tomcat
8 48 (1.01%) Apache Pig
9 35 (0.74%) CMS
10 33 (0.70%) Apache
11 30 (0.63%) Node.js
12 29 (0.61%) Oracle Workflow
13 22 (0.46%) Confluence
14 21 (0.44%) Oracle Service Bus
15 19 (0.40%) MQSeries
16 18 (0.38%) Oracle SOA Suite
17 17 (0.36%) WebSphere Application Server
18 16 (0.34%) Moodle
19 14 (0.30%) NetWeaver
20 13 (0.27%) NServiceBus
Applications
1 589 (12.45%) MS Excel
2 121 (2.56%) SPSS
3 100 (2.11%) MS Office
4 74 (1.56%) MS Visio
5 61 (1.29%) MS PowerPoint
5 61 (1.29%) PowerPivot
6 47 (0.99%) Spreadsheet
7 31 (0.66%) MS Project
8 25 (0.53%) CPLEX
9 12 (0.25%) Photoshop
10 10 (0.21%) Mingle
11 9 (0.19%) FastStats
12 7 (0.15%) S-PLUS
12 7 (0.15%) Stata
13 5 (0.11%) OmniGraffle
14 3 (0.063%) Adobe Illustrator
14 3 (0.063%) Windchill
14 3 (0.063%) AutoCAD
15 2 (0.042%) InfoPath
16 1 (0.021%) Vensim
Business Applications
1 105 (2.22%) Dynamics CRM
2 70 (1.48%) Cognos Business Intelligence
3 63 (1.33%) Cognos TM1
4 43 (0.91%) Google Analytics
5 38 (0.80%) Oracle EBS
6 33 (0.70%) SAP MDM
6 33 (0.70%) SAP BPC
7 29 (0.61%) SAP CRM
8 26 (0.55%) WebTrends
9 24 (0.51%) Markit EDM
10 22 (0.46%) Dynamics AX
11 21 (0.44%) SAP ERP
12 20 (0.42%) Oracle BPM
13 18 (0.38%) Oracle Applications
14 16 (0.34%) Oracle EBS R12
15 14 (0.30%) Oracle Retail
16 12 (0.25%) SiteCatalyst
16 12 (0.25%) Oracle Financials
17 11 (0.23%) Dynamics NAV
17 11 (0.23%) Oracle General Ledger
Cloud Services
1 87 (1.84%) Microsoft Azure
2 82 (1.73%) SaaS
3 59 (1.25%) Amazon AWS
4 36 (0.76%) PaaS
5 27 (0.57%) IaaS
6 18 (0.38%) Cloud Computing
7 8 (0.17%) Heroku
8 7 (0.15%) Force.com
9 5 (0.11%) SuccessFactors
10 3 (0.063%) Google Apps
11 2 (0.042%) Amazon EC2
11 2 (0.042%) Amazon EMR
12 1 (0.021%) LucidChart
Communications & Networking
1 45 (0.95%) Internet
2 36 (0.76%) HTTP
3 21 (0.44%) LDAP
4 20 (0.42%) Intranet
5 16 (0.34%) Ethernet
5 16 (0.34%) SSH
6 13 (0.27%) SAN
7 10 (0.21%) Firewall
7 10 (0.21%) NAS
8 7 (0.15%) Wireless
8 7 (0.15%) FTP
9 6 (0.13%) AMQP
10 4 (0.085%) MPLS
10 4 (0.085%) PPP
10 4 (0.085%) TCP/IP
10 4 (0.085%) DNS
11 3 (0.063%) VoIP
11 3 (0.063%) WAN
11 3 (0.063%) GSM
11 3 (0.063%) LAN
Database & Business Intelligence
1 1503 (31.76%) Data Warehouse
2 1324 (27.98%) SQL Server
3 799 (16.89%) SQL Server Integration Services
4 620 (13.10%) SQL Server Reporting Services
5 608 (12.85%) Relational Database
6 525 (11.09%) SQL Server Analysis Services
7 377 (7.97%) Oracle Database
8 359 (7.59%) SQL Server 2008
9 342 (7.23%) Big Data
10 329 (6.95%) RDBMS
11 317 (6.70%) QlikView
12 315 (6.66%) OLAP
13 218 (4.61%) Hadoop
13 218 (4.61%) SQL Server 2012
14 205 (4.33%) Oracle Database 11g
15 199 (4.21%) MySQL
16 187 (3.95%) SQL Server 2005
17 170 (3.59%) Oracle BI EE
18 149 (3.15%) Data Mining
19 138 (2.92%) NoSQL
Development Applications
1 192 (4.06%) ERwin
2 124 (2.62%) Team Foundation Server
3 102 (2.16%) Git (software)
4 93 (1.97%) Subversion
5 85 (1.80%) JIRA
6 80 (1.69%) Talend Open Studio
7 60 (1.27%) Toad
8 59 (1.25%) Visual Studio
9 55 (1.16%) JUnit
10 37 (0.78%) SQL Server Management Studio (SSMS)
11 35 (0.74%) Oracle APEX
12 31 (0.66%) NUnit
13 28 (0.59%) PowerDesigner
14 26 (0.55%) Selenium
15 25 (0.53%) Bugzilla
16 23 (0.49%) Maven
17 21 (0.44%) JMeter
18 19 (0.40%) Oracle Forms
19 18 (0.38%) Jenkins
20 17 (0.36%) Eclipse
General
1 1437 (30.37%) Finance
2 426 (9.00%) Banking
3 231 (4.88%) Marketing
4 229 (4.84%) Retail
5 191 (4.04%) Back Office
6 190 (4.02%) Investment Banking
7 121 (2.56%) Advertising
8 102 (2.16%) Telecoms
9 94 (1.99%) Legal
10 72 (1.52%) Front Office
11 71 (1.50%) Publishing
12 70 (1.48%) Games
13 51 (1.08%) Pharmaceutical
14 45 (0.95%) Law
15 41 (0.87%) Billing
16 33 (0.70%) Manufacturing
17 31 (0.66%) Financial Institution
18 29 (0.61%) Automotive
19 20 (0.42%) Electronics
20 18 (0.38%) Aerospace
Job Titles
1 1485 (31.38%) Developer
2 1121 (23.69%) Analyst
3 925 (19.55%) Architect
4 637 (13.46%) Business Analyst
5 429 (9.07%) Consultant
6 384 (8.11%) Data Architect
7 270 (5.71%) Senior Developer
8 260 (5.49%) Business Intelligence Developer
9 244 (5.16%) SQL Developer
10 207 (4.37%) Data Analyst
11 186 (3.93%) Java Developer
12 176 (3.72%) Solutions Architect
13 161 (3.40%) DBA
14 147 (3.11%) Senior Analyst
15 146 (3.09%) Data Modeller
16 132 (2.79%) Business Developer
17 117 (2.47%) SQL Server Developer
18 114 (2.41%) Systems Analyst
19 112 (2.37%) Designer
20 111 (2.35%) Lead Developer
Libraries, Frameworks & Software Standards
1 617 (13.04%) XML
2 583 (12.32%) .NET
3 346 (7.31%) Web Services
4 334 (7.06%) HTML
5 270 (5.71%) CSS
6 221 (4.67%) ASP.NET
7 159 (3.36%) Spring
8 135 (2.85%) MDX
8 135 (2.85%) J2EE
8 135 (2.85%) jQuery
9 124 (2.62%) Hibernate
10 107 (2.26%) .NET Framework
11 106 (2.24%) SOAP
12 100 (2.11%) XML Messaging
13 98 (2.07%) Ajax
14 97 (2.05%) WCF
15 89 (1.88%) HTML5
16 84 (1.78%) ASP.NET MVC
17 74 (1.56%) Middleware
18 56 (1.18%) REST
Miscellaneous
1 371 (7.84%) Data Integration
2 334 (7.06%) Computer Science
3 283 (5.98%) Management Information System
4 192 (4.06%) Visualisation
5 189 (3.99%) Mathematics
6 163 (3.44%) Statistics
7 154 (3.25%) Derivative
8 122 (2.58%) Foreign Exchange (FX)
9 104 (2.20%) Reference Data
10 100 (2.11%) Enterprise Software
11 89 (1.88%) Open Source
12 65 (1.37%) N-Tier
13 57 (1.20%) Economics
14 56 (1.18%) Replication
15 55 (1.16%) Clustering
16 51 (1.08%) Physics
17 50 (1.06%) Fixed Income
18 47 (0.99%) Social Media
18 47 (0.99%) Data Extraction
18 47 (0.99%) Digital Media
Operating Systems
1 281 (5.94%) Windows
2 258 (5.45%) UNIX
3 217 (4.59%) Linux
4 43 (0.91%) Windows Server 2008
5 25 (0.53%) Windows Server 2003
6 18 (0.38%) CentOS
6 18 (0.38%) Apple iOS
7 17 (0.36%) Android
7 17 (0.36%) Windows Server 2012
8 16 (0.34%) Red Hat Enterprise Linux
8 16 (0.34%) Windows XP
8 16 (0.34%) Solaris
9 15 (0.32%) AIX
10 9 (0.19%) Windows 7
11 7 (0.15%) Ubuntu
11 7 (0.15%) Windows 8
12 3 (0.063%) Oracle Linux
13 2 (0.042%) Debian
13 2 (0.042%) HPUX
14 1 (0.021%) VMS
Processes & Methodologies
1 1664 (35.16%) Business Intelligence
2 1195 (25.25%) ETL
3 751 (15.87%) Agile Software Development
4 701 (14.81%) Analytics
5 686 (14.50%) Data Management
6 530 (11.20%) Data Architecture
7 529 (11.18%) Data Analysis
8 516 (10.90%) Business Analysis
9 489 (10.33%) Scrum
10 447 (9.45%) UML
11 433 (9.15%) Project Management
12 416 (8.79%) CRM
13 408 (8.62%) Performance Tuning
14 376 (7.95%) OO
15 349 (7.38%) Migration
16 317 (6.70%) SOA
17 300 (6.34%) Master Data Management
18 277 (5.85%) Data Governance
19 269 (5.68%) Use Case
20 268 (5.66%) Stakeholder Management
Programming Languages
1 2161 (45.67%) SQL
2 804 (16.99%) Java
3 531 (11.22%) T-SQL
4 478 (10.10%) C#
5 349 (7.38%) JavaScript
6 227 (4.80%) PL/SQL
7 215 (4.54%) Python
8 147 (3.11%) C++
9 115 (2.43%) PHP
10 94 (1.99%) Perl
11 91 (1.92%) R
12 87 (1.84%) VBA
12 87 (1.84%) Ruby
13 79 (1.67%) VB
14 70 (1.48%) Shell Script
15 66 (1.39%) C
16 54 (1.14%) VB.NET
17 53 (1.12%) MATLAB
18 44 (0.93%) ABAP
19 41 (0.87%) Groovy
Qualifications
1 804 (16.99%) Degree
2 105 (2.22%) Microsoft Certification
3 90 (1.90%) Security Cleared
4 84 (1.78%) ISEB
5 49 (1.04%) PhD
6 36 (0.76%) SC Cleared
7 30 (0.63%) MCITP
7 30 (0.63%) MCAD
8 23 (0.49%) PMI Certification
9 21 (0.44%) Oracle Certification
9 21 (0.44%) IIBA
10 15 (0.32%) ITIL Certification
11 14 (0.30%) ISTQB
12 13 (0.27%) MCP
12 13 (0.27%) MCTS
13 12 (0.25%) MCSE
14 11 (0.23%) HND
15 10 (0.21%) PMP
15 10 (0.21%) MBA
16 8 (0.17%) ACCA
Quality Assurance & Compliance
1 221 (4.67%) QA
2 219 (4.63%) Data Quality
3 28 (0.59%) SLA
4 23 (0.49%) ISO 9001
4 23 (0.49%) Solvency II
5 20 (0.42%) Basel II
5 20 (0.42%) MiFID
6 13 (0.27%) EMIR
7 12 (0.25%) FATCA
8 11 (0.23%) ISO 8583
8 11 (0.23%) Dodd-Frank
9 8 (0.17%) Sarbanes-Oxley
9 8 (0.17%) Basel III
10 6 (0.13%) PCI DSS
10 6 (0.13%) ISO/IEC 27001
10 6 (0.13%) COREP
11 5 (0.11%) FINREP
11 5 (0.11%) JSP 440
12 3 (0.063%) COBIT
13 2 (0.042%) ISO 9000
System Software
1 33 (0.70%) Active Directory
2 25 (0.53%) Oracle RAC
3 15 (0.32%) Shibboleth
3 15 (0.32%) HDFS
4 13 (0.27%) VMware Infrastructure
5 7 (0.15%) VMware ESX
6 6 (0.13%) Tivoli Workload Scheduler
7 5 (0.11%) vSphere
8 4 (0.085%) Oracle RMAN
9 3 (0.063%) Apache ZooKeeper
10 2 (0.042%) Apache Flume
10 2 (0.042%) GPFS
11 1 (0.021%) ISA Server
11 1 (0.021%) Samba
11 1 (0.021%) Hyper-V
11 1 (0.021%) Postfix
11 1 (0.021%) XenServer
Systems Management
1 14 (0.30%) MOM
2 12 (0.25%) Control-M
3 11 (0.23%) Opscode Chef
4 9 (0.19%) Tivoli
5 6 (0.13%) SCCM
6 5 (0.11%) Oracle EDQ
7 4 (0.085%) Puppet
7 4 (0.085%) Forefront Identity Manager
7 4 (0.085%) Data Guard
7 4 (0.085%) WMI
7 4 (0.085%) WSUS
7 4 (0.085%) Nagios
8 2 (0.042%) SCOM
8 2 (0.042%) HP UCMDB
8 2 (0.042%) HP Quality Center
8 2 (0.042%) Sysprep
9 1 (0.021%) Symantec Endpoint Protection
9 1 (0.021%) SCOrch
9 1 (0.021%) ZABBIX
9 1 (0.021%) Oracle Enterprise Manager
Vendors
1 1143 (24.15%) Oracle
2 884 (18.68%) Microsoft
3 351 (7.42%) SAP
4 331 (6.99%) Cognos
5 313 (6.61%) Business Objects
6 285 (6.02%) IBM
7 281 (5.94%) Informatica
8 219 (4.63%) Tableau
9 173 (3.66%) Teradata
10 104 (2.20%) MicroStrategy
11 95 (2.01%) Google
12 87 (1.84%) Sybase
13 82 (1.73%) Salesforce.com
14 80 (1.69%) Siebel
14 80 (1.69%) Talend
15 47 (0.99%) Netezza
16 42 (0.89%) JBoss
17 40 (0.85%) Ab Initio
18 38 (0.80%) Facebook
19 37 (0.78%) Trillium
Surrey
Rullion IT Plus
Salary: £60000 - £70000 per annum
Posted: 3 hours ago
London
Experis Ltd
Salary: £40000 - £45000.00 per annum + bonus + excellent benefits
Posted: 4 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum
Posted: 4 hours ago
Surrey
Spargonet Consulting Plc
Salary: £55000 to £70000 per annum - Pension, Life Assurance and Medical
Posted: 4 hours ago
London
Colston Consulting
Salary: £10k - 70k per year + Benefitis
Posted: 6 hours ago
London
Aston Carter
Salary: £50000 - £70000 per annum
Posted: 7 hours ago
Derbyshire
Oscar Associates (UK) Ltd
Salary: £30000 - £42000 per annum
Posted: 7 hours ago
London
Venturi
Salary: £42000.00 - £48000.00 per annum + Bonus & Benefits
Posted: 20 hours ago
Hemel Hempstead, Hertfordshire
CV Screen Ltd
Salary: £40k - 50k per year + Bonus and Pension
Posted: 21 hours ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £60000.00 - £70000.00 per annum + bonus and benefits
Posted: 22 hours ago
London
FIRST POINT IT RESOURCING
Salary: £70000 - £85000 per annum + BONUS 26 DAYS HOLIDAY!
Posted: 22 hours ago
London
Harvey Nash plc
Salary: £60000 - £85000 per annum + Bonus and Benefits Package
Posted: 23 hours ago
London
Talent Crew
Salary: £43000 - £65000 per annum + Excellent benefits
Posted: 23 hours ago
London
Talent Crew
Salary: From £43,000 to £65,000 per annum £43000 - £65000 per annum + Fantasti
Posted: 23 hours ago
London
Esum
Salary: Unspecified £Excellent + Bonus + Bens
Posted: 23 hours ago
London
Esum
Salary: Unspecified £Excellent + Bonus + Bens
Posted: Yesterday
East Riding
Harvey Nash plc
Salary: £40000 - £46000 per annum
Posted: Yesterday
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £60000 - £65000 per annum + Car + Bonus + Benefits
Posted: Yesterday
Kingston Upon Thames, Surrey
Steria
Salary: Up to £49,000 per annum
Posted: Yesterday
Surrey
Steria
Salary: Up to £49,000 per annum
Posted: Yesterday