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 1 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Oct 2014
Same period 2013 Same period 2012
Data Modeling
Rank 148 151 133
Rank change year-on-year
+3 -18
Permanent jobs citing Data Modelling 2159 2102 2430
As % of all permanent IT jobs located in the UK 1.92% 1.96% 2.09%
As % of the Processes & Methodologies category 2.34% 2.41% 2.64%
Number of salaries quoted 1655 1683 1900
Average salary £50,000 £52,500 £52,500
Average salary % change year-on-year
-4.76% -
90% offered a salary of more than £36,100 £37,500 £35,000
10% offered a salary of more than £77,500 £77,500 £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
92294 87311 92008
As % of all permanent IT jobs located in the UK 81.99% 81.33% 79.05%
Number of salaries quoted 73847 71644 77513
Average salary £47,500 £47,500 £45,580
Average salary % change year-on-year
- +4.21%
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

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 1 October 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 1 October 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 +4 2008 £51,000 -2.85% 266
London -1 1079 £60,000 - 138
South East +16 340 £48,000 +1.05% 39
City of London -20 248 £60,000 -4.00% 48
North West +34 127 £42,500 -6.59% 22
Yorkshire -7 120 £45,000 +12.50% 11
Scotland -19 119 £45,000 -10.00% 13
East of England +32 112 £45,000 - 26
Surrey +38 101 £55,000 -10.20% 8
West Yorkshire +9 100 £45,000 - 7
Glasgow +6 88 £45,000 -5.26% 6
South West -51 83 £40,000 -2.43% 16
West Midlands -29 79 £42,500 -15.00% 10
Leeds -5 66 £45,000 +5.88% 6
Berkshire +6 65 £50,000 -4.76% 10
Manchester -5 56 £42,500 -10.52% 8
Cheshire +26 51 £42,500 +70.00% 7
Oxfordshire +46 48 £45,000 +50.00% 6
East Midlands +1 46 £42,500 +10.38% 3
Hertfordshire +6 41 £47,500 +4.39% 11
Hampshire -16 41 £45,000 - 4
Bristol -14 39 £32,500 - 4
Reading +19 36 £60,000 +20.00%
Buckinghamshire +16 35 £45,000 -10.89% 3
Staffordshire +14 34 £42,500 +13.33% 1
East Sussex -14 27 £40,000 -11.11% 4
Essex +5 26 £42,500 -5.55% 10
Docklands, London +15 25 £68,750 +19.56% 2
Brighton -5 25 £40,000 -4.76% 3
Oxford +33 23 £50,000 +73.91% 4

Data Modelling
Top 30 Related IT Skills

For the 6 months to 1 October 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 2110 (45.71%) SQL
2 1658 (35.92%) Business Intelligence
3 1486 (32.19%) Data Warehouse
4 1410 (30.55%) Finance
5 1299 (28.14%) SQL Server
6 1274 (27.60%) Agile Software Development
7 1200 (26.00%) ETL
8 1064 (23.05%) Oracle
9 866 (18.76%) Microsoft
10 771 (16.70%) SQL Server Integration Services
11 758 (16.42%) Degree
12 755 (16.36%) Java
13 723 (15.66%) Analytical Skills
14 657 (14.23%) Data Management
15 655 (14.19%) Analytics
16 637 (13.80%) SQL Server Reporting Services
17 576 (12.48%) XML
17 576 (12.48%) SQL Server Analysis Services
18 573 (12.41%) MS Excel
19 567 (12.28%) .NET
20 561 (12.15%) Relational Database
21 558 (12.09%) Business Analysis
22 516 (11.18%) Data Analysis
23 511 (11.07%) T-SQL
24 485 (10.51%) Data Architecture
25 479 (10.38%) C#
25 479 (10.38%) Scrum
26 462 (10.01%) Project Management
27 458 (9.92%) UML
28 413 (8.95%) Banking

Data Modelling
Top Related IT Skills by Category

For the 6 months to 1 October 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
1 271 (5.87%) SAS
2 219 (4.74%) SharePoint
3 77 (1.67%) WebLogic
4 76 (1.65%) BizTalk Server
5 62 (1.34%) WebSphere
6 46 (1.00%) Tomcat
7 41 (0.89%) IIS
8 39 (0.84%) Apache Pig
9 33 (0.71%) CMS
10 30 (0.65%) Oracle Service Bus
11 29 (0.63%) Node.js
12 28 (0.61%) Apache
13 25 (0.54%) Oracle SOA Suite
14 20 (0.43%) Oracle Workflow
15 18 (0.39%) Confluence
15 18 (0.39%) SharePoint 2010
16 17 (0.37%) NetWeaver
17 15 (0.32%) Moodle
17 15 (0.32%) NServiceBus
18 14 (0.30%) MQSeries
Applications
1 573 (12.41%) MS Excel
2 112 (2.43%) MS Office
3 101 (2.19%) SPSS
4 100 (2.17%) PowerPivot
5 81 (1.75%) MS Visio
6 49 (1.06%) Spreadsheet
7 48 (1.04%) MS PowerPoint
8 38 (0.82%) MS Project
9 26 (0.56%) CPLEX
10 12 (0.26%) Photoshop
11 8 (0.17%) Stata
11 8 (0.17%) Mingle
12 7 (0.15%) S-PLUS
13 5 (0.11%) OmniGraffle
14 4 (0.087%) FastStats
15 3 (0.065%) Adobe Illustrator
15 3 (0.065%) Windchill
16 1 (0.022%) Vensim
16 1 (0.022%) AutoCAD
Business Applications
1 84 (1.82%) Dynamics CRM
2 68 (1.47%) Cognos Business Intelligence
3 58 (1.26%) Cognos TM1
4 43 (0.93%) Google Analytics
5 38 (0.82%) SAP BPC
6 33 (0.71%) SAP CRM
7 32 (0.69%) SAP MDM
8 28 (0.61%) Oracle EBS
9 25 (0.54%) WebTrends
10 24 (0.52%) SAP ERP
10 24 (0.52%) Markit EDM
11 15 (0.32%) Dynamics AX
12 13 (0.28%) Oracle EBS R12
12 13 (0.28%) Oracle BPM
12 13 (0.28%) Oracle Retail
13 12 (0.26%) Dynamics NAV
13 12 (0.26%) Oracle Applications
14 10 (0.22%) SiteCatalyst
15 9 (0.19%) SAP FI/CO
15 9 (0.19%) SAP FI
Cloud Services
1 77 (1.67%) SaaS
2 76 (1.65%) Microsoft Azure
3 60 (1.30%) Amazon AWS
4 32 (0.69%) PaaS
5 26 (0.56%) IaaS
6 18 (0.39%) Cloud Computing
7 8 (0.17%) SuccessFactors
8 7 (0.15%) Force.com
9 5 (0.11%) Google Apps
10 4 (0.087%) Heroku
11 2 (0.043%) LucidChart
12 1 (0.022%) Amazon EC2
12 1 (0.022%) GitHub
Communications & Networking
1 54 (1.17%) Internet
2 29 (0.63%) HTTP
3 23 (0.50%) Intranet
4 18 (0.39%) LDAP
5 15 (0.32%) Ethernet
5 15 (0.32%) SSH
6 14 (0.30%) Firewall
7 11 (0.24%) SAN
8 9 (0.19%) MPLS
9 8 (0.17%) FTP
10 7 (0.15%) NAS
10 7 (0.15%) Wireless
11 6 (0.13%) AMQP
12 5 (0.11%) TCP/IP
13 4 (0.087%) VLAN
13 4 (0.087%) DNS
14 3 (0.065%) Modbus
14 3 (0.065%) SNMP
14 3 (0.065%) GSM
14 3 (0.065%) VoIP
Database & Business Intelligence
1 1486 (32.19%) Data Warehouse
2 1299 (28.14%) SQL Server
3 771 (16.70%) SQL Server Integration Services
4 637 (13.80%) SQL Server Reporting Services
5 576 (12.48%) SQL Server Analysis Services
6 561 (12.15%) Relational Database
7 372 (8.06%) SQL Server 2008
8 340 (7.37%) Oracle Database
9 330 (7.15%) OLAP
10 310 (6.72%) Big Data
11 299 (6.48%) QlikView
12 291 (6.30%) RDBMS
13 217 (4.70%) SQL Server 2012
14 204 (4.42%) MySQL
15 199 (4.31%) Hadoop
16 180 (3.90%) Oracle BI EE
17 179 (3.88%) SQL Server 2005
18 165 (3.57%) Oracle Database 11g
19 144 (3.12%) Oracle ODI
20 135 (2.92%) Data Mining
Development Applications
1 176 (3.81%) ERwin
2 127 (2.75%) Team Foundation Server
3 112 (2.43%) Git (software)
4 95 (2.06%) Subversion
5 78 (1.69%) JIRA
6 68 (1.47%) Talend Open Studio
7 53 (1.15%) Toad
8 50 (1.08%) Visual Studio
9 43 (0.93%) JUnit
10 37 (0.80%) SQL Server Management Studio (SSMS)
11 32 (0.69%) Oracle APEX
12 29 (0.63%) PowerDesigner
13 24 (0.52%) Axure RP
14 23 (0.50%) Balsamiq Mockups
14 23 (0.50%) Selenium
15 20 (0.43%) NUnit
15 20 (0.43%) Jenkins
16 18 (0.39%) Oracle Forms
17 17 (0.37%) JMeter
18 15 (0.32%) Bugzilla
General
1 1410 (30.55%) Finance
2 413 (8.95%) Banking
3 231 (5.00%) Retail
4 208 (4.51%) Marketing
5 167 (3.62%) Investment Banking
6 163 (3.53%) Back Office
7 119 (2.58%) Telecoms
8 108 (2.34%) Advertising
9 96 (2.08%) Legal
10 88 (1.91%) Publishing
11 72 (1.56%) Games
12 71 (1.54%) Front Office
13 54 (1.17%) Pharmaceutical
14 45 (0.97%) Law
15 38 (0.82%) Financial Institution
16 37 (0.80%) Automotive
17 35 (0.76%) Manufacturing
18 30 (0.65%) Billing
19 26 (0.56%) Aerospace
20 19 (0.41%) Electronics
Job Titles
1 1471 (31.87%) Developer
2 1120 (24.26%) Analyst
3 903 (19.56%) Architect
4 649 (14.06%) Business Analyst
5 407 (8.82%) Consultant
6 342 (7.41%) Data Architect
7 289 (6.26%) Business Intelligence Developer
8 255 (5.52%) Senior Developer
9 216 (4.68%) Data Analyst
10 210 (4.55%) SQL Developer
11 181 (3.92%) Solutions Architect
12 165 (3.57%) Java Developer
13 162 (3.51%) DBA
14 141 (3.05%) Business Developer
15 130 (2.82%) Senior Analyst
16 126 (2.73%) Data Modeller
17 120 (2.60%) Lead Developer
18 111 (2.40%) Systems Analyst
19 108 (2.34%) Business Intelligence Architect
20 104 (2.25%) SQL DBA
Libraries, Frameworks & Software Standards
1 576 (12.48%) XML
2 567 (12.28%) .NET
3 337 (7.30%) HTML
4 320 (6.93%) Web Services
5 265 (5.74%) CSS
6 211 (4.57%) ASP.NET
7 144 (3.12%) Spring
8 143 (3.10%) jQuery
9 131 (2.84%) MDX
10 119 (2.58%) J2EE
11 107 (2.32%) Hibernate
12 104 (2.25%) SOAP
13 90 (1.95%) .NET Framework
13 90 (1.95%) XML Messaging
14 89 (1.93%) WCF
14 89 (1.93%) Ajax
15 88 (1.91%) HTML5
16 79 (1.71%) ASP.NET MVC
17 63 (1.36%) RESTful
18 62 (1.34%) Middleware
Miscellaneous
1 723 (15.66%) Analytical Skills
2 350 (7.58%) Data Integration
3 311 (6.74%) Computer Science
4 283 (6.13%) Data Structures
5 271 (5.87%) Management Information System
6 201 (4.35%) Visualisation
7 180 (3.90%) Mathematics
8 152 (3.29%) Statistics
9 145 (3.14%) User Experience
10 126 (2.73%) Derivative
11 118 (2.56%) Algorithms
12 96 (2.08%) Foreign Exchange (FX)
13 87 (1.88%) Enterprise Software
14 86 (1.86%) Reference Data
15 78 (1.69%) Open Source
16 68 (1.47%) Clustering
17 61 (1.32%) N-Tier
18 60 (1.30%) Mobile App
19 59 (1.28%) Economics
20 56 (1.21%) Replication
Operating Systems
1 266 (5.76%) Windows
2 222 (4.81%) UNIX
3 201 (4.35%) Linux
4 28 (0.61%) Apple iOS
4 28 (0.61%) Android
4 28 (0.61%) Windows Server 2008
5 22 (0.48%) Windows XP
6 17 (0.37%) CentOS
7 15 (0.32%) Red Hat Enterprise Linux
7 15 (0.32%) Windows Server 2003
8 14 (0.30%) AIX
9 11 (0.24%) Windows Server 2012
10 10 (0.22%) Solaris
11 7 (0.15%) Ubuntu
12 6 (0.13%) Windows 7
13 5 (0.11%) Windows 8
14 3 (0.065%) Oracle Linux
15 2 (0.043%) zOS
15 2 (0.043%) HPUX
15 2 (0.043%) SUSE
Processes & Methodologies
1 1658 (35.92%) Business Intelligence
2 1274 (27.60%) Agile Software Development
3 1200 (26.00%) ETL
4 657 (14.23%) Data Management
5 655 (14.19%) Analytics
6 558 (12.09%) Business Analysis
7 516 (11.18%) Data Analysis
8 485 (10.51%) Data Architecture
9 479 (10.38%) Scrum
10 462 (10.01%) Project Management
11 458 (9.92%) UML
12 392 (8.49%) Performance Tuning
13 383 (8.30%) OO
14 378 (8.19%) CRM
15 312 (6.76%) Migration
16 300 (6.50%) SOA
17 269 (5.83%) Use Case
18 265 (5.74%) Master Data Management
19 261 (5.65%) Mentoring
20 260 (5.63%) Stakeholder Management
Programming Languages
1 2110 (45.71%) SQL
2 755 (16.36%) Java
3 511 (11.07%) T-SQL
4 479 (10.38%) C#
5 350 (7.58%) JavaScript
6 193 (4.18%) Python
7 189 (4.09%) PL/SQL
8 140 (3.03%) C++
9 119 (2.58%) PHP
10 87 (1.88%) Ruby
11 80 (1.73%) R
12 79 (1.71%) Perl
13 76 (1.65%) VBA
14 71 (1.54%) C
15 55 (1.19%) MATLAB
15 55 (1.19%) VB
16 54 (1.17%) Shell Script
17 47 (1.02%) VB.NET
18 45 (0.97%) ABAP
19 34 (0.74%) Groovy
Qualifications
1 758 (16.42%) Degree
2 107 (2.32%) Microsoft Certification
3 99 (2.14%) Security Cleared
4 90 (1.95%) ISEB
5 46 (1.00%) SC Cleared
6 43 (0.93%) PhD
7 35 (0.76%) MCITP
8 29 (0.63%) PMI Certification
9 24 (0.52%) IIBA
10 23 (0.50%) MCAD
11 16 (0.35%) Oracle Certification
12 14 (0.30%) MBA
13 13 (0.28%) MCTS
13 13 (0.28%) ISTQB
14 12 (0.26%) PRINCE2 Certification
14 12 (0.26%) MCSE
15 11 (0.24%) MCP
15 11 (0.24%) ITIL Certification
16 10 (0.22%) HND
17 8 (0.17%) DV Cleared
Quality Assurance & Compliance
1 213 (4.61%) QA
2 188 (4.07%) Data Quality
3 38 (0.82%) SLA
4 25 (0.54%) ISO 9001
5 21 (0.45%) Solvency II
6 15 (0.32%) Basel II
7 8 (0.17%) ISO/IEC 27001
7 8 (0.17%) MiFID
8 7 (0.15%) ISO 8583
9 6 (0.13%) COREP
9 6 (0.13%) Basel III
9 6 (0.13%) PCI DSS
9 6 (0.13%) JSP 440
10 5 (0.11%) Sarbanes-Oxley
11 4 (0.087%) COBIT
11 4 (0.087%) EMIR
11 4 (0.087%) Dodd-Frank
12 3 (0.065%) FATCA
12 3 (0.065%) FINREP
13 2 (0.043%) HL7
System Software
1 23 (0.50%) Active Directory
2 22 (0.48%) Oracle RAC
3 15 (0.32%) Shibboleth
4 12 (0.26%) VMware Infrastructure
5 11 (0.24%) HDFS
6 7 (0.15%) VMware ESX
7 5 (0.11%) Tivoli Workload Scheduler
8 4 (0.087%) Oracle RMAN
8 4 (0.087%) vSphere
9 3 (0.065%) VMware ESXi
9 3 (0.065%) Apache ZooKeeper
10 2 (0.043%) ISA Server
10 2 (0.043%) Hyper-V
11 1 (0.022%) Postfix
11 1 (0.022%) XenServer
11 1 (0.022%) Samba
Systems Management
1 14 (0.30%) MOM
1 14 (0.30%) Opscode Chef
2 12 (0.26%) Control-M
3 8 (0.17%) Tivoli
4 6 (0.13%) Puppet
4 6 (0.13%) SCCM
5 4 (0.087%) WMI
5 4 (0.087%) Oracle Enterprise Manager
5 4 (0.087%) Oracle EDQ
5 4 (0.087%) Data Guard
6 3 (0.065%) WSUS
7 2 (0.043%) MAINVIEW
7 2 (0.043%) Forefront Identity Manager
7 2 (0.043%) HP UCMDB
7 2 (0.043%) Sysprep
7 2 (0.043%) HP Quality Center
7 2 (0.043%) SCOM
8 1 (0.022%) ZABBIX
8 1 (0.022%) SCOrch
8 1 (0.022%) Nagios
Vendors
1 1064 (23.05%) Oracle
2 866 (18.76%) Microsoft
3 331 (7.17%) SAP
4 325 (7.04%) Cognos
5 311 (6.74%) Business Objects
6 281 (6.09%) IBM
7 262 (5.68%) Informatica
8 200 (4.33%) Tableau
9 169 (3.66%) Teradata
10 106 (2.30%) MicroStrategy
11 92 (1.99%) Google
12 84 (1.82%) Sybase
13 72 (1.56%) Siebel
14 68 (1.47%) Talend
15 66 (1.43%) Salesforce.com
16 45 (0.97%) DataFlux
16 45 (0.97%) Netezza
17 41 (0.89%) Ab Initio
18 39 (0.84%) Hyperion
18 39 (0.84%) Trillium
London
XIST4 IT Recruitment Ltd
Salary: £35-40k + up to £10k Bonus
Posted: 9 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: £25000 - £37000 per annum + Benefits
Posted: 9 hours ago
Belfast, County Antrim
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £50000.00 per annum
Posted: 10 hours ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £45000 Per Annum
Posted: 11 hours ago
Cambridge, Cambridgeshire
Salt
Salary: £40000 - £60000 per annum + Bonus + Excellent Benefits
Posted: 11 hours ago
London
World Pay
Salary: Competitive
Posted: 12 hours ago
York, North Yorkshire
Rullion IT Plus
Salary: £35000 - £40000 per annum + Pension
Posted: 12 hours ago
Central London / West End
Ampersand Consulting
Salary: £45000 per annum + Benefits
Posted: 12 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 13 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 13 hours ago
London
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 13 hours ago
UK
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 13 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 13 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 13 hours ago
London
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 13 hours ago
UK
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 13 hours ago
City, London
Connectus
Salary: £55000 - £75000 per annum + Bonus + Benefits
Posted: 13 hours ago
Glasgow, Lanarkshire
FPSG Connect
Salary: £30000 - £55000 per annum
Posted: 13 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: 14 hours ago
Wokingham, Berkshire
Connectus
Salary: £35000 - £45000 per annum
Posted: 14 hours ago