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 22 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 143 149 132
Rank change year-on-year
+6 -17
Permanent jobs citing Data Modelling 2227 2054 2441
As % of all permanent IT jobs located in the UK 1.95% 1.92% 2.08%
As % of the Processes & Methodologies category 2.38% 2.37% 2.63%
Number of salaries quoted 1711 1636 1921
Average salary £50,000 £52,500 £52,500
Average salary % change year-on-year
-4.76% -
90% offered a salary of more than £37,000 £37,500 £35,000
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%

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
93593 86753 92892
As % of all permanent IT jobs located in the UK 81.96% 81.19% 79.05%
Number of salaries quoted 74739 71234 78546
Average salary £47,500 £47,500 £46,000
Average salary % change year-on-year
- +3.26%
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 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 22 September 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 22 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
England +7 2077 £51,000 -2.85% 265
London +9 1138 £60,000 - 134
South East +4 337 £48,000 +1.05% 47
City of London -21 252 £59,250 -5.20% 49
Yorkshire -1 123 £45,000 +12.50% 10
North West +24 121 £42,500 -10.52% 31
Scotland -24 118 £43,000 -14.00% 13
East of England +24 100 £45,000 - 21
West Yorkshire +7 99 £45,000 +5.88% 8
South West -47 99 £40,000 - 9
Surrey +37 97 £57,500 +2.22% 16
West Midlands -13 88 £42,500 -15.00% 9
Glasgow +3 87 £43,000 -9.47% 8
Berkshire +18 75 £50,000 -9.09% 9
Leeds -8 60 £45,000 +5.88% 7
Manchester -4 55 £42,500 -10.52% 10
East Midlands +11 53 £42,500 +11.84% 2
Cheshire +24 48 £42,500 +41.66% 9
Oxfordshire +46 47 £45,000 +48.76% 5
Bristol -19 46 £32,500 - 3
Reading +26 45 £60,000 -7.69% 1
Hampshire -29 42 £45,000 - 6
Hertfordshire +8 39 £48,750 +8.33% 7
Staffordshire +16 38 £42,500 +6.25% 2
Buckinghamshire +16 32 £45,000 -5.26% 4
Birmingham -14 26 £49,000 -3.92% 6
Wiltshire -25 25 £45,000 -8.16% 4
Docklands, London +19 24 £68,750 +25.00%
Dorset +18 24 - - 1
Bournemouth +12 24 - - 1

Data Modelling
Top 30 Related IT Skills

For the 6 months to 22 September 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 2153 (45.76%) SQL
2 1679 (35.69%) Business Intelligence
3 1518 (32.26%) Data Warehouse
4 1429 (30.37%) Finance
5 1319 (28.03%) SQL Server
6 1306 (27.76%) Agile Software Development
7 1228 (26.10%) ETL
8 1105 (23.49%) Oracle
9 892 (18.96%) Microsoft
10 796 (16.92%) Degree
11 795 (16.90%) SQL Server Integration Services
12 782 (16.62%) Java
13 731 (15.54%) Analytical Skills
14 681 (14.47%) Data Management
15 676 (14.37%) Analytics
16 637 (13.54%) SQL Server Reporting Services
17 591 (12.56%) MS Excel
18 588 (12.50%) XML
19 587 (12.48%) Relational Database
20 577 (12.26%) .NET
21 573 (12.18%) SQL Server Analysis Services
22 557 (11.84%) Business Analysis
23 530 (11.26%) Data Analysis
24 520 (11.05%) T-SQL
25 511 (10.86%) Data Architecture
26 500 (10.63%) Scrum
27 478 (10.16%) C#
28 453 (9.63%) UML
28 453 (9.63%) Project Management
29 415 (8.82%) Banking

Data Modelling
Top Related IT Skills by Category

For the 6 months to 22 September 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
1 276 (5.87%) SAS
2 209 (4.44%) SharePoint
3 84 (1.79%) WebLogic
4 83 (1.76%) BizTalk Server
5 68 (1.45%) WebSphere
6 48 (1.02%) Tomcat
7 43 (0.91%) Apache Pig
7 43 (0.91%) IIS
8 35 (0.74%) CMS
9 29 (0.62%) Node.js
10 28 (0.60%) Apache
10 28 (0.60%) Oracle Service Bus
11 24 (0.51%) Oracle SOA Suite
12 22 (0.47%) Oracle Workflow
13 19 (0.40%) Confluence
14 18 (0.38%) MQSeries
14 18 (0.38%) SharePoint 2010
15 17 (0.36%) WebSphere Application Server
15 17 (0.36%) NetWeaver
16 15 (0.32%) Moodle
Applications
1 591 (12.56%) MS Excel
2 114 (2.42%) MS Office
3 111 (2.36%) SPSS
4 94 (2.00%) PowerPivot
5 83 (1.76%) MS Visio
6 60 (1.28%) MS PowerPoint
7 50 (1.06%) Spreadsheet
8 35 (0.74%) MS Project
9 25 (0.53%) CPLEX
10 12 (0.26%) Photoshop
11 8 (0.17%) Stata
11 8 (0.17%) Mingle
12 7 (0.15%) S-PLUS
13 6 (0.13%) FastStats
14 5 (0.11%) OmniGraffle
15 3 (0.064%) Adobe Illustrator
15 3 (0.064%) Windchill
16 2 (0.043%) AutoCAD
17 1 (0.021%) Vensim
Business Applications
1 91 (1.93%) Dynamics CRM
2 76 (1.62%) Cognos Business Intelligence
3 61 (1.30%) Cognos TM1
4 44 (0.94%) Google Analytics
5 38 (0.81%) SAP BPC
6 34 (0.72%) Oracle EBS
6 34 (0.72%) SAP CRM
6 34 (0.72%) SAP MDM
7 26 (0.55%) SAP ERP
7 26 (0.55%) WebTrends
8 23 (0.49%) Markit EDM
9 19 (0.40%) Dynamics AX
10 16 (0.34%) Oracle EBS R12
11 15 (0.32%) Oracle BPM
12 14 (0.30%) Oracle Applications
13 13 (0.28%) Oracle Retail
14 12 (0.26%) Dynamics NAV
14 12 (0.26%) SiteCatalyst
15 10 (0.21%) Oracle Financials
15 10 (0.21%) Oracle Receivables
Cloud Services
1 83 (1.76%) SaaS
2 80 (1.70%) Microsoft Azure
3 58 (1.23%) Amazon AWS
4 34 (0.72%) PaaS
5 28 (0.60%) IaaS
6 20 (0.43%) Cloud Computing
7 7 (0.15%) Force.com
7 7 (0.15%) SuccessFactors
8 5 (0.11%) Google Apps
9 4 (0.085%) Heroku
10 2 (0.043%) LucidChart
11 1 (0.021%) Amazon EC2
11 1 (0.021%) Amazon EMR
Communications & Networking
1 51 (1.08%) Internet
2 30 (0.64%) HTTP
3 25 (0.53%) Intranet
4 18 (0.38%) LDAP
5 15 (0.32%) Ethernet
5 15 (0.32%) SSH
6 14 (0.30%) Firewall
7 11 (0.23%) SAN
8 8 (0.17%) FTP
8 8 (0.17%) NAS
9 7 (0.15%) MPLS
9 7 (0.15%) Wireless
10 6 (0.13%) AMQP
11 4 (0.085%) TCP/IP
12 3 (0.064%) DNS
12 3 (0.064%) PPP
12 3 (0.064%) VoIP
12 3 (0.064%) GSM
12 3 (0.064%) VLAN
13 2 (0.043%) LAN
Database & Business Intelligence
1 1518 (32.26%) Data Warehouse
2 1319 (28.03%) SQL Server
3 795 (16.90%) SQL Server Integration Services
4 637 (13.54%) SQL Server Reporting Services
5 587 (12.48%) Relational Database
6 573 (12.18%) SQL Server Analysis Services
7 376 (7.99%) SQL Server 2008
8 353 (7.50%) Oracle Database
9 333 (7.08%) OLAP
10 329 (6.99%) Big Data
11 314 (6.67%) QlikView
12 304 (6.46%) RDBMS
13 222 (4.72%) SQL Server 2012
14 208 (4.42%) Hadoop
15 202 (4.29%) MySQL
16 183 (3.89%) SQL Server 2005
17 181 (3.85%) Oracle Database 11g
18 177 (3.76%) Oracle BI EE
19 141 (3.00%) Oracle ODI
20 140 (2.98%) Data Mining
Development Applications
1 183 (3.89%) ERwin
2 126 (2.68%) Team Foundation Server
3 104 (2.21%) Git (software)
4 94 (2.00%) Subversion
5 76 (1.62%) JIRA
6 75 (1.59%) Talend Open Studio
7 57 (1.21%) Toad
8 55 (1.17%) Visual Studio
9 48 (1.02%) JUnit
10 38 (0.81%) SQL Server Management Studio (SSMS)
11 31 (0.66%) Oracle APEX
12 30 (0.64%) PowerDesigner
13 24 (0.51%) Selenium
14 22 (0.47%) NUnit
15 20 (0.43%) Axure RP
15 20 (0.43%) Balsamiq Mockups
16 18 (0.38%) JMeter
16 18 (0.38%) Oracle Forms
16 18 (0.38%) Jenkins
17 17 (0.36%) Bugzilla
General
1 1429 (30.37%) Finance
2 415 (8.82%) Banking
3 227 (4.82%) Retail
4 220 (4.68%) Marketing
5 178 (3.78%) Investment Banking
6 176 (3.74%) Back Office
7 114 (2.42%) Advertising
8 110 (2.34%) Telecoms
9 96 (2.04%) Legal
10 81 (1.72%) Publishing
11 76 (1.62%) Games
12 72 (1.53%) Front Office
13 56 (1.19%) Pharmaceutical
14 44 (0.94%) Law
15 36 (0.77%) Financial Institution
16 35 (0.74%) Billing
16 35 (0.74%) Manufacturing
17 32 (0.68%) Automotive
18 21 (0.45%) Aerospace
19 20 (0.43%) Electronics
Job Titles
1 1488 (31.63%) Developer
2 1137 (24.17%) Analyst
3 931 (19.79%) Architect
4 647 (13.75%) Business Analyst
5 421 (8.95%) Consultant
6 369 (7.84%) Data Architect
7 292 (6.21%) Business Intelligence Developer
8 260 (5.53%) Senior Developer
9 223 (4.74%) SQL Developer
10 220 (4.68%) Data Analyst
11 185 (3.93%) Solutions Architect
12 169 (3.59%) Java Developer
13 162 (3.44%) DBA
14 142 (3.02%) Business Developer
15 141 (3.00%) Data Modeller
16 139 (2.95%) Senior Analyst
17 115 (2.44%) Lead Developer
18 110 (2.34%) Systems Analyst
19 105 (2.23%) Business Intelligence Architect
19 105 (2.23%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 588 (12.50%) XML
2 577 (12.26%) .NET
3 340 (7.23%) HTML
4 325 (6.91%) Web Services
5 266 (5.65%) CSS
6 214 (4.55%) ASP.NET
7 151 (3.21%) Spring
8 138 (2.93%) jQuery
9 135 (2.87%) MDX
10 122 (2.59%) J2EE
11 115 (2.44%) Hibernate
12 102 (2.17%) SOAP
13 94 (2.00%) XML Messaging
14 93 (1.98%) WCF
15 92 (1.96%) .NET Framework
15 92 (1.96%) Ajax
16 83 (1.76%) HTML5
17 82 (1.74%) ASP.NET MVC
18 67 (1.42%) Middleware
19 61 (1.30%) RESTful
Miscellaneous
1 731 (15.54%) Analytical Skills
2 373 (7.93%) Data Integration
3 335 (7.12%) Computer Science
4 275 (5.84%) Management Information System
5 197 (4.19%) Visualisation
6 195 (4.14%) Mathematics
7 161 (3.42%) Statistics
8 137 (2.91%) Derivative
9 132 (2.81%) User Experience
10 105 (2.23%) Foreign Exchange (FX)
11 99 (2.10%) Reference Data
12 96 (2.04%) Enterprise Software
13 82 (1.74%) Open Source
14 64 (1.36%) Clustering
14 64 (1.36%) N-Tier
15 57 (1.21%) Economics
16 56 (1.19%) Replication
17 54 (1.15%) Physics
18 53 (1.13%) Mobile App
19 48 (1.02%) Digital Media
Operating Systems
1 264 (5.61%) Windows
2 234 (4.97%) UNIX
3 211 (4.48%) Linux
4 31 (0.66%) Windows Server 2008
5 22 (0.47%) Apple iOS
5 22 (0.47%) Android
6 20 (0.43%) Windows XP
7 17 (0.36%) CentOS
7 17 (0.36%) Windows Server 2003
8 15 (0.32%) Red Hat Enterprise Linux
8 15 (0.32%) AIX
9 13 (0.28%) Windows Server 2012
10 10 (0.21%) Solaris
11 8 (0.17%) Windows 7
12 7 (0.15%) Windows 8
12 7 (0.15%) Ubuntu
13 3 (0.064%) Oracle Linux
14 2 (0.043%) Debian
14 2 (0.043%) HPUX
14 2 (0.043%) zOS
Processes & Methodologies
1 1679 (35.69%) Business Intelligence
2 1306 (27.76%) Agile Software Development
3 1228 (26.10%) ETL
4 681 (14.47%) Data Management
5 676 (14.37%) Analytics
6 557 (11.84%) Business Analysis
7 530 (11.26%) Data Analysis
8 511 (10.86%) Data Architecture
9 500 (10.63%) Scrum
10 453 (9.63%) UML
10 453 (9.63%) Project Management
11 408 (8.67%) CRM
12 395 (8.40%) Performance Tuning
13 378 (8.03%) OO
14 336 (7.14%) Migration
15 323 (6.87%) SOA
16 284 (6.04%) Master Data Management
17 276 (5.87%) Use Case
18 266 (5.65%) Mentoring
19 264 (5.61%) Data Governance
Programming Languages
1 2153 (45.76%) SQL
2 782 (16.62%) Java
3 520 (11.05%) T-SQL
4 478 (10.16%) C#
5 347 (7.38%) JavaScript
6 205 (4.36%) Python
7 201 (4.27%) PL/SQL
8 137 (2.91%) C++
9 116 (2.47%) PHP
10 87 (1.85%) Ruby
11 86 (1.83%) Perl
12 82 (1.74%) R
13 81 (1.72%) VBA
14 68 (1.45%) C
15 64 (1.36%) VB
16 54 (1.15%) Shell Script
16 54 (1.15%) MATLAB
17 48 (1.02%) VB.NET
18 45 (0.96%) ABAP
19 36 (0.77%) Groovy
Qualifications
1 796 (16.92%) Degree
2 111 (2.36%) Microsoft Certification
3 98 (2.08%) Security Cleared
4 87 (1.85%) ISEB
5 44 (0.94%) PhD
6 43 (0.91%) SC Cleared
7 34 (0.72%) MCITP
8 29 (0.62%) PMI Certification
9 26 (0.55%) MCAD
10 24 (0.51%) IIBA
11 17 (0.36%) Oracle Certification
12 14 (0.30%) ITIL Certification
13 13 (0.28%) MBA
13 13 (0.28%) ISTQB
13 13 (0.28%) MCTS
14 12 (0.26%) MCSE
15 11 (0.23%) HND
15 11 (0.23%) MCP
16 10 (0.21%) PRINCE2 Certification
17 9 (0.19%) PMP
Quality Assurance & Compliance
1 217 (4.61%) QA
2 200 (4.25%) Data Quality
3 38 (0.81%) SLA
4 26 (0.55%) ISO 9001
5 23 (0.49%) Solvency II
6 19 (0.40%) Basel II
7 14 (0.30%) MiFID
8 10 (0.21%) EMIR
9 9 (0.19%) FATCA
9 9 (0.19%) Dodd-Frank
9 9 (0.19%) ISO 8583
10 8 (0.17%) ISO/IEC 27001
11 6 (0.13%) COREP
11 6 (0.13%) Basel III
11 6 (0.13%) PCI DSS
11 6 (0.13%) JSP 440
12 5 (0.11%) Sarbanes-Oxley
13 4 (0.085%) FINREP
14 3 (0.064%) COBIT
15 2 (0.043%) HL7
System Software
1 27 (0.57%) Active Directory
2 22 (0.47%) Oracle RAC
3 15 (0.32%) Shibboleth
4 12 (0.26%) VMware Infrastructure
5 11 (0.23%) HDFS
6 6 (0.13%) VMware ESX
7 5 (0.11%) Tivoli Workload Scheduler
8 4 (0.085%) Oracle RMAN
8 4 (0.085%) vSphere
9 3 (0.064%) Apache ZooKeeper
10 2 (0.043%) ISA Server
10 2 (0.043%) VMware ESXi
10 2 (0.043%) Hyper-V
11 1 (0.021%) XenServer
11 1 (0.021%) Postfix
11 1 (0.021%) Apache Flume
11 1 (0.021%) GPFS
11 1 (0.021%) Samba
Systems Management
1 15 (0.32%) Opscode Chef
2 14 (0.30%) MOM
3 13 (0.28%) Control-M
4 8 (0.17%) Tivoli
5 6 (0.13%) Puppet
5 6 (0.13%) SCCM
6 5 (0.11%) Oracle EDQ
7 4 (0.085%) WMI
7 4 (0.085%) Oracle Enterprise Manager
7 4 (0.085%) Forefront Identity Manager
7 4 (0.085%) Data Guard
8 3 (0.064%) WSUS
9 2 (0.043%) MAINVIEW
9 2 (0.043%) Nagios
9 2 (0.043%) HP UCMDB
9 2 (0.043%) SCOM
9 2 (0.043%) HP Quality Center
9 2 (0.043%) Sysprep
10 1 (0.021%) ZABBIX
10 1 (0.021%) SCOrch
Vendors
1 1105 (23.49%) Oracle
2 892 (18.96%) Microsoft
3 346 (7.35%) SAP
4 329 (6.99%) Cognos
5 315 (6.70%) Business Objects
6 294 (6.25%) IBM
7 270 (5.74%) Informatica
8 217 (4.61%) Tableau
9 176 (3.74%) Teradata
10 107 (2.27%) MicroStrategy
11 101 (2.15%) Google
12 91 (1.93%) Sybase
13 79 (1.68%) Siebel
14 75 (1.59%) Talend
15 73 (1.55%) Salesforce.com
16 47 (1.00%) Netezza
17 40 (0.85%) DataFlux
17 40 (0.85%) Ab Initio
17 40 (0.85%) JBoss
17 40 (0.85%) Hyperion
Preston, Lancashire
TEKsystems
Salary: £300 - £350 per day
Posted: 6 hours ago
Watford, Hertfordshire
Ashdown IT
Salary: £35000 - £40000 per annum + benefits
Posted: 8 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: £40000 - £47000 per annum + Benefits
Posted: 8 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £40,000 per annum
Posted: 8 hours ago
Brentwood, Essex
Nakama
Salary: From £85,000 to £95,000 per annum + bonus + benefits
Posted: 9 hours ago
London
Venturi
Salary: £42000.00 - £48000.00 per annum + Bonus & Benefits
Posted: 9 hours ago
South West London
Evolution Recruitment Solutions
Salary: 50,000 - 60,000
Posted: 10 hours ago
Crawley, West Sussex
Gold Group
Salary: £55000 - £65000 per annum + benefits
Posted: 10 hours ago
UK
Venturi
Salary: £45000.00 - £50000.00 per annum + 10% Bonus and Benefits
Posted: 13 hours ago
Havant, Hampshire
Executive Recruitment Services (ERS)
Salary: £50000 - £70000 per annum
Posted: 13 hours ago
North London
TRG
Salary: £70000 Per Annum Plus Excellent Benefits
Posted: 13 hours ago
Hertfordshire
Firway Consulting
Salary: From £35,000 to £45,000 per annum To £40k + Bonus (5%) + Large Company
Posted: 13 hours ago
Slough, Berkshire
Connectus
Salary: £40000 - £45000 per annum
Posted: 14 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 14 hours ago
London
Bridge Noble
Salary: £35000 - £50000 per annum + Stock + Benefits
Posted: 16 hours ago
London
Dawson & Walsh
Salary: £30000 - £45000 per annum + Excellent Benefits
Posted: 16 hours ago
Tilbury, Essex
HAYS INFORMATION TECHNOLOGY
Salary: £32000.00 per annum
Posted: 16 hours ago
Tilbury, Essex
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £22000.00 per annum
Posted: 16 hours ago
Halifax, West Yorkshire
TEKsystems
Salary: £30000 - £40000 per annum + bonus, pension, incentives
Posted: 17 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: 18 hours ago