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

Location
3 months to
1 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 150 146 126
Rank change year-on-year
-4 -20
Permanent jobs citing Data Modelling 2178 2341 2477
As % of all permanent IT jobs located in the UK 1.97% 2.02% 2.23%
As % of the Processes & Methodologies category 2.37% 2.45% 2.79%
Number of salaries quoted 1698 1827 1881
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £38,500 £35,000 £35,000
10% offered a salary of more than £80,000 £80,000 £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
92059 95447 88938
As % of all permanent IT jobs located in the UK 83.18% 82.31% 80.08%
Number of salaries quoted 74661 76531 73298
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,000 £30,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £43,800 £42,500 £40,000
% change year-on-year
+3.05% +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 1 April 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 1 April 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 -10 2013 £55,000 +4.76% 281
London -11 1105 £60,000 - 139
South East -4 397 £50,000 +11.11% 36
City of London -10 225 £60,000 - 36
South West -15 118 £45,000 +4.65% 28
East of England +29 105 £47,500 +13.09% 10
Scotland +25 95 £44,000 -6.38% 2
Surrey +45 93 £50,000 +1.52% 7
Berkshire -34 91 £55,000 +19.56% 9
Yorkshire -31 90 £40,000 -4.76% 21
Hampshire -3 72 £44,000 -2.22% 7
East Midlands +40 65 £42,500 -5.55% 6
West Midlands -27 65 £45,000 -3.22% 11
North West -16 60 £45,000 - 23
West Yorkshire -44 60 £42,500 - 11
Edinburgh +17 59 £44,000 -20.00% 1
Gloucestershire +36 55 £41,500 +3.75% 12
Buckinghamshire -2 46 £42,500 -1.16% 4
Oxfordshire +33 41 £65,000 +44.44%
Cheltenham +38 38 £41,500 +3.75% 1
Leeds -35 37 £45,000 - 7
Glasgow +12 33 £42,500 -2.85%
Manchester -16 32 £45,750 +3.09% 11
Essex +15 31 £55,000 +29.41% 1
Nottinghamshire +21 30 £40,429 -10.15% 1
Slough +14 30 £56,250 +12.50% 3
Nottingham +10 29 £40,000 -11.11% 1
Bedfordshire +31 27 £47,500 +39.70% 1
Bristol +4 27 £45,000 +28.57% 6
Cambridgeshire +15 25 £40,000 +2.56% 6

Data Modelling
Top 30 Related IT Skills

For the 6 months to 1 April 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 1797 (42.87%) SQL
2 1614 (38.50%) Business Intelligence
3 1409 (33.61%) Finance
4 1339 (31.94%) Data Warehouse
5 1247 (29.75%) ETL
6 1055 (25.17%) Agile Software Development
7 1010 (24.09%) Oracle
8 967 (23.07%) SQL Server
9 830 (19.80%) Analytical Skills
10 702 (16.75%) SQL Server Integration Services
11 695 (16.58%) Degree
12 690 (16.46%) Microsoft
13 686 (16.36%) Analytics
14 662 (15.79%) Java
15 549 (13.10%) Data Analysis
16 515 (12.29%) Data Management
17 488 (11.64%) Business Analysis
18 486 (11.59%) Relational Database
19 485 (11.57%) SQL Server Reporting Services
20 464 (11.07%) Data Architecture
21 454 (10.83%) XML
21 454 (10.83%) UML
22 452 (10.78%) Project Management
23 442 (10.54%) Banking
24 433 (10.33%) SQL Server Analysis Services
25 412 (9.83%) Big Data
26 409 (9.76%) SAP
27 403 (9.61%) MS Excel
28 376 (8.97%) .NET
29 372 (8.87%) Scrum

Data Modelling
Top Related IT Skills by Category

For the 6 months to 1 April 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
1 227 (5.42%) SAS
2 159 (3.79%) SharePoint
3 59 (1.41%) Tomcat
4 56 (1.34%) WebSphere
5 54 (1.29%) IIS
6 52 (1.24%) WebLogic
7 47 (1.12%) Apache Pig
8 44 (1.05%) Apache
9 42 (1.00%) JBoss
10 33 (0.79%) Node.js
11 32 (0.76%) Apache Spark
12 31 (0.74%) Confluence
13 30 (0.72%) NetWeaver
13 30 (0.72%) BizTalk Server
14 21 (0.50%) Oracle Workflow
15 20 (0.48%) CMS
15 20 (0.48%) Documentum
16 16 (0.38%) OpenStack
16 16 (0.38%) Elasticsearch
17 15 (0.36%) Oracle Service Bus
Applications
1 403 (9.61%) MS Excel
2 134 (3.20%) MS Office
3 128 (3.05%) SPSS
4 102 (2.43%) PowerPivot
5 95 (2.27%) MS Visio
6 37 (0.88%) MS PowerPoint
7 26 (0.62%) Spreadsheet
7 26 (0.62%) MS Project
8 9 (0.21%) CPLEX
9 4 (0.095%) OmniGraffle
10 3 (0.072%) FastStats
10 3 (0.072%) Fireworks
11 2 (0.048%) EViews
12 1 (0.024%) MicroStation
Business Applications
1 62 (1.48%) Cognos Business Intelligence
2 49 (1.17%) SAP CRM
3 36 (0.86%) Oracle EBS
4 34 (0.81%) Dynamics CRM
5 30 (0.72%) Cognos TM1
6 27 (0.64%) Radian6
7 25 (0.60%) Google Analytics
8 20 (0.48%) Markit EDM
9 19 (0.45%) SAP ERP
10 16 (0.38%) SAP IS-U
11 15 (0.36%) Oracle ERP
12 14 (0.33%) Oracle EBS R12
12 14 (0.33%) Oracle BPM
13 12 (0.29%) Dynamics AX
14 10 (0.24%) SAP Oil and Gas
14 10 (0.24%) BusinessWorks
14 10 (0.24%) SAP BPC
15 9 (0.21%) Oracle Retail
15 9 (0.21%) Remedy ITSM
16 7 (0.17%) Oracle Applications
Cloud Services
1 79 (1.88%) SaaS
2 51 (1.22%) Microsoft Azure
3 46 (1.10%) Amazon AWS
4 32 (0.76%) PaaS
5 31 (0.74%) Force.com
5 31 (0.74%) IaaS
6 24 (0.57%) Cloud Computing
7 18 (0.43%) Google Cloud Platform
8 13 (0.31%) Google Apps
8 13 (0.31%) Terremark
9 11 (0.26%) Amazon EMR
9 11 (0.26%) Amazon EC2
10 9 (0.21%) GitHub
11 8 (0.19%) Google App Engine
12 4 (0.095%) Amazon S3
12 4 (0.095%) LucidChart
13 2 (0.048%) Amazon ELB
13 2 (0.048%) AWS Elastic Beanstalk
14 1 (0.024%) Virtual Private Cloud
14 1 (0.024%) SuccessFactors
Communications & Networking
1 66 (1.57%) Internet
2 32 (0.76%) Firewall
3 27 (0.64%) HTTP
4 22 (0.52%) LDAP
5 18 (0.43%) IPv6
5 18 (0.43%) Network Security
6 15 (0.36%) SSH
7 14 (0.33%) IPsec
7 14 (0.33%) OSPF
7 14 (0.33%) BGP
7 14 (0.33%) VPN
7 14 (0.33%) LAN
7 14 (0.33%) WAN
7 14 (0.33%) EIGRP
8 13 (0.31%) FTP
9 11 (0.26%) Ethernet
10 8 (0.19%) SAN
10 8 (0.19%) TCP/IP
11 7 (0.17%) Intranet
11 7 (0.17%) MPLS
Database & Business Intelligence
1 1339 (31.94%) Data Warehouse
2 967 (23.07%) SQL Server
3 702 (16.75%) SQL Server Integration Services
4 486 (11.59%) Relational Database
5 485 (11.57%) SQL Server Reporting Services
6 433 (10.33%) SQL Server Analysis Services
7 412 (9.83%) Big Data
8 314 (7.49%) Oracle Database
9 290 (6.92%) OLAP
10 260 (6.20%) SQL Server 2008
11 243 (5.80%) Data Mining
12 237 (5.65%) QlikView
13 236 (5.63%) RDBMS
14 225 (5.37%) Hadoop
15 216 (5.15%) Oracle BI EE
16 188 (4.48%) MySQL
17 180 (4.29%) Oracle ODI
18 175 (4.17%) BusinessObjects
19 156 (3.72%) Oracle Reports
20 141 (3.36%) Oracle Database 11g
Development Applications
1 123 (2.93%) Git (software)
2 109 (2.60%) ERwin
3 98 (2.34%) Subversion
4 79 (1.88%) JIRA
5 70 (1.67%) Team Foundation Server
5 70 (1.67%) Talend Open Studio
6 66 (1.57%) Toad
7 44 (1.05%) JUnit
8 38 (0.91%) Jenkins
9 33 (0.79%) Oracle Forms
10 31 (0.74%) Mercurial
11 29 (0.69%) Visual Studio
12 27 (0.64%) Eclipse
13 26 (0.62%) Oracle APEX
13 26 (0.62%) PowerDesigner
14 19 (0.45%) Balsamiq Mockups
14 19 (0.45%) Rational DOORS
15 18 (0.43%) Axure RP
16 17 (0.41%) Ant
16 17 (0.41%) Xcode
General
1 1409 (33.61%) Finance
2 442 (10.54%) Banking
3 318 (7.59%) Retail
4 210 (5.01%) Marketing
5 156 (3.72%) Telecoms
6 111 (2.65%) Investment Banking
7 95 (2.27%) Legal
8 66 (1.57%) Back Office
9 62 (1.48%) Manufacturing
10 55 (1.31%) Games
11 50 (1.19%) Automotive
12 48 (1.15%) Publishing
13 47 (1.12%) Advertising
14 46 (1.10%) Front Office
15 43 (1.03%) Aerospace
16 36 (0.86%) Retail Banking
17 28 (0.67%) Financial Institution
18 24 (0.57%) Law
19 20 (0.48%) Pharmaceutical
19 20 (0.48%) General Ledger
Job Titles
1 1224 (29.20%) Developer
2 1141 (27.22%) Analyst
3 880 (20.99%) Architect
4 610 (14.55%) Business Analyst
5 361 (8.61%) Data Architect
6 353 (8.42%) Consultant
7 284 (6.77%) Business Intelligence Developer
8 234 (5.58%) Data Analyst
9 215 (5.13%) Solutions Architect
10 205 (4.89%) Senior Developer
11 161 (3.84%) Senior Analyst
12 139 (3.32%) DBA
13 132 (3.15%) Business Intelligence Analyst
14 129 (3.08%) Business Intelligence Consultant
15 119 (2.84%) SQL Developer
16 118 (2.81%) Business Intelligence Architect
17 109 (2.60%) Senior Business Analyst
18 107 (2.55%) Designer
19 106 (2.53%) Systems Analyst
20 94 (2.24%) SQL DBA
Libraries, Frameworks & Software Standards
1 454 (10.83%) XML
2 376 (8.97%) .NET
3 284 (6.77%) Web Services
4 261 (6.23%) HTML
5 175 (4.17%) CSS
6 127 (3.03%) Middleware
7 123 (2.93%) jQuery
8 122 (2.91%) ASP.NET
9 105 (2.50%) MDX
10 102 (2.43%) J2EE
11 99 (2.36%) RESTful
12 96 (2.29%) SOAP
13 89 (2.12%) Spring
14 86 (2.05%) XML Schema
15 71 (1.69%) REST
16 69 (1.65%) WCF
16 69 (1.65%) Ajax
17 68 (1.62%) JSON
18 67 (1.60%) HTML5
19 65 (1.55%) .NET Framework
Miscellaneous
1 830 (19.80%) Analytical Skills
2 364 (8.68%) Data Integration
3 273 (6.51%) Management Information System
4 254 (6.06%) Computer Science
5 205 (4.89%) Visualisation
6 204 (4.87%) Data Structures
7 177 (4.22%) Mathematics
8 143 (3.41%) User Experience
9 119 (2.84%) Statistics
10 96 (2.29%) Enterprise Software
11 95 (2.27%) Reference Data
12 82 (1.96%) Replication
13 81 (1.93%) Open Source
14 69 (1.65%) Algorithms
15 66 (1.57%) Mobile App
16 54 (1.29%) Social Media
17 47 (1.12%) Client/Server
18 45 (1.07%) Foreign Exchange (FX)
18 45 (1.07%) Data Extraction
19 42 (1.00%) N-Tier
Operating Systems
1 268 (6.39%) UNIX
2 267 (6.37%) Windows
3 248 (5.92%) Linux
4 49 (1.17%) Apple iOS
5 44 (1.05%) Android
6 43 (1.03%) Windows XP
7 36 (0.86%) Windows Server 2003
8 31 (0.74%) Windows Server 2008
8 31 (0.74%) CentOS
9 16 (0.38%) Red Hat Enterprise Linux
10 14 (0.33%) Debian
10 14 (0.33%) Ubuntu
11 9 (0.21%) Windows Vista
12 6 (0.14%) Windows 7
12 6 (0.14%) Windows NT
12 6 (0.14%) AIX
12 6 (0.14%) Solaris
12 6 (0.14%) Windows Phone
13 4 (0.095%) BlackBerry OS
14 3 (0.072%) Windows Server 2012
Processes & Methodologies
1 1614 (38.50%) Business Intelligence
2 1247 (29.75%) ETL
3 1055 (25.17%) Agile Software Development
4 686 (16.36%) Analytics
5 549 (13.10%) Data Analysis
6 515 (12.29%) Data Management
7 488 (11.64%) Business Analysis
8 464 (11.07%) Data Architecture
9 454 (10.83%) UML
10 452 (10.78%) Project Management
11 372 (8.87%) Scrum
12 351 (8.37%) Logical Data Model
13 332 (7.92%) OO
14 300 (7.16%) E-Commerce
15 296 (7.06%) CRM
16 289 (6.89%) Performance Tuning
17 273 (6.51%) Use Case
18 261 (6.23%) Migration
19 252 (6.01%) Mentoring
20 240 (5.73%) Stakeholder Management
Programming Languages
1 1797 (42.87%) SQL
2 662 (15.79%) Java
3 357 (8.52%) C#
4 356 (8.49%) T-SQL
5 293 (6.99%) JavaScript
6 204 (4.87%) PL/SQL
7 163 (3.89%) R
8 152 (3.63%) Python
9 143 (3.41%) PHP
10 122 (2.91%) C++
11 85 (2.03%) C
11 85 (2.03%) MATLAB
12 84 (2.00%) VBA
13 80 (1.91%) ABAP
13 80 (1.91%) Shell Script
14 71 (1.69%) Perl
15 44 (1.05%) Bash Shell
16 43 (1.03%) COBOL
17 42 (1.00%) XPath
18 41 (0.98%) VB
Qualifications
1 695 (16.58%) Degree
2 82 (1.96%) ISEB
3 79 (1.88%) Security Cleared
4 48 (1.15%) SC Cleared
5 31 (0.74%) PhD
6 30 (0.72%) DV Cleared
7 25 (0.60%) PMI Certification
8 18 (0.43%) Oracle Certification
9 14 (0.33%) Microsoft Certification
9 14 (0.33%) IIBA
10 13 (0.31%) OCP
11 9 (0.21%) HND
11 9 (0.21%) PRINCE2 Certification
11 9 (0.21%) CBAP
12 8 (0.19%) Postgraduate
13 7 (0.17%) PMP
13 7 (0.17%) MBA
14 5 (0.12%) ISEB Practitioner
14 5 (0.12%) ISTQB Foundation Certification
14 5 (0.12%) HNC
Quality Assurance & Compliance
1 228 (5.44%) QA
2 139 (3.32%) Data Quality
3 54 (1.29%) SLA
4 26 (0.62%) ISO 9001
5 20 (0.48%) Solvency II
6 13 (0.31%) Sarbanes-Oxley
6 13 (0.31%) JSP 440
7 7 (0.17%) Basel III
8 6 (0.14%) ISO/IEC 27001
9 5 (0.12%) EMIR
10 4 (0.095%) Dodd-Frank
10 4 (0.095%) MiFID
10 4 (0.095%) Basel II
10 4 (0.095%) ISO 14001
11 2 (0.048%) FATCA
11 2 (0.048%) PCI DSS
11 2 (0.048%) DO-178B
11 2 (0.048%) GAAP
11 2 (0.048%) COREP
11 2 (0.048%) CRD IV
System Software
1 25 (0.60%) VMware Infrastructure
2 22 (0.52%) Oracle RAC
3 18 (0.43%) Active Directory
4 15 (0.36%) XenServer
5 14 (0.33%) Samba
5 14 (0.33%) Postfix
5 14 (0.33%) iptables
6 12 (0.29%) HDFS
7 11 (0.26%) Apache Flume
8 6 (0.14%) VMware ESXi
8 6 (0.14%) VMware ESX
9 3 (0.072%) Oracle Clusterware
10 2 (0.048%) XenApp
10 2 (0.048%) XenDesktop
10 2 (0.048%) vSphere
10 2 (0.048%) Shibboleth
11 1 (0.024%) Hyper-V
11 1 (0.024%) GPFS
Systems Management
1 30 (0.72%) Puppet
2 29 (0.69%) Opscode Chef
3 14 (0.33%) Salt
3 14 (0.33%) Oracle Enterprise Manager
3 14 (0.33%) ZABBIX
4 11 (0.26%) Oracle EDQ
5 9 (0.21%) HP Quality Center
5 9 (0.21%) Oracle RMAN
6 7 (0.17%) Data Guard
7 5 (0.12%) Oracle Flashback
7 5 (0.12%) SCCM
8 4 (0.095%) SCOM
8 4 (0.095%) SCOrch
8 4 (0.095%) Oozie
9 2 (0.048%) Legato
9 2 (0.048%) Tivoli
9 2 (0.048%) MOM
10 1 (0.024%) Control-M
10 1 (0.024%) Foglight
10 1 (0.024%) HP UCMDB
Vendors
1 1010 (24.09%) Oracle
2 690 (16.46%) Microsoft
3 409 (9.76%) SAP
4 341 (8.13%) Business Objects
5 294 (7.01%) Informatica
6 270 (6.44%) Cognos
7 228 (5.44%) IBM
8 227 (5.42%) Tableau
9 151 (3.60%) Teradata
10 91 (2.17%) Salesforce.com
11 76 (1.81%) Google
12 70 (1.67%) Talend
13 65 (1.55%) Sybase
14 58 (1.38%) Netezza
15 53 (1.26%) hybris
16 51 (1.22%) MicroStrategy
17 50 (1.19%) Ab Initio
18 46 (1.10%) Trillium
19 43 (1.03%) Siebel
20 42 (1.00%) ATG
North East
Vertical IT
Salary: £45000 - £55000 per annum
Posted: 1 hour ago
South West London
Imperial College London
Salary: £52,630 - 60,390 per year + Excellent Benefits
Posted: 1 hour ago
Bristol, Somerset
Connectus
Posted: 12 hours ago
London
SIMPLY COMMERCE RECRUITMENT LTD
Posted: 12 hours ago
City, London
Austin Fraser
Salary: £40000.00 - £50000.00 per annum
Posted: 17 hours ago
London
Careerwise UK Limited
Salary: £50000 - £100000 per annum + benefits
Posted: 17 hours ago
Milton Keynes, Buckinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £48000.00 - £66000.00 per annum
Posted: 17 hours ago
London
Bridge Noble
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 18 hours ago
Southampton, Hampshire
Deerfoot IT Resources Ltd
Salary: £30000 - £40000 per annum + Bupa, Pension, 25 days holiday
Posted: 18 hours ago
London
Salt
Salary: £30000 - £40000 per annum
Posted: 18 hours ago
Newcastle Upon Tyne, Tyne and Wear
Harvey Nash plc
Salary: £30000 - £36000 per annum + Pension + FLexi Benefits
Posted: 19 hours ago
London
Certes Computing Ltd
Salary: £55000 - £65000 per annum + benefits
Posted: 20 hours ago
Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £60000 per annum
Posted: 20 hours ago
Bournemouth, Dorset
LV=
Salary: Competitive
Posted: 21 hours ago
Stanmore, Middlesex
Evolution Recruitment Solutions
Salary: 33,000 - 37,000
Posted: 23 hours ago
City, London
Third Republic Ltd
Salary: Unspecified
Posted: 23 hours ago
London
Careerwise UK Limited
Salary: £60000 - £80000 per annum + Car, Pension, Healthcare, bonus
Posted: 23 hours ago
London
Executive Recruitment Services (ERS)
Salary: £10000 - £40000 per annum
Posted: Yesterday
Slough, Berkshire
Data Intelligence
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £65000 - £75000 per annum + bonus, benefits
Posted: Yesterday