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 24 July 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
24 Jul 2014
Same period 2013 Same period 2012
Data Modeling
Rank 136 149 136
Rank change year-on-year
+13 -13
Permanent jobs citing Data Modelling 2421 2040 2417
As % of all permanent IT jobs located in the UK 2.06% 1.87% 2.05%
As % of the Processes & Methodologies category 2.56% 2.38% 2.65%
Number of salaries quoted 1942 1627 1964
Average salary £52,500 £52,500 £54,500
Average salary % change year-on-year
- -3.66%
90% offered a salary of more than £37,000 £35,000 £35,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London average salary £45,000 £45,000 £45,000
Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
94579 85669 91251
As % of all permanent IT jobs located in the UK 80.38% 78.68% 77.38%
Number of salaries quoted 76287 70054 77728
Average salary £48,000 £46,000 £46,000
Average salary % change year-on-year
+4.34% -
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 24 July 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 24 July 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 +15 2269 £52,500 - 258
London +27 1302 £60,000 - 134
City of London +22 349 £62,500 - 48
South East -38 327 £50,000 +11.11% 41
Yorkshire +35 130 £45,000 +12.50% 9
North West +22 130 £39,000 -17.89% 23
Scotland -18 127 £45,000 - 21
South West -32 109 £47,500 +21.79% 22
West Midlands +6 102 £41,500 -12.63% 6
West Yorkshire 0 88 £45,000 +12.50% 6
East of England +4 85 £47,500 +10.46% 7
Glasgow -1 81 £42,500 -5.55% 13
Berkshire -9 75 £55,000 +10.00% 13
Manchester +12 68 £39,000 -17.89% 5
Surrey +20 62 £60,000 +20.00% 15
East Midlands +26 58 £42,500 +8.97% 10
Oxfordshire +25 52 £45,000 -20.00%
Birmingham +25 51 £42,500 -15.00% 1
Hampshire -59 47 £45,000 +5.88% 3
Leeds -15 46 £45,000 +18.42% 2
Reading +15 44 £50,000 +17.64% 5
Cheshire +8 41 £39,750 -6.47% 4
Wiltshire -3 39 £50,000 -4.76% 7
Docklands, London +25 37 £65,000 +18.18%
Nottinghamshire +28 32 £40,429 +15.51% 5
Buckinghamshire +14 32 £45,000 +2.85% 2
Halifax - 32 £50,000 - 2
Dorset +10 30 - - 2
Bournemouth +2 30 - - 2
Edinburgh -24 30 £64,000 +18.51% 6

Data Modelling
Top 30 Related IT Skills

For the 6 months to 24 July 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 2232 (46.86%) SQL
2 1684 (35.36%) Business Intelligence
3 1508 (31.66%) Data Warehouse
4 1480 (31.07%) Finance
5 1305 (27.40%) SQL Server
6 1186 (24.90%) ETL
7 1167 (24.50%) Oracle
8 873 (18.33%) Microsoft
9 812 (17.05%) Degree
10 804 (16.88%) SQL Server Integration Services
11 766 (16.08%) Java
12 738 (15.49%) Agile Software Development
13 712 (14.95%) Analytics
14 688 (14.44%) Data Management
15 612 (12.85%) Relational Database
16 600 (12.60%) SQL Server Reporting Services
17 583 (12.24%) MS Excel
18 581 (12.20%) XML
19 571 (11.99%) .NET
19 571 (11.99%) Data Analysis
20 563 (11.82%) T-SQL
21 538 (11.30%) Data Architecture
22 526 (11.04%) Business Analysis
23 505 (10.60%) SQL Server Analysis Services
24 460 (9.66%) C#
25 455 (9.55%) Scrum
26 448 (9.41%) UML
27 435 (9.13%) Banking
28 426 (8.94%) Performance Tuning
29 402 (8.44%) Project Management

Data Modelling
Top Related IT Skills by Category

For the 6 months to 24 July 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
1 268 (5.63%) SAS
2 135 (2.83%) SharePoint
3 84 (1.76%) BizTalk Server
4 82 (1.72%) WebLogic
5 57 (1.20%) WebSphere
6 54 (1.13%) Tomcat
7 48 (1.01%) IIS
8 42 (0.88%) Apache Pig
9 35 (0.73%) Apache
10 33 (0.69%) CMS
11 30 (0.63%) Node.js
12 25 (0.52%) Oracle Workflow
13 20 (0.42%) Confluence
14 18 (0.38%) MQSeries
15 15 (0.31%) WebSphere Application Server
16 13 (0.27%) Oracle SOA Suite
17 12 (0.25%) NetWeaver
18 11 (0.23%) Moodle
18 11 (0.23%) SharePoint 2013
18 11 (0.23%) NServiceBus
Applications
1 583 (12.24%) MS Excel
2 127 (2.67%) SPSS
3 105 (2.20%) MS Office
4 82 (1.72%) MS Visio
5 54 (1.13%) MS PowerPoint
6 38 (0.80%) PowerPivot
7 37 (0.78%) Spreadsheet
8 36 (0.76%) MS Project
9 30 (0.63%) CPLEX
10 15 (0.31%) FastStats
11 12 (0.25%) Photoshop
12 10 (0.21%) Mingle
12 10 (0.21%) InfoPath
13 5 (0.10%) S-PLUS
13 5 (0.10%) Stata
14 4 (0.084%) OmniGraffle
14 4 (0.084%) AutoCAD
15 3 (0.063%) Open Workbench
15 3 (0.063%) Adobe Illustrator
15 3 (0.063%) Windchill
Business Applications
1 89 (1.87%) Dynamics CRM
2 78 (1.64%) Cognos Business Intelligence
3 61 (1.28%) Cognos TM1
4 46 (0.97%) Oracle EBS
5 34 (0.71%) Google Analytics
5 34 (0.71%) SAP MDM
6 30 (0.63%) SAP BPC
7 26 (0.55%) WebTrends
8 24 (0.50%) Oracle EBS R12
9 22 (0.46%) Markit EDM
10 21 (0.44%) Dynamics AX
10 21 (0.44%) Oracle Financials
11 20 (0.42%) Oracle Applications
12 19 (0.40%) Oracle General Ledger
12 19 (0.40%) Oracle Receivables
13 18 (0.38%) Oracle Payables
13 18 (0.38%) Oracle BPM
14 17 (0.36%) SAP CRM
14 17 (0.36%) Oracle Assets
15 15 (0.31%) Oracle Cash Management
Cloud Services
1 72 (1.51%) Microsoft Azure
2 65 (1.36%) SaaS
3 52 (1.09%) Amazon AWS
4 28 (0.59%) PaaS
5 19 (0.40%) IaaS
6 17 (0.36%) Cloud Computing
7 8 (0.17%) Heroku
8 7 (0.15%) Force.com
9 4 (0.084%) SuccessFactors
10 3 (0.063%) Amazon EC2
10 3 (0.063%) Google App Engine
10 3 (0.063%) Amazon EMR
Communications & Networking
1 39 (0.82%) Internet
2 35 (0.73%) HTTP
3 19 (0.40%) Intranet
4 18 (0.38%) SAN
5 15 (0.31%) FTP
6 13 (0.27%) LDAP
7 11 (0.23%) SSH
7 11 (0.23%) Ethernet
7 11 (0.23%) NAS
8 9 (0.19%) Broadband
9 7 (0.15%) TCP/IP
10 6 (0.13%) AMQP
10 6 (0.13%) PPP
10 6 (0.13%) Wireless
11 5 (0.10%) Firewall
12 4 (0.084%) DNS
12 4 (0.084%) HTTPS
13 3 (0.063%) MPLS
13 3 (0.063%) GSM
13 3 (0.063%) LAN
Database & Business Intelligence
1 1508 (31.66%) Data Warehouse
2 1305 (27.40%) SQL Server
3 804 (16.88%) SQL Server Integration Services
4 612 (12.85%) Relational Database
5 600 (12.60%) SQL Server Reporting Services
6 505 (10.60%) SQL Server Analysis Services
7 391 (8.21%) Oracle Database
8 360 (7.56%) Big Data
9 344 (7.22%) SQL Server 2008
10 320 (6.72%) QlikView
11 313 (6.57%) RDBMS
12 304 (6.38%) OLAP
13 217 (4.56%) Oracle Database 11g
13 217 (4.56%) Hadoop
14 197 (4.14%) SQL Server 2012
15 192 (4.03%) MySQL
16 190 (3.99%) SQL Server 2005
17 187 (3.93%) Data Mining
18 164 (3.44%) Oracle BI EE
19 141 (2.96%) NoSQL
Development Applications
1 204 (4.28%) ERwin
2 113 (2.37%) Team Foundation Server
3 93 (1.95%) Git (software)
3 93 (1.95%) Subversion
4 79 (1.66%) JIRA
4 79 (1.66%) Talend Open Studio
5 69 (1.45%) Toad
6 62 (1.30%) Visual Studio
6 62 (1.30%) JUnit
7 38 (0.80%) SQL Server Management Studio (SSMS)
8 34 (0.71%) NUnit
9 32 (0.67%) Oracle APEX
10 30 (0.63%) PowerDesigner
11 28 (0.59%) Selenium
11 28 (0.59%) Maven
12 27 (0.57%) JMeter
13 26 (0.55%) Eclipse
14 23 (0.48%) Bugzilla
14 23 (0.48%) Oracle Forms
15 20 (0.42%) TeamCity
General
1 1480 (31.07%) Finance
2 435 (9.13%) Banking
3 225 (4.72%) Retail
4 215 (4.51%) Investment Banking
5 210 (4.41%) Marketing
6 181 (3.80%) Back Office
7 123 (2.58%) Advertising
8 102 (2.14%) Telecoms
9 92 (1.93%) Legal
10 85 (1.78%) Front Office
11 69 (1.45%) Games
11 69 (1.45%) Publishing
12 53 (1.11%) Law
13 46 (0.97%) Pharmaceutical
14 40 (0.84%) Billing
15 33 (0.69%) Manufacturing
16 32 (0.67%) Financial Institution
17 20 (0.42%) Automotive
18 19 (0.40%) Electronics
19 15 (0.31%) French Language
Job Titles
1 1449 (30.42%) Developer
2 1161 (24.38%) Analyst
3 929 (19.50%) Architect
4 661 (13.88%) Business Analyst
5 429 (9.01%) Consultant
6 392 (8.23%) Data Architect
7 276 (5.79%) SQL Developer
8 254 (5.33%) Senior Developer
9 250 (5.25%) Business Intelligence Developer
10 184 (3.86%) Data Analyst
11 178 (3.74%) Solutions Architect
12 175 (3.67%) Java Developer
13 174 (3.65%) DBA
14 162 (3.40%) Senior Analyst
15 150 (3.15%) Data Modeller
16 125 (2.62%) SQL Server Developer
17 121 (2.54%) Business Developer
17 121 (2.54%) Designer
18 119 (2.50%) Business Intelligence Architect
19 115 (2.41%) Systems Analyst
Libraries, Frameworks & Software Standards
1 581 (12.20%) XML
2 571 (11.99%) .NET
3 329 (6.91%) HTML
4 326 (6.84%) Web Services
5 271 (5.69%) CSS
6 201 (4.22%) ASP.NET
7 147 (3.09%) Spring
8 135 (2.83%) J2EE
9 131 (2.75%) MDX
10 128 (2.69%) .NET Framework
10 128 (2.69%) jQuery
11 119 (2.50%) Hibernate
12 93 (1.95%) HTML5
12 93 (1.95%) Ajax
13 92 (1.93%) SOAP
14 89 (1.87%) WCF
15 82 (1.72%) ASP.NET MVC
16 81 (1.70%) XML Messaging
17 71 (1.49%) Middleware
18 58 (1.22%) CSS3
Miscellaneous
1 340 (7.14%) Data Integration
2 339 (7.12%) Computer Science
3 280 (5.88%) Management Information System
4 204 (4.28%) Visualisation
5 181 (3.80%) Mathematics
6 165 (3.46%) Statistics
7 151 (3.17%) Derivative
8 116 (2.44%) Foreign Exchange (FX)
9 112 (2.35%) Reference Data
10 102 (2.14%) Open Source
11 95 (1.99%) Enterprise Software
12 83 (1.74%) N-Tier
13 69 (1.45%) Replication
14 62 (1.30%) Equities
15 60 (1.26%) Fixed Income
16 59 (1.24%) Economics
17 51 (1.07%) Clustering
18 49 (1.03%) Digital Media
19 48 (1.01%) Data Extraction
20 46 (0.97%) Physics
Operating Systems
1 283 (5.94%) UNIX
2 265 (5.56%) Windows
3 244 (5.12%) Linux
4 48 (1.01%) Windows Server 2008
5 31 (0.65%) Windows Server 2003
6 21 (0.44%) Windows Server 2012
7 20 (0.42%) Solaris
8 19 (0.40%) Windows XP
9 18 (0.38%) Apple iOS
9 18 (0.38%) Android
10 12 (0.25%) CentOS
11 11 (0.23%) AIX
11 11 (0.23%) Red Hat Enterprise Linux
12 9 (0.19%) Windows 7
13 7 (0.15%) Ubuntu
13 7 (0.15%) Windows 8
14 4 (0.084%) Oracle Linux
15 2 (0.042%) Windows Phone
15 2 (0.042%) Debian
16 1 (0.021%) Windows Vista
Processes & Methodologies
1 1684 (35.36%) Business Intelligence
2 1186 (24.90%) ETL
3 738 (15.49%) Agile Software Development
4 712 (14.95%) Analytics
5 688 (14.44%) Data Management
6 571 (11.99%) Data Analysis
7 538 (11.30%) Data Architecture
8 526 (11.04%) Business Analysis
9 455 (9.55%) Scrum
10 448 (9.41%) UML
11 426 (8.94%) Performance Tuning
12 402 (8.44%) Project Management
13 385 (8.08%) CRM
14 352 (7.39%) Migration
15 326 (6.84%) OO
16 322 (6.76%) Master Data Management
17 297 (6.24%) SOA
18 292 (6.13%) Data Governance
19 274 (5.75%) Stakeholder Management
20 259 (5.44%) Use Case
Programming Languages
1 2232 (46.86%) SQL
2 766 (16.08%) Java
3 563 (11.82%) T-SQL
4 460 (9.66%) C#
5 336 (7.05%) JavaScript
6 253 (5.31%) PL/SQL
7 237 (4.98%) Python
8 155 (3.25%) C++
9 107 (2.25%) VBA
9 107 (2.25%) PHP
10 101 (2.12%) R
11 99 (2.08%) Perl
12 88 (1.85%) Ruby
13 82 (1.72%) VB
14 71 (1.49%) Shell Script
15 55 (1.15%) C
16 54 (1.13%) MATLAB
17 49 (1.03%) VB.NET
17 49 (1.03%) Groovy
18 41 (0.86%) ABAP
Qualifications
1 812 (17.05%) Degree
2 88 (1.85%) Microsoft Certification
3 85 (1.78%) Security Cleared
4 84 (1.76%) ISEB
5 52 (1.09%) PhD
6 33 (0.69%) MCAD
7 28 (0.59%) SC Cleared
8 21 (0.44%) PMI Certification
9 20 (0.42%) Oracle Certification
10 19 (0.40%) MCITP
10 19 (0.40%) IIBA
11 17 (0.36%) ITIL Certification
12 16 (0.34%) MCP
13 14 (0.29%) ISTQB
14 13 (0.27%) PMP
15 11 (0.23%) MCTS
16 10 (0.21%) HND
16 10 (0.21%) ACCA
17 8 (0.17%) CIMA
18 7 (0.15%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 235 (4.93%) QA
2 230 (4.83%) Data Quality
3 29 (0.61%) MiFID
4 26 (0.55%) SLA
5 25 (0.52%) Solvency II
6 23 (0.48%) ISO 9001
7 22 (0.46%) Basel II
8 20 (0.42%) EMIR
9 16 (0.34%) Basel III
10 15 (0.31%) FATCA
10 15 (0.31%) Dodd-Frank
11 14 (0.29%) Sarbanes-Oxley
12 11 (0.23%) ISO 8583
13 10 (0.21%) COREP
14 6 (0.13%) JSP 440
15 5 (0.10%) ISO/IEC 27001
15 5 (0.10%) FINREP
15 5 (0.10%) PCI DSS
16 4 (0.084%) CRD IV
17 3 (0.063%) COBIT
System Software
1 37 (0.78%) Active Directory
2 33 (0.69%) Oracle RAC
3 17 (0.36%) HDFS
4 12 (0.25%) VMware Infrastructure
5 9 (0.19%) Oracle RMAN
6 8 (0.17%) Shibboleth
7 7 (0.15%) VMware ESX
8 6 (0.13%) Tivoli Workload Scheduler
9 4 (0.084%) vSphere
10 3 (0.063%) GPFS
10 3 (0.063%) Apache Flume
11 1 (0.021%) Samba
11 1 (0.021%) ISA Server
11 1 (0.021%) Hyper-V
11 1 (0.021%) Postfix
11 1 (0.021%) XenServer
Systems Management
1 13 (0.27%) MOM
2 11 (0.23%) Control-M
3 10 (0.21%) Oracle EDQ
4 9 (0.19%) Tivoli
4 9 (0.19%) Data Guard
5 6 (0.13%) Opscode Chef
6 5 (0.10%) SCCM
7 4 (0.084%) Forefront Identity Manager
7 4 (0.084%) Nagios
7 4 (0.084%) WMI
7 4 (0.084%) WSUS
8 2 (0.042%) HP Quality Center
8 2 (0.042%) SCOM
8 2 (0.042%) Oracle Enterprise Manager
9 1 (0.021%) Norton AntiVirus
9 1 (0.021%) Backup Exec
9 1 (0.021%) Netcool
9 1 (0.021%) Netcool/OMNIbus
9 1 (0.021%) Symantec Endpoint Protection
9 1 (0.021%) SCOrch
Vendors
1 1167 (24.50%) Oracle
2 873 (18.33%) Microsoft
3 373 (7.83%) SAP
4 358 (7.52%) Business Objects
5 338 (7.10%) Cognos
6 316 (6.63%) Informatica
7 257 (5.40%) IBM
8 240 (5.04%) Tableau
9 169 (3.55%) Teradata
10 96 (2.02%) Sybase
11 87 (1.83%) Salesforce.com
12 86 (1.81%) Google
13 85 (1.78%) MicroStrategy
13 85 (1.78%) Siebel
14 79 (1.66%) Talend
15 53 (1.11%) Netezza
16 41 (0.86%) Ab Initio
17 40 (0.84%) JBoss
18 39 (0.82%) Facebook
19 38 (0.80%) Trillium
Bristol, Avon
Sanderson
Salary: £42000.00 - £59000.00 per annum + BENEFITS
Posted: 13 hours ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £50000 - £55000 per annum + Bonus & Benefits
Posted: 13 hours ago
London
Coal IT Services
Salary: From £45,000 to £50,000 per annum + Package
Posted: 14 hours ago
City, London
Robert Half
Salary: £30000 - £35000 per annum + benefits and bonus
Posted: 14 hours ago
London
Stafford-Sharp Associates
Salary: From £60,000 to £70,000 per annum
Posted: 15 hours ago
Staines, Middlesex
Lorien Resourcing
Salary: £50000 - £56000 per annum + Pension and Benefits Package
Posted: 15 hours ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 15 hours ago
Brackley, Northamptonshire
RBW Consulting
Salary: From £35,000 to £45,000 per annum
Posted: 18 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: excellent benefits
Posted: 18 hours ago
Sheffield, Yorkshire
Access Computer Consulting Plc
Posted: 19 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £33000 - £51000 per annum + Generous Benefits
Posted: 20 hours ago
Stoke-on-trent, Staffordshire
SmartSourcing plc
Salary: ''s highly negotiable + Bonus + Benefits
Posted: 21 hours ago
London
ANSON MCCADE
Salary: From £35,000 to £45,000 per annum
Posted: 21 hours ago
London
Verticality Ltd
Salary: £30000 to £65000 per annum - generous benefits package
Posted: 22 hours ago
City, London
Circle Recruitment
Salary: £32000 - £42000 per annum + Benefits
Posted: 22 hours ago
York, North Yorkshire
XCM Rock
Salary: From £45,000 to £45,000 per annum
Posted: 23 hours ago
Swindon, Wiltshire
KDR
Salary: £35000 - £50000 per annum + Bonus + Pension
Posted: 23 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 23 hours ago
Manchester, Lancashire
Elevate Recruitment
Salary: From £47,000 to £68,000 per annum to £65K + benefits incl 32 days holi
Posted: Yesterday
Chard, Somerset
Lawrence Harvey Enterprise
Salary: £40000.00 - £55000 per annum + Benefits + Pension
Posted: Yesterday