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 6 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
6 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 158 142 123
Rank change year-on-year
-16 -19
Permanent jobs citing Data Modelling 1964 2058 2401
As % of all permanent IT jobs located in the UK 1.90% 1.97% 2.29%
As % of the Processes & Methodologies category 2.29% 2.40% 2.86%
Number of salaries quoted 1529 1559 1855
Average salary £52,500 £55,000 £51,500
Average salary % change year-on-year
-4.54% +6.79%
90% offered a salary of more than £38,494 £36,750 £35,000
10% offered a salary of more than £80,000 £82,500 £75,000
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -

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
85706 85883 83957
As % of all permanent IT jobs located in the UK 82.85% 82.34% 80.02%
Number of salaries quoted 69758 68377 69647
Average salary £48,000 £47,500 £45,000
Average salary % change year-on-year
+1.05% +5.55%
90% offered a salary of more than £31,500 £30,500 £30,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 6 March 2015 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 6 March 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
England -11 1824 £53,000 -3.63% 311
London -9 1031 £60,000 - 153
South East -22 331 £50,000 +11.11% 54
City of London -6 222 £57,500 -4.16% 45
South West -24 98 £45,000 +5.88% 28
East of England +15 94 £47,500 +18.75% 12
Surrey +35 91 £45,000 -10.00% 11
Yorkshire -27 88 £45,000 +5.88% 17
Scotland +24 81 £44,000 -12.00% 6
Berkshire -38 71 £57,500 +27.77% 9
West Yorkshire -29 65 £45,000 - 8
North West -3 62 £45,500 +1.11% 16
East Midlands +41 58 £42,500 -15.00% 11
Hampshire -14 56 £46,500 +3.33% 9
West Midlands -50 52 £41,000 -8.88% 16
Leeds -24 47 £50,000 +2.04% 4
Edinburgh +8 44 £44,000 -20.00% 4
Gloucestershire +31 43 £41,500 +3.75% 13
Oxfordshire +34 39 £65,000 +44.44% 8
Manchester +12 37 £45,000 -6.73% 8
Cheltenham +28 35 £41,500 +3.75%
Glasgow +26 34 £45,000 +5.88% 1
Cambridgeshire +7 31 £45,000 +5.88% 4
Buckinghamshire -7 28 £45,000 +9.75% 11
Bristol 0 27 £46,000 +27.77% 4
Nottinghamshire +17 25 £40,857 -9.20% 8
Hertfordshire -9 25 £47,500 +30.13%
Nottingham +12 24 £40,857 -9.20% 8
Northamptonshire +17 23 £45,000 -25.00% 1
East Sussex -19 23 £41,000 -3.52% 1

Data Modelling
Top 30 Related IT Skills

For the 6 months to 6 March 2015, 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 1792 (43.16%) SQL
2 1579 (38.03%) Business Intelligence
3 1357 (32.68%) Finance
4 1308 (31.50%) Data Warehouse
5 1214 (29.24%) ETL
6 1084 (26.11%) Agile Software Development
7 965 (23.24%) SQL Server
8 955 (23.00%) Oracle
9 822 (19.80%) Analytical Skills
10 705 (16.98%) SQL Server Integration Services
11 691 (16.64%) Microsoft
12 672 (16.18%) Degree
13 668 (16.09%) Java
14 647 (15.58%) Analytics
15 527 (12.69%) Data Analysis
16 524 (12.62%) SQL Server Reporting Services
17 510 (12.28%) Business Analysis
18 482 (11.61%) Project Management
19 478 (11.51%) SQL Server Analysis Services
20 477 (11.49%) Relational Database
21 476 (11.46%) Data Management
22 473 (11.39%) UML
23 456 (10.98%) XML
24 426 (10.26%) Data Architecture
25 422 (10.16%) Banking
26 413 (9.95%) MS Excel
27 399 (9.61%) .NET
28 390 (9.39%) Big Data
29 382 (9.20%) Scrum
30 381 (9.18%) SAP

Data Modelling
Top Related IT Skills by Category

For the 6 months to 6 March 2015, 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
1 213 (5.13%) SAS
2 193 (4.65%) SharePoint
3 62 (1.49%) Tomcat
4 58 (1.40%) WebSphere
5 49 (1.18%) WebLogic
5 49 (1.18%) IIS
6 42 (1.01%) Apache Pig
7 41 (0.99%) Apache
8 39 (0.94%) JBoss
9 37 (0.89%) Node.js
10 31 (0.75%) BizTalk Server
11 29 (0.70%) Confluence
12 28 (0.67%) NetWeaver
13 26 (0.63%) Apache Spark
14 22 (0.53%) CMS
15 20 (0.48%) Documentum
16 19 (0.46%) Elasticsearch
17 16 (0.39%) OpenStack
17 16 (0.39%) Oracle Service Bus
17 16 (0.39%) Oracle Workflow
Applications
1 413 (9.95%) MS Excel
2 141 (3.40%) MS Office
3 124 (2.99%) PowerPivot
4 114 (2.75%) SPSS
5 94 (2.26%) MS Visio
6 33 (0.79%) MS Project
6 33 (0.79%) MS PowerPoint
7 29 (0.70%) Spreadsheet
8 11 (0.26%) CPLEX
9 4 (0.096%) OmniGraffle
10 3 (0.072%) FastStats
10 3 (0.072%) Fireworks
11 2 (0.048%) EViews
Business Applications
1 65 (1.57%) Cognos Business Intelligence
2 47 (1.13%) SAP CRM
3 35 (0.84%) Dynamics CRM
4 32 (0.77%) Oracle EBS
5 31 (0.75%) Cognos TM1
6 26 (0.63%) Radian6
7 22 (0.53%) Markit EDM
8 21 (0.51%) SAP ERP
9 18 (0.43%) Google Analytics
10 14 (0.34%) Oracle BPM
11 13 (0.31%) Oracle ERP
12 12 (0.29%) SAP IS-U
12 12 (0.29%) SAP BPC
13 11 (0.26%) Oracle EBS R12
13 11 (0.26%) Dynamics AX
14 9 (0.22%) SAP Oil and Gas
14 9 (0.22%) SAP FI
15 7 (0.17%) SAP FI/CO
15 7 (0.17%) BusinessWorks
15 7 (0.17%) SAP CO
Cloud Services
1 73 (1.76%) SaaS
2 54 (1.30%) Microsoft Azure
3 41 (0.99%) Amazon AWS
4 31 (0.75%) PaaS
5 28 (0.67%) IaaS
6 26 (0.63%) Cloud Computing
7 25 (0.60%) Force.com
8 18 (0.43%) Google Cloud Platform
9 13 (0.31%) Google Apps
9 13 (0.31%) Terremark
10 12 (0.29%) Amazon EC2
11 10 (0.24%) GitHub
12 8 (0.19%) Google App Engine
13 7 (0.17%) Amazon EMR
14 4 (0.096%) SuccessFactors
14 4 (0.096%) LucidChart
14 4 (0.096%) Amazon S3
15 2 (0.048%) Amazon ELB
16 1 (0.024%) Rackspace Cloud
Communications & Networking
1 70 (1.69%) Internet
2 31 (0.75%) Firewall
3 28 (0.67%) HTTP
4 20 (0.48%) LDAP
5 16 (0.39%) IPv6
6 14 (0.34%) FTP
6 14 (0.34%) SSH
7 13 (0.31%) Network Security
8 12 (0.29%) IPsec
8 12 (0.29%) EIGRP
8 12 (0.29%) OSPF
8 12 (0.29%) BGP
8 12 (0.29%) LAN
8 12 (0.29%) WAN
8 12 (0.29%) VPN
9 11 (0.26%) Ethernet
9 11 (0.26%) Intranet
10 10 (0.24%) MPLS
10 10 (0.24%) TCP/IP
11 9 (0.22%) SAN
Database & Business Intelligence
1 1308 (31.50%) Data Warehouse
2 965 (23.24%) SQL Server
3 705 (16.98%) SQL Server Integration Services
4 524 (12.62%) SQL Server Reporting Services
5 478 (11.51%) SQL Server Analysis Services
6 477 (11.49%) Relational Database
7 390 (9.39%) Big Data
8 296 (7.13%) Oracle Database
9 285 (6.86%) OLAP
10 274 (6.60%) SQL Server 2008
11 252 (6.07%) QlikView
12 233 (5.61%) Data Mining
13 228 (5.49%) RDBMS
14 213 (5.13%) Hadoop
15 210 (5.06%) Oracle BI EE
16 189 (4.55%) MySQL
17 169 (4.07%) Oracle ODI
18 160 (3.85%) BusinessObjects
19 140 (3.37%) Oracle Reports
20 129 (3.11%) Oracle Database 11g
Development Applications
1 130 (3.13%) Git (software)
2 113 (2.72%) Subversion
3 104 (2.50%) ERwin
4 79 (1.90%) JIRA
5 73 (1.76%) Team Foundation Server
6 59 (1.42%) Talend Open Studio
7 58 (1.40%) Toad
8 39 (0.94%) JUnit
9 34 (0.82%) Oracle Forms
9 34 (0.82%) Mercurial
10 32 (0.77%) Jenkins
11 27 (0.65%) Axure RP
11 27 (0.65%) Oracle APEX
11 27 (0.65%) Eclipse
12 26 (0.63%) Balsamiq Mockups
13 23 (0.55%) Visual Studio
14 20 (0.48%) PowerDesigner
15 19 (0.46%) Ant
15 19 (0.46%) Xcode
15 19 (0.46%) Rational DOORS
General
1 1357 (32.68%) Finance
2 422 (10.16%) Banking
3 266 (6.41%) Retail
4 203 (4.89%) Marketing
5 144 (3.47%) Telecoms
6 118 (2.84%) Investment Banking
7 105 (2.53%) Legal
8 65 (1.57%) Publishing
9 62 (1.49%) Back Office
10 54 (1.30%) Manufacturing
11 51 (1.23%) Automotive
11 51 (1.23%) Games
12 46 (1.11%) Aerospace
13 42 (1.01%) Advertising
14 40 (0.96%) Front Office
15 36 (0.87%) Financial Institution
16 35 (0.84%) Retail Banking
17 27 (0.65%) Law
18 24 (0.58%) German Language
19 23 (0.55%) Pharmaceutical
Job Titles
1 1259 (30.32%) Developer
2 1085 (26.13%) Analyst
3 873 (21.03%) Architect
4 622 (14.98%) Business Analyst
5 337 (8.12%) Data Architect
6 336 (8.09%) Consultant
7 300 (7.23%) Business Intelligence Developer
8 218 (5.25%) Senior Developer
9 208 (5.01%) Data Analyst
10 205 (4.94%) Solutions Architect
11 162 (3.90%) Senior Analyst
12 146 (3.52%) DBA
13 122 (2.94%) Business Intelligence Consultant
14 119 (2.87%) Business Intelligence Analyst
15 117 (2.82%) Business Intelligence Architect
16 114 (2.75%) SQL Developer
17 110 (2.65%) Senior Business Analyst
18 108 (2.60%) Designer
19 101 (2.43%) Java Developer
20 98 (2.36%) Systems Analyst
Libraries, Frameworks & Software Standards
1 456 (10.98%) XML
2 399 (9.61%) .NET
3 290 (6.98%) Web Services
4 276 (6.65%) HTML
5 173 (4.17%) CSS
6 138 (3.32%) ASP.NET
7 129 (3.11%) jQuery
8 115 (2.77%) Middleware
9 102 (2.46%) J2EE
9 102 (2.46%) RESTful
9 102 (2.46%) MDX
10 99 (2.38%) SOAP
11 91 (2.19%) Spring
12 89 (2.14%) XML Schema
13 72 (1.73%) JSON
13 72 (1.73%) HTML5
14 71 (1.71%) Ajax
15 69 (1.66%) .NET Framework
16 64 (1.54%) REST
16 64 (1.54%) WCF
Miscellaneous
1 822 (19.80%) Analytical Skills
2 346 (8.33%) Data Integration
3 257 (6.19%) Computer Science
4 251 (6.05%) Management Information System
5 202 (4.87%) Visualisation
6 184 (4.43%) Data Structures
6 184 (4.43%) Mathematics
7 167 (4.02%) User Experience
8 118 (2.84%) Statistics
9 95 (2.29%) Enterprise Software
10 86 (2.07%) Reference Data
11 82 (1.97%) Replication
12 76 (1.83%) Mobile App
13 73 (1.76%) Open Source
14 70 (1.69%) Algorithms
15 55 (1.32%) Social Media
16 48 (1.16%) Clustering
17 47 (1.13%) Client/Server
18 41 (0.99%) Foreign Exchange (FX)
18 41 (0.99%) Blackberry
Operating Systems
1 270 (6.50%) Windows
2 266 (6.41%) UNIX
3 246 (5.92%) Linux
4 57 (1.37%) Apple iOS
5 49 (1.18%) Android
6 44 (1.06%) Windows XP
7 32 (0.77%) Windows Server 2003
8 28 (0.67%) CentOS
9 27 (0.65%) Windows Server 2008
10 15 (0.36%) Red Hat Enterprise Linux
11 12 (0.29%) Debian
11 12 (0.29%) Ubuntu
12 9 (0.22%) Windows Vista
13 6 (0.14%) Windows NT
13 6 (0.14%) AIX
13 6 (0.14%) Solaris
13 6 (0.14%) Windows Phone
14 4 (0.096%) Windows 7
14 4 (0.096%) BlackBerry OS
15 3 (0.072%) Windows Server 2012
Processes & Methodologies
1 1579 (38.03%) Business Intelligence
2 1214 (29.24%) ETL
3 1084 (26.11%) Agile Software Development
4 647 (15.58%) Analytics
5 527 (12.69%) Data Analysis
6 510 (12.28%) Business Analysis
7 482 (11.61%) Project Management
8 476 (11.46%) Data Management
9 473 (11.39%) UML
10 426 (10.26%) Data Architecture
11 382 (9.20%) Scrum
12 357 (8.60%) OO
13 305 (7.35%) CRM
14 299 (7.20%) Logical Data Model
15 287 (6.91%) Use Case
15 287 (6.91%) Performance Tuning
16 274 (6.60%) E-Commerce
17 246 (5.92%) Migration
18 231 (5.56%) Stakeholder Management
19 230 (5.54%) Waterfall
Programming Languages
1 1792 (43.16%) SQL
2 668 (16.09%) Java
3 375 (9.03%) C#
4 358 (8.62%) T-SQL
5 307 (7.39%) JavaScript
6 188 (4.53%) PL/SQL
7 161 (3.88%) Python
8 154 (3.71%) PHP
9 140 (3.37%) R
10 129 (3.11%) C++
11 83 (2.00%) C
12 77 (1.85%) Shell Script
13 75 (1.81%) MATLAB
13 75 (1.81%) VBA
14 74 (1.78%) ABAP
15 73 (1.76%) Perl
16 44 (1.06%) COBOL
17 41 (0.99%) Bash Shell
18 39 (0.94%) XPath
19 36 (0.87%) VB
Qualifications
1 672 (16.18%) Degree
2 88 (2.12%) ISEB
3 85 (2.05%) Security Cleared
4 76 (1.83%) VCP4
5 49 (1.18%) SC Cleared
6 32 (0.77%) DV Cleared
6 32 (0.77%) PMI Certification
6 32 (0.77%) PhD
7 27 (0.65%) Microsoft Certification
8 16 (0.39%) IIBA
9 13 (0.31%) PRINCE2 Certification
10 10 (0.24%) MBA
11 9 (0.22%) MCITP
11 9 (0.22%) CBAP
11 9 (0.22%) ISTQB Foundation Certification
12 7 (0.17%) Oracle Certification
12 7 (0.17%) PMP
12 7 (0.17%) HND
13 6 (0.14%) ITIL Certification
14 5 (0.12%) HNC
Quality Assurance & Compliance
1 211 (5.08%) QA
2 132 (3.18%) Data Quality
3 59 (1.42%) SLA
4 26 (0.63%) ISO 9001
5 19 (0.46%) Solvency II
6 15 (0.36%) JSP 440
7 11 (0.26%) Sarbanes-Oxley
8 6 (0.14%) ISO/IEC 27001
8 6 (0.14%) Basel III
9 4 (0.096%) Basel II
10 3 (0.072%) MiFID
10 3 (0.072%) EMIR
10 3 (0.072%) Dodd-Frank
10 3 (0.072%) COREP
11 2 (0.048%) PCI DSS
11 2 (0.048%) DO-178B
11 2 (0.048%) GAAP
11 2 (0.048%) TickIT
11 2 (0.048%) ISO 14001
12 1 (0.024%) COBIT
System Software
1 26 (0.63%) VMware Infrastructure
2 24 (0.58%) Oracle RAC
3 19 (0.46%) Active Directory
4 13 (0.31%) XenServer
5 12 (0.29%) HDFS
5 12 (0.29%) Samba
5 12 (0.29%) Postfix
6 10 (0.24%) VMware ESX
7 9 (0.22%) Oracle RMAN
7 9 (0.22%) VMware ESXi
8 7 (0.17%) Apache Flume
9 2 (0.048%) XenDesktop
9 2 (0.048%) vSphere
9 2 (0.048%) Shibboleth
9 2 (0.048%) XenApp
9 2 (0.048%) Hyper-V
Systems Management
1 29 (0.70%) Opscode Chef
2 28 (0.67%) Puppet
3 17 (0.41%) Oracle Enterprise Manager
4 12 (0.29%) ZABBIX
4 12 (0.29%) Salt
5 9 (0.22%) Oracle EDQ
6 8 (0.19%) Data Guard
7 5 (0.12%) HP Quality Center
7 5 (0.12%) SCCM
8 4 (0.096%) SCOM
8 4 (0.096%) Oozie
8 4 (0.096%) SCOrch
9 3 (0.072%) Control-M
10 2 (0.048%) Legato
10 2 (0.048%) Tivoli
10 2 (0.048%) MOM
11 1 (0.024%) Foglight
11 1 (0.024%) HP UCMDB
Vendors
1 955 (23.00%) Oracle
2 691 (16.64%) Microsoft
3 381 (9.18%) SAP
4 326 (7.85%) Business Objects
5 281 (6.77%) Informatica
6 256 (6.17%) Cognos
7 211 (5.08%) Tableau
8 209 (5.03%) IBM
9 147 (3.54%) Teradata
10 83 (2.00%) Salesforce.com
11 73 (1.76%) Google
12 64 (1.54%) Sybase
13 61 (1.47%) Netezza
14 59 (1.42%) Talend
15 53 (1.28%) MicroStrategy
16 47 (1.13%) Trillium
16 47 (1.13%) hybris
17 45 (1.08%) Ab Initio
18 44 (1.06%) Siebel
19 42 (1.01%) ATG
London
Exposed Solutions
Salary: £45000 - £55000 per annum
Posted: 1 hour ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 1 hour ago
Bristol, Avon
SEC Recruitment Limited
Salary: £20000 - £25000 per annum
Posted: 2 hours ago
Huntingdon, Cambridgeshire
Senitor Associates
Salary: £27000 - £33000 per annum + Benefits
Posted: 15 hours ago
Birmingham, West Midlands (County)
Marcus Donald People
Salary: £65,000 + Benefits Package
Posted: 16 hours ago
City, London
Fruition IT Resources Limited
Salary: £50000 - £65000 per annum + Bonus+Bens
Posted: 17 hours ago
South West London
Heat Recruitment
Salary: From £40,000 to £50,000 per annum
Posted: 17 hours ago
City, London
Hays Finance Technology
Salary: £450.00 - £650.00 per annum
Posted: 18 hours ago
City, London
Careerwise UK Limited
Salary: £60000 - £80000 per annum + benefits
Posted: 19 hours ago
City, London
McGregor Boyall
Salary: £45000 - £50000 per annum
Posted: 21 hours ago
Newton Aycliffe, County Durham
baltic recruitment
Salary: From £27,000 to £37,000 per annum plus additional benefits
Posted: 21 hours ago
London
Burns Sheehan
Salary: £40000 - £60000 per annum
Posted: 21 hours ago
London
Sports Interactive Limited
Salary: Competitive
Posted: 23 hours ago
Greater Manchester
Net Recruit.co.uk Ltd
Salary: Competitive
Posted: 23 hours ago
Scotland
Royal Bank Of Scotland
Salary: NA
Posted: 23 hours ago
Reading, Berkshire
The People Network
Salary: £70000 - £85000 per annum + package
Posted: 23 hours ago
Northamptonshire
Robert Walters
Salary: £35000 - £50000 per annum
Posted: Yesterday
Essex
Logic Engagements Ltd
Salary: £55000 per annum + bonus, pension etc.
Posted: Yesterday
City, London
Eames Consulting
Salary: £70,000 per annum
Posted: Yesterday
Harrogate, North Yorkshire
Reed Professional Services
Salary: £22000 - £24000 per annum + range of personal bens
Posted: Yesterday