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 30 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Data Modeling
Rank 158 144 141
Rank change year-on-year
-14 -3
Permanent jobs citing Data Modelling 1988 2112 2258
As % of all permanent IT jobs located in the UK 1.88% 2.06% 2.06%
As % of the Processes & Methodologies category 2.27% 2.50% 2.58%
Number of salaries quoted 1520 1626 1809
Average salary £52,500 £55,000 £52,500
Average salary % change year-on-year
-4.54% +4.76%
90% offered a salary of more than £36,290 £37,500 £35,000
10% offered a salary of more than £77,500 £82,500 £75,000
UK excluding London average salary £46,000 £47,500 £45,000
% change year-on-year
-3.15% +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
87595 84426 87603
As % of all permanent IT jobs located in the UK 82.73% 82.29% 80.07%
Number of salaries quoted 72135 67329 74163
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £30,919 £30,000
10% offered a salary of more than £72,500 £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 30 January 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 30 January 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 -23 1840 £52,500 -4.54% 315
London -6 1046 £60,000 -4.00% 165
South East -42 293 £48,000 +1.05% 52
City of London +14 243 £56,250 -6.25% 60
South West -22 111 £43,000 -9.47% 27
East of England -8 102 £47,500 +1.06% 19
Yorkshire -14 96 £45,000 +16.88% 12
Scotland +27 88 £45,000 -14.28% 12
Surrey +20 84 £50,000 -16.66% 13
Berkshire -31 73 £50,000 - 10
North West -8 68 £45,000 -0.55% 21
West Yorkshire -20 65 £50,000 +17.64% 10
East Midlands +42 59 £45,000 -18.18% 4
Hertfordshire +16 54 £50,000 +40.84% 5
West Midlands -61 53 £41,000 -10.86% 9
Manchester +9 45 £45,000 -1.09% 13
Leeds -20 45 £50,000 +17.64% 5
Hampshire -47 45 £42,000 -6.66% 8
Oxfordshire +27 42 £62,500 +56.25% 8
Edinburgh +13 41 £45,000 -18.18% 4
Glasgow +27 33 £46,750 +10.00% 5
Bristol -16 33 £45,000 -5.26% 12
Gloucestershire +19 28 £34,000 -24.44% 3
Cambridgeshire -22 26 £44,250 -19.54% 2
Oxford +14 25 £67,500 +68.75% 6
Docklands, London +7 25 £70,000 +21.73%
Cheltenham - 25 £34,000 - 2
North Yorkshire +20 24 £45,000 +20.00% 1
Northamptonshire +10 24 £45,000 -25.00%
Wiltshire -44 22 £45,000 -7.85% 6

Data Modelling
Top 30 Related IT Skills

For the 6 months to 30 January 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 1769 (42.72%) SQL
2 1512 (36.51%) Business Intelligence
3 1312 (31.68%) Finance
4 1245 (30.07%) Data Warehouse
5 1124 (27.14%) ETL
6 1114 (26.90%) Agile Software Development
7 1023 (24.70%) SQL Server
8 946 (22.84%) Oracle
9 774 (18.69%) Analytical Skills
10 712 (17.19%) Microsoft
11 684 (16.52%) SQL Server Integration Services
12 672 (16.23%) Java
13 657 (15.87%) Degree
14 564 (13.62%) Analytics
15 532 (12.85%) SQL Server Reporting Services
16 507 (12.24%) Project Management
17 506 (12.22%) Relational Database
18 497 (12.00%) Data Analysis
19 489 (11.81%) Data Management
20 484 (11.69%) SQL Server Analysis Services
21 479 (11.57%) XML
22 478 (11.54%) UML
23 474 (11.45%) .NET
24 469 (11.33%) Business Analysis
25 442 (10.67%) MS Excel
26 423 (10.21%) C#
26 423 (10.21%) Scrum
27 419 (10.12%) Data Architecture
28 407 (9.83%) Banking
29 381 (9.20%) OO

Data Modelling
Top Related IT Skills by Category

For the 6 months to 30 January 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
1 234 (5.65%) SAS
2 233 (5.63%) SharePoint
3 68 (1.64%) WebSphere
4 58 (1.40%) Tomcat
5 57 (1.38%) WebLogic
6 49 (1.18%) IIS
7 45 (1.09%) Apache Pig
8 42 (1.01%) BizTalk Server
9 36 (0.87%) JBoss
10 34 (0.82%) Node.js
11 32 (0.77%) Apache
12 31 (0.75%) CMS
12 31 (0.75%) Oracle Service Bus
13 28 (0.68%) NetWeaver
14 26 (0.63%) Confluence
15 23 (0.56%) Oracle Workflow
16 22 (0.53%) SharePoint 2010
17 21 (0.51%) Documentum
17 21 (0.51%) Oracle SOA Suite
18 20 (0.48%) Elasticsearch
Applications
1 442 (10.67%) MS Excel
2 148 (3.57%) MS Office
3 137 (3.31%) PowerPivot
4 106 (2.56%) SPSS
5 94 (2.27%) MS Visio
6 37 (0.89%) MS Project
7 34 (0.82%) Spreadsheet
8 33 (0.80%) MS PowerPoint
9 13 (0.31%) CPLEX
10 5 (0.12%) Stata
11 4 (0.097%) OmniGraffle
12 3 (0.072%) Fireworks
12 3 (0.072%) FastStats
13 2 (0.048%) EViews
14 1 (0.024%) S-PLUS
14 1 (0.024%) Photoshop
Business Applications
1 75 (1.81%) Cognos Business Intelligence
2 44 (1.06%) SAP CRM
3 43 (1.04%) Dynamics CRM
4 34 (0.82%) SAP ERP
5 32 (0.77%) Cognos TM1
6 27 (0.65%) Markit EDM
7 26 (0.63%) Oracle EBS
8 24 (0.58%) Google Analytics
9 21 (0.51%) Radian6
10 17 (0.41%) SAP BPC
11 14 (0.34%) SAP FI
12 12 (0.29%) Oracle BPM
12 12 (0.29%) SAP FI/CO
12 12 (0.29%) SAP CO
13 11 (0.27%) SAP IS-U
14 8 (0.19%) Dynamics AX
15 6 (0.14%) Oracle Retail
15 6 (0.14%) Remedy ITSM
16 5 (0.12%) SAP Oil and Gas
16 5 (0.12%) LatentZero
Cloud Services
1 80 (1.93%) SaaS
2 70 (1.69%) Microsoft Azure
3 35 (0.85%) PaaS
3 35 (0.85%) Amazon AWS
4 32 (0.77%) IaaS
5 28 (0.68%) Cloud Computing
6 16 (0.39%) Force.com
6 16 (0.39%) Google Cloud Platform
7 13 (0.31%) Terremark
7 13 (0.31%) Google Apps
8 10 (0.24%) GitHub
9 7 (0.17%) Google App Engine
9 7 (0.17%) Amazon EC2
10 5 (0.12%) SuccessFactors
11 4 (0.097%) LucidChart
12 1 (0.024%) Rackspace Cloud
12 1 (0.024%) Amazon S3
Communications & Networking
1 70 (1.69%) Internet
2 31 (0.75%) Firewall
3 26 (0.63%) HTTP
4 20 (0.48%) LDAP
5 17 (0.41%) Ethernet
5 17 (0.41%) FTP
6 16 (0.39%) SSH
7 14 (0.34%) Intranet
8 12 (0.29%) IPv6
8 12 (0.29%) MPLS
9 10 (0.24%) TCP/IP
9 10 (0.24%) SAN
10 9 (0.22%) Network Security
11 8 (0.19%) VPN
11 8 (0.19%) LAN
11 8 (0.19%) WAN
11 8 (0.19%) IPsec
11 8 (0.19%) OSPF
11 8 (0.19%) BGP
11 8 (0.19%) EIGRP
Database & Business Intelligence
1 1245 (30.07%) Data Warehouse
2 1023 (24.70%) SQL Server
3 684 (16.52%) SQL Server Integration Services
4 532 (12.85%) SQL Server Reporting Services
5 506 (12.22%) Relational Database
6 484 (11.69%) SQL Server Analysis Services
7 341 (8.23%) Big Data
8 291 (7.03%) SQL Server 2008
9 284 (6.86%) Oracle Database
10 256 (6.18%) OLAP
10 256 (6.18%) RDBMS
11 245 (5.92%) QlikView
12 194 (4.68%) Oracle BI EE
13 190 (4.59%) Hadoop
14 178 (4.30%) MySQL
15 177 (4.27%) Data Mining
16 159 (3.84%) Oracle ODI
17 140 (3.38%) BusinessObjects
18 137 (3.31%) SQL Server 2012
19 129 (3.12%) Oracle Database 11g
Development Applications
1 124 (2.99%) Git (software)
2 107 (2.58%) Subversion
3 103 (2.49%) ERwin
4 86 (2.08%) Team Foundation Server
5 75 (1.81%) JIRA
6 44 (1.06%) Talend Open Studio
7 41 (0.99%) Toad
8 39 (0.94%) JUnit
9 33 (0.80%) Oracle Forms
10 31 (0.75%) Mercurial
10 31 (0.75%) Axure RP
11 30 (0.72%) Balsamiq Mockups
12 29 (0.70%) Oracle APEX
13 28 (0.68%) Jenkins
14 24 (0.58%) Eclipse
14 24 (0.58%) Visual Studio
15 18 (0.43%) Xcode
16 16 (0.39%) PowerDesigner
17 15 (0.36%) Rational DOORS
18 14 (0.34%) SQL Server Management Studio (SSMS)
General
1 1312 (31.68%) Finance
2 407 (9.83%) Banking
3 252 (6.09%) Retail
4 213 (5.14%) Marketing
5 134 (3.24%) Telecoms
6 129 (3.12%) Investment Banking
7 107 (2.58%) Legal
8 70 (1.69%) Back Office
9 69 (1.67%) Publishing
10 53 (1.28%) Manufacturing
10 53 (1.28%) Automotive
11 52 (1.26%) Games
12 45 (1.09%) Aerospace
13 42 (1.01%) Advertising
14 36 (0.87%) Financial Institution
15 34 (0.82%) Front Office
16 33 (0.80%) Pharmaceutical
16 33 (0.80%) Retail Banking
17 32 (0.77%) Law
18 30 (0.72%) German Language
Job Titles
1 1281 (30.93%) Developer
2 1071 (25.86%) Analyst
3 871 (21.03%) Architect
4 630 (15.21%) Business Analyst
5 323 (7.80%) Consultant
6 312 (7.53%) Data Architect
7 311 (7.51%) Business Intelligence Developer
8 218 (5.26%) Senior Developer
9 209 (5.05%) Data Analyst
10 204 (4.93%) Solutions Architect
11 148 (3.57%) DBA
12 145 (3.50%) Senior Analyst
13 117 (2.83%) Business Intelligence Architect
14 116 (2.80%) Business Developer
15 109 (2.63%) SQL Developer
16 108 (2.61%) Designer
17 105 (2.54%) Java Developer
18 99 (2.39%) Systems Analyst
19 98 (2.37%) Business Intelligence Consultant
20 95 (2.29%) SQL DBA
Libraries, Frameworks & Software Standards
1 479 (11.57%) XML
2 474 (11.45%) .NET
3 303 (7.32%) Web Services
4 263 (6.35%) HTML
5 173 (4.18%) ASP.NET
6 169 (4.08%) CSS
7 139 (3.36%) jQuery
8 110 (2.66%) SOAP
9 102 (2.46%) J2EE
10 101 (2.44%) Middleware
11 99 (2.39%) RESTful
12 95 (2.29%) XML Schema
13 93 (2.25%) Spring
14 92 (2.22%) MDX
15 76 (1.84%) Ajax
16 73 (1.76%) .NET Framework
17 72 (1.74%) WCF
18 69 (1.67%) HTML5
19 68 (1.64%) JSON
20 61 (1.47%) Hibernate
Miscellaneous
1 774 (18.69%) Analytical Skills
2 370 (8.94%) Data Integration
3 243 (5.87%) Computer Science
4 240 (5.80%) Management Information System
5 199 (4.81%) Data Structures
6 192 (4.64%) Mathematics
7 177 (4.27%) Visualisation
8 171 (4.13%) User Experience
9 114 (2.75%) Statistics
10 97 (2.34%) Enterprise Software
11 85 (2.05%) Mobile App
12 79 (1.91%) Reference Data
13 74 (1.79%) Replication
14 71 (1.71%) Algorithms
15 66 (1.59%) Open Source
16 65 (1.57%) Social Media
17 59 (1.42%) Derivative
18 55 (1.33%) Foreign Exchange (FX)
19 49 (1.18%) Clustering
20 44 (1.06%) 3D Graphics
Operating Systems
1 279 (6.74%) Windows
2 263 (6.35%) UNIX
3 244 (5.89%) Linux
4 56 (1.35%) Apple iOS
5 48 (1.16%) Android
6 27 (0.65%) Windows XP
7 25 (0.60%) Windows Server 2003
7 25 (0.60%) CentOS
7 25 (0.60%) Windows Server 2008
8 17 (0.41%) Red Hat Enterprise Linux
9 10 (0.24%) AIX
10 9 (0.22%) Windows Vista
10 9 (0.22%) Ubuntu
11 8 (0.19%) Solaris
11 8 (0.19%) Debian
12 6 (0.14%) Windows Phone
13 4 (0.097%) BlackBerry OS
14 3 (0.072%) Windows Server 2012
14 3 (0.072%) Windows 7
15 2 (0.048%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1512 (36.51%) Business Intelligence
2 1124 (27.14%) ETL
3 1114 (26.90%) Agile Software Development
4 564 (13.62%) Analytics
5 507 (12.24%) Project Management
6 497 (12.00%) Data Analysis
7 489 (11.81%) Data Management
8 478 (11.54%) UML
9 469 (11.33%) Business Analysis
10 423 (10.21%) Scrum
11 419 (10.12%) Data Architecture
12 381 (9.20%) OO
13 322 (7.78%) CRM
14 314 (7.58%) Logical Data Model
15 305 (7.37%) Performance Tuning
16 289 (6.98%) Use Case
17 273 (6.59%) E-Commerce
18 257 (6.21%) SOA
19 255 (6.16%) Migration
20 243 (5.87%) Waterfall
Programming Languages
1 1769 (42.72%) SQL
2 672 (16.23%) Java
3 423 (10.21%) C#
4 369 (8.91%) T-SQL
5 313 (7.56%) JavaScript
6 174 (4.20%) PL/SQL
7 155 (3.74%) PHP
8 140 (3.38%) Python
9 132 (3.19%) C++
10 108 (2.61%) R
11 91 (2.20%) C
12 75 (1.81%) Perl
13 73 (1.76%) Shell Script
14 65 (1.57%) MATLAB
15 63 (1.52%) ABAP
16 57 (1.38%) VBA
17 43 (1.04%) COBOL
18 38 (0.92%) VB
19 37 (0.89%) Ruby
20 36 (0.87%) XPath
Qualifications
1 657 (15.87%) Degree
2 93 (2.25%) Security Cleared
3 89 (2.15%) ISEB
4 59 (1.42%) SC Cleared
5 46 (1.11%) Microsoft Certification
6 43 (1.04%) PMI Certification
7 29 (0.70%) DV Cleared
8 27 (0.65%) PhD
9 20 (0.48%) MCITP
10 17 (0.41%) PRINCE2 Certification
11 16 (0.39%) IIBA
12 11 (0.27%) MBA
13 10 (0.24%) ISTQB Foundation Certification
14 8 (0.19%) ITIL Certification
14 8 (0.19%) ISEB Practitioner
15 7 (0.17%) PMP
16 6 (0.14%) CBAP
16 6 (0.14%) MCSE
17 5 (0.12%) HNC
17 5 (0.12%) HND
Quality Assurance & Compliance
1 197 (4.76%) QA
2 129 (3.12%) Data Quality
3 57 (1.38%) SLA
4 24 (0.58%) ISO 9001
5 19 (0.46%) Solvency II
6 15 (0.36%) JSP 440
7 11 (0.27%) Sarbanes-Oxley
8 7 (0.17%) ISO/IEC 27001
9 5 (0.12%) Basel III
10 4 (0.097%) COREP
10 4 (0.097%) Basel II
11 3 (0.072%) Dodd-Frank
11 3 (0.072%) PCI DSS
12 2 (0.048%) EMIR
12 2 (0.048%) ISO 14001
12 2 (0.048%) TickIT
12 2 (0.048%) GAAP
12 2 (0.048%) MiFID
13 1 (0.024%) COBIT
13 1 (0.024%) FATCA
System Software
1 24 (0.58%) VMware Infrastructure
1 24 (0.58%) Oracle RAC
2 18 (0.43%) Active Directory
3 11 (0.27%) HDFS
4 10 (0.24%) VMware ESX
5 9 (0.22%) VMware ESXi
5 9 (0.22%) XenServer
6 8 (0.19%) Postfix
6 8 (0.19%) Shibboleth
6 8 (0.19%) Samba
6 8 (0.19%) Oracle RMAN
7 5 (0.12%) Apache Flume
8 3 (0.072%) vSphere
9 2 (0.048%) Hyper-V
9 2 (0.048%) Tivoli Workload Scheduler
10 1 (0.024%) ISA Server
Systems Management
1 27 (0.65%) Opscode Chef
2 22 (0.53%) Puppet
3 14 (0.34%) Oracle Enterprise Manager
4 10 (0.24%) Oracle EDQ
5 8 (0.19%) Data Guard
5 8 (0.19%) ZABBIX
5 8 (0.19%) Salt
6 6 (0.14%) SCCM
7 4 (0.097%) SCOM
7 4 (0.097%) HP Quality Center
7 4 (0.097%) Oozie
7 4 (0.097%) SCOrch
7 4 (0.097%) Tivoli
7 4 (0.097%) Control-M
8 3 (0.072%) MOM
9 2 (0.048%) HP UCMDB
9 2 (0.048%) Legato
9 2 (0.048%) MAINVIEW
10 1 (0.024%) Foglight
Vendors
1 946 (22.84%) Oracle
2 712 (17.19%) Microsoft
3 352 (8.50%) SAP
4 300 (7.24%) Business Objects
5 251 (6.06%) Cognos
6 250 (6.04%) Informatica
7 207 (5.00%) IBM
8 158 (3.82%) Tableau
9 128 (3.09%) Teradata
10 82 (1.98%) Google
11 69 (1.67%) Salesforce.com
12 67 (1.62%) Sybase
13 57 (1.38%) MicroStrategy
14 53 (1.28%) DataFlux
15 50 (1.21%) Netezza
16 49 (1.18%) Trillium
17 45 (1.09%) hybris
17 45 (1.09%) Siebel
18 44 (1.06%) Talend
19 38 (0.92%) ATG
London
Argus Media
Salary: Up to £40,000 per annum Competitive salary up to £40k
Posted: 1 hour ago
Leeds, West Yorkshire
Understanding Recruitment
Salary: £45000 - £50000 per annum + Execllent benefits
Posted: 2 hours ago
UK
Millingham Consulting
Salary: From £55,000 to £65,000 per annum + package
Posted: 3 hours ago
East London
Clear Edge Consulting
Salary: From £45,000 to £55,000 per annum
Posted: 22 hours ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: Yesterday
City, London
McGregor Boyall
Salary: £65000 per annum
Posted: Yesterday
Hertfordshire
Harnham
Salary: £50000 - £60000 per annum + exclusive benefits
Posted: Yesterday
Hampshire
Redrock Consulting Ltd
Salary: £75000 - £90000 per annum + Car Allowance
Posted: Yesterday
Bristol, Avon
FT Select
Salary: From £45,000 to £50,000 per annum plus benefits
Posted: Yesterday
City, London
SEC Recruitment Limited
Salary: £30000 - £40000 per annum + Dependent upon experience
Posted: Yesterday
Brentford, Middlesex
Search Consultancy
Salary: £50000 - £65000 per annum + Benefits
Posted: Yesterday
London
FIRST POINT IT RESOURCING
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: Yesterday
London
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 2 days ago
East Sussex
ARC IT Recruitment Ltd
Salary: £40000 Per Annum
Posted: 2 days ago
London
ARC IT Recruitment Ltd
Salary: £30000 - £50000 Per Annum + benefits
Posted: 2 days ago
London
ARC IT Recruitment Ltd
Salary: £55000 Per Annum + benefits
Posted: 2 days ago
City, London
Ace European Group
Salary: Competitive
Posted: 2 days ago
Other
Cognizant
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Spring Technology
Salary: £42000.00 - £47000.00 per annum
Posted: 2 days ago