The first table below looks at the demand for Data Modelling skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 25 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the England region.

Location
3 months to
25 Jul 2014
Same period 2013 Same period 2012
Data Modeling
Rank 134 154 133
Rank change year-on-year
+20 -21
Permanent jobs citing Data Modelling 2261 1829 2315
As % of all permanent IT jobs located in England 2.06% 1.80% 2.08%
As % of the Processes & Methodologies category 2.57% 2.28% 2.68%
Number of salaries quoted 1858 1507 1896
Average salary £52,500 £52,500 £55,000
Average salary % change year-on-year
- -4.54%
90% offered a salary of more than £37,000 £35,700 £36,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London average salary £45,000 £45,000 £45,000
Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
88099 80202 86245
As % of all permanent IT jobs located in England 80.44% 78.75% 77.52%
Number of salaries quoted 71608 66273 74087
Average salary £49,000 £47,500 £47,000
Average salary % change year-on-year
+3.15% +1.06%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
Data Modelling
UK

Data Modelling
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the England region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in England

Data Modelling
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the England region.

Data Modelling Salary Trend in England

Data Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Modelling across the England region over the 3 months to 25 July 2014.

Data Modelling Salary Histogram in England

Data Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the England region over the 3 months to 25 July 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
London +30 1302 £60,000 - 133
South East -33 318 £50,000 +11.11% 43
Yorkshire +26 130 £45,000 +12.50% 11
North West +23 128 £39,000 -17.89% 22
South West -21 111 £46,250 +20.12% 19
West Midlands -10 101 £41,500 -14.87% 7
East of England +8 85 £47,500 +11.76% 8
East Midlands +26 60 £42,500 +8.97% 10
North East +6 10 £40,000 -15.78% 4
Midlands 0 1 £45,000 +2.27%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 25 July 2014, IT jobs across the England region 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 2126 (47.12%) SQL
2 1618 (35.86%) Business Intelligence
3 1451 (32.16%) Data Warehouse
4 1433 (31.76%) Finance
5 1236 (27.39%) SQL Server
6 1137 (25.20%) ETL
7 1092 (24.20%) Oracle
8 831 (18.42%) Microsoft
9 793 (17.58%) Degree
10 775 (17.18%) SQL Server Integration Services
11 690 (15.29%) Java
12 683 (15.14%) Analytics
13 656 (14.54%) Agile Software Development
14 649 (14.38%) Data Management
15 582 (12.90%) SQL Server Reporting Services
16 576 (12.77%) MS Excel
17 560 (12.41%) .NET
18 546 (12.10%) T-SQL
19 535 (11.86%) Data Analysis
20 525 (11.64%) Relational Database
21 516 (11.44%) Business Analysis
22 509 (11.28%) Data Architecture
23 506 (11.21%) XML
24 499 (11.06%) SQL Server Analysis Services
25 445 (9.86%) C#
26 427 (9.46%) Banking
27 410 (9.09%) UML
28 401 (8.89%) Performance Tuning
29 399 (8.84%) Scrum
30 390 (8.64%) Project Management

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 25 July 2014, IT jobs across the England region 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
1 260 (5.76%) SAS
2 137 (3.04%) SharePoint
3 76 (1.68%) BizTalk Server
4 74 (1.64%) WebLogic
5 46 (1.02%) Tomcat
6 45 (1.00%) WebSphere
7 42 (0.93%) Apache Pig
8 41 (0.91%) IIS
9 32 (0.71%) CMS
10 29 (0.64%) Node.js
11 28 (0.62%) Apache
12 23 (0.51%) Oracle Workflow
13 20 (0.44%) Confluence
14 18 (0.40%) MQSeries
15 15 (0.33%) WebSphere Application Server
16 13 (0.29%) Oracle SOA Suite
17 12 (0.27%) Moodle
18 11 (0.24%) SharePoint 2013
18 11 (0.24%) NServiceBus
19 10 (0.22%) SharePoint 2010
Applications
1 576 (12.77%) MS Excel
2 125 (2.77%) SPSS
3 105 (2.33%) MS Office
4 75 (1.66%) MS Visio
5 54 (1.20%) MS PowerPoint
6 37 (0.82%) PowerPivot
7 36 (0.80%) Spreadsheet
7 36 (0.80%) MS Project
8 30 (0.66%) CPLEX
9 15 (0.33%) FastStats
10 12 (0.27%) Photoshop
11 10 (0.22%) InfoPath
11 10 (0.22%) Mingle
12 5 (0.11%) S-PLUS
12 5 (0.11%) Stata
13 4 (0.089%) AutoCAD
13 4 (0.089%) OmniGraffle
14 3 (0.066%) Open Workbench
14 3 (0.066%) Adobe Illustrator
14 3 (0.066%) Windchill
Business Applications
1 88 (1.95%) Dynamics CRM
2 78 (1.73%) Cognos Business Intelligence
3 60 (1.33%) Cognos TM1
4 35 (0.78%) Oracle EBS
5 33 (0.73%) SAP MDM
5 33 (0.73%) Google Analytics
6 30 (0.66%) SAP BPC
7 26 (0.58%) WebTrends
8 23 (0.51%) Oracle EBS R12
9 21 (0.47%) Oracle Financials
10 20 (0.44%) Oracle Applications
11 19 (0.42%) Oracle General Ledger
11 19 (0.42%) Oracle Receivables
12 18 (0.40%) Oracle Payables
13 17 (0.38%) Oracle Assets
13 17 (0.38%) Markit EDM
13 17 (0.38%) SAP CRM
14 15 (0.33%) Oracle Cash Management
15 13 (0.29%) Oracle Retail
15 13 (0.29%) Oracle BPM
Cloud Services
1 71 (1.57%) Microsoft Azure
2 63 (1.40%) SaaS
3 52 (1.15%) Amazon AWS
4 28 (0.62%) PaaS
5 19 (0.42%) IaaS
6 16 (0.35%) Cloud Computing
7 8 (0.18%) Heroku
8 6 (0.13%) Force.com
9 4 (0.089%) SuccessFactors
10 3 (0.066%) Amazon EC2
10 3 (0.066%) Google App Engine
10 3 (0.066%) Amazon EMR
Communications & Networking
1 38 (0.84%) Internet
2 36 (0.80%) HTTP
3 19 (0.42%) Intranet
4 17 (0.38%) SAN
5 15 (0.33%) FTP
6 12 (0.27%) Ethernet
6 12 (0.27%) SSH
7 11 (0.24%) NAS
7 11 (0.24%) LDAP
8 9 (0.20%) Broadband
9 7 (0.16%) TCP/IP
10 6 (0.13%) PPP
10 6 (0.13%) AMQP
10 6 (0.13%) Wireless
11 5 (0.11%) Firewall
12 4 (0.089%) DNS
13 3 (0.066%) HTTPS
13 3 (0.066%) GSM
13 3 (0.066%) LAN
13 3 (0.066%) SMS
Database & Business Intelligence
1 1451 (32.16%) Data Warehouse
2 1236 (27.39%) SQL Server
3 775 (17.18%) SQL Server Integration Services
4 582 (12.90%) SQL Server Reporting Services
5 525 (11.64%) Relational Database
6 499 (11.06%) SQL Server Analysis Services
7 371 (8.22%) Oracle Database
8 345 (7.65%) Big Data
9 341 (7.56%) SQL Server 2008
10 307 (6.80%) QlikView
11 293 (6.49%) OLAP
12 249 (5.52%) RDBMS
13 213 (4.72%) Hadoop
14 206 (4.57%) Oracle Database 11g
15 192 (4.26%) SQL Server 2012
16 187 (4.14%) SQL Server 2005
16 187 (4.14%) MySQL
17 185 (4.10%) Data Mining
18 161 (3.57%) Oracle BI EE
19 142 (3.15%) NoSQL
Development Applications
1 187 (4.14%) ERwin
2 113 (2.50%) Team Foundation Server
3 94 (2.08%) Git (software)
4 91 (2.02%) Subversion
5 78 (1.73%) JIRA
6 68 (1.51%) Talend Open Studio
6 68 (1.51%) Toad
7 62 (1.37%) Visual Studio
8 53 (1.17%) JUnit
9 38 (0.84%) SQL Server Management Studio (SSMS)
10 33 (0.73%) NUnit
11 31 (0.69%) Oracle APEX
12 28 (0.62%) Selenium
13 27 (0.60%) JMeter
14 26 (0.58%) Maven
15 23 (0.51%) Bugzilla
16 22 (0.49%) Oracle Forms
17 21 (0.47%) PowerDesigner
18 20 (0.44%) TeamCity
19 19 (0.42%) Eclipse
General
1 1433 (31.76%) Finance
2 427 (9.46%) Banking
3 221 (4.90%) Retail
4 213 (4.72%) Investment Banking
5 208 (4.61%) Marketing
6 143 (3.17%) Back Office
7 121 (2.68%) Advertising
8 104 (2.30%) Telecoms
9 92 (2.04%) Legal
10 83 (1.84%) Front Office
11 69 (1.53%) Publishing
12 58 (1.29%) Games
13 53 (1.17%) Law
14 47 (1.04%) Pharmaceutical
15 32 (0.71%) Financial Institution
16 31 (0.69%) Manufacturing
17 30 (0.66%) Billing
18 20 (0.44%) Automotive
19 19 (0.42%) Electronics
20 15 (0.33%) French Language
Job Titles
1 1361 (30.16%) Developer
2 1104 (24.47%) Analyst
3 880 (19.50%) Architect
4 639 (14.16%) Business Analyst
5 405 (8.98%) Consultant
6 381 (8.44%) Data Architect
7 265 (5.87%) SQL Developer
8 247 (5.47%) Senior Developer
9 245 (5.43%) Business Intelligence Developer
10 177 (3.92%) Data Analyst
11 175 (3.88%) Solutions Architect
12 168 (3.72%) DBA
13 165 (3.66%) Java Developer
14 153 (3.39%) Senior Analyst
15 130 (2.88%) Data Modeller
16 125 (2.77%) SQL Server Developer
17 118 (2.62%) Business Developer
18 114 (2.53%) Systems Analyst
19 110 (2.44%) Data Scientist
20 109 (2.42%) Designer
Libraries, Frameworks & Software Standards
1 560 (12.41%) .NET
2 506 (11.21%) XML
3 311 (6.89%) HTML
4 305 (6.76%) Web Services
5 264 (5.85%) CSS
6 193 (4.28%) ASP.NET
7 141 (3.13%) Spring
8 130 (2.88%) MDX
9 127 (2.81%) .NET Framework
10 124 (2.75%) J2EE
10 124 (2.75%) jQuery
11 113 (2.50%) Hibernate
12 92 (2.04%) HTML5
13 89 (1.97%) WCF
14 87 (1.93%) SOAP
15 82 (1.82%) ASP.NET MVC
16 81 (1.80%) Ajax
17 65 (1.44%) Middleware
18 57 (1.26%) CSS3
19 54 (1.20%) REST
Miscellaneous
1 334 (7.40%) Computer Science
2 323 (7.16%) Data Integration
3 264 (5.85%) Management Information System
4 200 (4.43%) Visualisation
5 178 (3.95%) Mathematics
6 162 (3.59%) Statistics
7 110 (2.44%) Reference Data
8 103 (2.28%) Derivative
9 86 (1.91%) Enterprise Software
10 85 (1.88%) Open Source
11 76 (1.68%) Foreign Exchange (FX)
12 74 (1.64%) N-Tier
13 66 (1.46%) Replication
14 62 (1.37%) Equities
15 60 (1.33%) Economics
16 52 (1.15%) Fixed Income
17 49 (1.09%) Digital Media
18 44 (0.98%) Physics
19 43 (0.95%) Credit Risk
19 43 (0.95%) Mainframe
Operating Systems
1 262 (5.81%) UNIX
2 260 (5.76%) Windows
3 224 (4.96%) Linux
4 46 (1.02%) Windows Server 2008
5 29 (0.64%) Windows Server 2003
6 21 (0.47%) Windows Server 2012
7 20 (0.44%) Solaris
8 19 (0.42%) Windows XP
9 17 (0.38%) Apple iOS
9 17 (0.38%) Android
10 13 (0.29%) CentOS
11 12 (0.27%) Red Hat Enterprise Linux
12 11 (0.24%) AIX
13 8 (0.18%) Windows 7
14 7 (0.16%) Ubuntu
14 7 (0.16%) Windows 8
15 4 (0.089%) Oracle Linux
16 2 (0.044%) Windows Phone
16 2 (0.044%) Debian
17 1 (0.022%) Windows Vista
Processes & Methodologies
1 1618 (35.86%) Business Intelligence
2 1137 (25.20%) ETL
3 683 (15.14%) Analytics
4 656 (14.54%) Agile Software Development
5 649 (14.38%) Data Management
6 535 (11.86%) Data Analysis
7 516 (11.44%) Business Analysis
8 509 (11.28%) Data Architecture
9 410 (9.09%) UML
10 401 (8.89%) Performance Tuning
11 399 (8.84%) Scrum
12 390 (8.64%) Project Management
13 364 (8.07%) CRM
14 330 (7.31%) Migration
15 288 (6.38%) Master Data Management
16 281 (6.23%) SOA
17 279 (6.18%) Data Governance
18 268 (5.94%) OO
19 261 (5.78%) Stakeholder Management
20 250 (5.54%) Use Case
Programming Languages
1 2126 (47.12%) SQL
2 690 (15.29%) Java
3 546 (12.10%) T-SQL
4 445 (9.86%) C#
5 308 (6.83%) JavaScript
6 237 (5.25%) Python
7 220 (4.88%) PL/SQL
8 152 (3.37%) C++
9 106 (2.35%) VBA
10 102 (2.26%) R
11 101 (2.24%) PHP
12 94 (2.08%) Perl
13 87 (1.93%) Ruby
14 75 (1.66%) VB
15 69 (1.53%) Shell Script
16 54 (1.20%) MATLAB
16 54 (1.20%) C
17 50 (1.11%) VB.NET
18 49 (1.09%) Groovy
19 35 (0.78%) ABAP
Qualifications
1 793 (17.58%) Degree
2 88 (1.95%) Microsoft Certification
3 84 (1.86%) Security Cleared
4 83 (1.84%) ISEB
5 54 (1.20%) PhD
6 33 (0.73%) MCAD
7 28 (0.62%) SC Cleared
8 19 (0.42%) PMI Certification
8 19 (0.42%) Oracle Certification
9 18 (0.40%) MCITP
9 18 (0.40%) IIBA
10 17 (0.38%) ITIL Certification
11 16 (0.35%) MCP
12 14 (0.31%) ISTQB
13 11 (0.24%) PMP
13 11 (0.24%) MCTS
13 11 (0.24%) ACCA
13 11 (0.24%) HND
14 9 (0.20%) CIMA
15 7 (0.16%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 229 (5.08%) QA
2 205 (4.54%) Data Quality
3 28 (0.62%) MiFID
4 25 (0.55%) SLA
4 25 (0.55%) Solvency II
5 23 (0.51%) ISO 9001
6 22 (0.49%) Basel II
7 20 (0.44%) EMIR
8 15 (0.33%) Dodd-Frank
8 15 (0.33%) Basel III
8 15 (0.33%) FATCA
9 13 (0.29%) Sarbanes-Oxley
10 11 (0.24%) ISO 8583
11 10 (0.22%) COREP
12 6 (0.13%) JSP 440
13 5 (0.11%) PCI DSS
13 5 (0.11%) ISO/IEC 27001
13 5 (0.11%) FINREP
14 4 (0.089%) CRD IV
15 3 (0.066%) COBIT
System Software
1 34 (0.75%) Active Directory
2 30 (0.66%) Oracle RAC
3 18 (0.40%) HDFS
4 12 (0.27%) VMware Infrastructure
5 9 (0.20%) Shibboleth
6 7 (0.16%) VMware ESX
6 7 (0.16%) Oracle RMAN
7 5 (0.11%) Tivoli Workload Scheduler
8 4 (0.089%) vSphere
9 3 (0.066%) Apache Flume
9 3 (0.066%) GPFS
10 1 (0.022%) Apache ZooKeeper
10 1 (0.022%) ISA Server
10 1 (0.022%) Samba
10 1 (0.022%) Hyper-V
10 1 (0.022%) Postfix
10 1 (0.022%) XenServer
Systems Management
1 13 (0.29%) MOM
2 10 (0.22%) Control-M
3 9 (0.20%) Oracle EDQ
4 8 (0.18%) Tivoli
5 7 (0.16%) Data Guard
6 6 (0.13%) Opscode Chef
7 5 (0.11%) SCCM
8 4 (0.089%) WMI
8 4 (0.089%) WSUS
8 4 (0.089%) Nagios
8 4 (0.089%) Forefront Identity Manager
9 2 (0.044%) Oracle Enterprise Manager
9 2 (0.044%) SCOM
9 2 (0.044%) Sysprep
10 1 (0.022%) Puppet
10 1 (0.022%) HP UCMDB
10 1 (0.022%) ZABBIX
10 1 (0.022%) HP Quality Center
10 1 (0.022%) Netcool
10 1 (0.022%) Netcool/OMNIbus
Vendors
1 1092 (24.20%) Oracle
2 831 (18.42%) Microsoft
3 339 (7.51%) Business Objects
4 334 (7.40%) SAP
5 327 (7.25%) Cognos
6 281 (6.23%) Informatica
7 256 (5.67%) IBM
8 237 (5.25%) Tableau
9 169 (3.75%) Teradata
10 90 (1.99%) Sybase
11 85 (1.88%) Siebel
11 85 (1.88%) Salesforce.com
11 85 (1.88%) Google
12 78 (1.73%) MicroStrategy
13 68 (1.51%) Talend
14 50 (1.11%) Netezza
15 39 (0.86%) Facebook
16 38 (0.84%) Trillium
17 36 (0.80%) Ab Initio
17 36 (0.80%) VMware
Berkshire
CDI Anders Elite Ltd
Salary: £30000 - £50000 per annum + bonus and package
Posted: 1 hour ago
Surrey
McGregor Boyall
Salary: £50000 - £70000 per annum
Posted: 15 hours ago
Oxfordshire
Logic Engagements Ltd
Salary: £60000 - £70000 per annum + Benefits
Posted: 17 hours ago
London
Burns Sheehan
Salary: £35000 - £40000 per annum
Posted: 18 hours ago
Solihull, West Midlands
Xoserve
Posted: 19 hours ago
Kingston Upon Thames, Surrey
Unilever
Salary: up to £49,000
Posted: 22 hours ago
Kingston Upon Thames, Surrey
Unilever
Salary: Up to £59,300
Posted: 22 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum
Posted: 22 hours ago
Kingston Upon Thames, Surrey
Unilever
Salary: Competitive
Posted: 22 hours ago
Reading, Berkshire
KDR
Salary: £50000 - £80000 per annum + Benefits/Bonus
Posted: 22 hours ago
London
C.O.A.L IT Services Ltd
Salary: Package and Bonus
Posted: 23 hours ago
London
C.O.A.L IT Services Ltd
Salary: Package and Bonus
Posted: 23 hours ago
Bristol, Avon
Sanderson
Salary: £42000.00 - £59000.00 per annum + BENEFITS
Posted: Yesterday
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £50000 - £55000 per annum + Bonus & Benefits
Posted: Yesterday
London
Coal IT Services
Salary: From £45,000 to £50,000 per annum + Package
Posted: Yesterday
City, London
Robert Half
Salary: £30000 - £35000 per annum + benefits and bonus
Posted: Yesterday
London
Stafford-Sharp Associates
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
Staines, Middlesex
Lorien Resourcing
Salary: £50000 - £56000 per annum + Pension and Benefits Package
Posted: Yesterday
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: Yesterday
Brackley, Northamptonshire
RBW Consulting
Salary: From £35,000 to £45,000 per annum
Posted: Yesterday