The table below looks at the statistics 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 19 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 136 153 126
Rank change year-on-year
+17 -27
Permanent jobs citing Data Modelling 2213 1858 2424
As % of all permanent IT jobs located in England 2.03% 1.82% 2.15%
As % of the Processes & Methodologies category 2.51% 2.29% 2.76%
Number of salaries quoted 1769 1546 1954
Average salary £52,500 £52,500 £55,000
Average salary % change year-on-year
- -4.54%
90% offered a salary of more than £37,309 £37,500 £36,590
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London average salary £45,000 £45,000 £46,500
% change year-on-year
- -3.22%
Data Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
88176 81099 87843
As % of all permanent IT jobs located in England 80.70% 79.32% 77.85%
Number of salaries quoted 71038 66965 75268
Average salary £48,500 £47,500 £47,000
Average salary % change year-on-year
+2.10% +1.06%
90% offered a salary of more than £31,000 £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
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 19 August 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 19 August 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 +27 1235 £60,000 - 141
South East -23 318 £50,000 +11.11% 33
Yorkshire +27 133 £45,000 +5.88% 18
North West +25 123 £39,000 -17.89% 12
South West -29 121 £45,000 +14.64% 10
West Midlands -3 106 £42,500 -15.00% 13
East of England +15 88 £50,000 +16.27% 12
East Midlands +20 62 £42,500 +8.97% 9
North East +8 13 £40,000 -12.56% 2
Midlands +5 3 £50,000 +13.63%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 19 August 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 2048 (45.85%) SQL
2 1588 (35.55%) Business Intelligence
3 1441 (32.26%) Data Warehouse
4 1386 (31.03%) Finance
5 1240 (27.76%) SQL Server
6 1135 (25.41%) ETL
7 1072 (24.00%) Oracle
8 823 (18.42%) Microsoft
9 794 (17.77%) Degree
10 763 (17.08%) SQL Server Integration Services
11 714 (15.98%) Java
12 681 (15.25%) Analytics
13 659 (14.75%) Agile Software Development
14 658 (14.73%) Data Management
15 587 (13.14%) SQL Server Reporting Services
16 564 (12.63%) .NET
17 561 (12.56%) MS Excel
18 535 (11.98%) XML
19 516 (11.55%) T-SQL
19 516 (11.55%) Relational Database
20 504 (11.28%) Data Architecture
21 503 (11.26%) SQL Server Analysis Services
22 496 (11.10%) Business Analysis
23 490 (10.97%) Data Analysis
24 460 (10.30%) C#
25 421 (9.42%) Project Management
26 420 (9.40%) Scrum
27 413 (9.25%) UML
28 407 (9.11%) Banking
29 390 (8.73%) CRM

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 19 August 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
1 277 (6.20%) SAS
2 161 (3.60%) SharePoint
3 80 (1.79%) BizTalk Server
4 75 (1.68%) WebLogic
5 48 (1.07%) WebSphere
6 47 (1.05%) Apache Pig
6 47 (1.05%) IIS
7 45 (1.01%) Tomcat
8 34 (0.76%) CMS
9 31 (0.69%) Node.js
10 29 (0.65%) Apache
11 26 (0.58%) Oracle Workflow
12 22 (0.49%) Confluence
13 19 (0.43%) MQSeries
14 18 (0.40%) Oracle Service Bus
15 17 (0.38%) Moodle
15 17 (0.38%) Oracle SOA Suite
16 15 (0.34%) WebSphere Application Server
17 14 (0.31%) NetWeaver
18 12 (0.27%) NServiceBus
Applications
1 561 (12.56%) MS Excel
2 119 (2.66%) SPSS
3 99 (2.22%) MS Office
4 73 (1.63%) MS Visio
5 60 (1.34%) MS PowerPoint
6 52 (1.16%) PowerPivot
7 39 (0.87%) Spreadsheet
8 32 (0.72%) MS Project
9 26 (0.58%) CPLEX
10 13 (0.29%) Photoshop
11 10 (0.22%) Mingle
11 10 (0.22%) FastStats
12 7 (0.16%) S-PLUS
13 5 (0.11%) Stata
13 5 (0.11%) OmniGraffle
14 3 (0.067%) Adobe Illustrator
14 3 (0.067%) Windchill
14 3 (0.067%) AutoCAD
14 3 (0.067%) InfoPath
15 2 (0.045%) Fireworks
Business Applications
1 102 (2.28%) Dynamics CRM
2 71 (1.59%) Cognos Business Intelligence
3 63 (1.41%) Cognos TM1
4 39 (0.87%) Google Analytics
5 33 (0.74%) SAP BPC
5 33 (0.74%) SAP MDM
6 29 (0.65%) Oracle EBS
7 28 (0.63%) SAP CRM
8 26 (0.58%) WebTrends
9 20 (0.45%) SAP ERP
10 19 (0.43%) Oracle Applications
11 17 (0.38%) Oracle BPM
11 17 (0.38%) Markit EDM
12 16 (0.36%) Oracle Retail
12 16 (0.36%) Oracle EBS R12
13 13 (0.29%) Oracle Financials
13 13 (0.29%) Dynamics AX
14 12 (0.27%) Oracle Receivables
14 12 (0.27%) SiteCatalyst
14 12 (0.27%) Oracle General Ledger
Cloud Services
1 84 (1.88%) Microsoft Azure
2 75 (1.68%) SaaS
3 56 (1.25%) Amazon AWS
4 35 (0.78%) PaaS
5 26 (0.58%) IaaS
6 17 (0.38%) Cloud Computing
7 8 (0.18%) Heroku
8 6 (0.13%) Force.com
9 4 (0.090%) SuccessFactors
10 2 (0.045%) Google Apps
10 2 (0.045%) Amazon EMR
10 2 (0.045%) Amazon EC2
11 1 (0.022%) LucidChart
Communications & Networking
1 40 (0.90%) Internet
2 36 (0.81%) HTTP
3 19 (0.43%) Intranet
4 18 (0.40%) LDAP
5 17 (0.38%) Ethernet
5 17 (0.38%) SSH
6 12 (0.27%) SAN
7 9 (0.20%) Firewall
7 9 (0.20%) NAS
8 8 (0.18%) FTP
9 7 (0.16%) Wireless
10 6 (0.13%) AMQP
10 6 (0.13%) TCP/IP
11 5 (0.11%) PPP
12 4 (0.090%) MPLS
12 4 (0.090%) DNS
13 3 (0.067%) VoIP
13 3 (0.067%) WAN
13 3 (0.067%) GSM
13 3 (0.067%) LAN
Database & Business Intelligence
1 1441 (32.26%) Data Warehouse
2 1240 (27.76%) SQL Server
3 763 (17.08%) SQL Server Integration Services
4 587 (13.14%) SQL Server Reporting Services
5 516 (11.55%) Relational Database
6 503 (11.26%) SQL Server Analysis Services
7 367 (8.22%) Oracle Database
8 346 (7.75%) SQL Server 2008
9 334 (7.48%) Big Data
10 305 (6.83%) QlikView
11 292 (6.54%) OLAP
12 257 (5.75%) RDBMS
13 212 (4.75%) Hadoop
14 206 (4.61%) SQL Server 2012
15 201 (4.50%) Oracle Database 11g
16 196 (4.39%) MySQL
17 183 (4.10%) SQL Server 2005
18 160 (3.58%) Oracle BI EE
19 156 (3.49%) Data Mining
20 140 (3.13%) NoSQL
Development Applications
1 182 (4.07%) ERwin
2 123 (2.75%) Team Foundation Server
3 101 (2.26%) Git (software)
4 92 (2.06%) Subversion
5 82 (1.84%) JIRA
6 70 (1.57%) Talend Open Studio
7 61 (1.37%) Toad
8 58 (1.30%) Visual Studio
9 50 (1.12%) JUnit
10 37 (0.83%) SQL Server Management Studio (SSMS)
11 33 (0.74%) Oracle APEX
12 31 (0.69%) NUnit
13 25 (0.56%) Bugzilla
14 24 (0.54%) Selenium
15 23 (0.51%) JMeter
16 22 (0.49%) Maven
17 20 (0.45%) PowerDesigner
17 20 (0.45%) Oracle Forms
18 16 (0.36%) Jenkins
18 16 (0.36%) Eclipse
General
1 1386 (31.03%) Finance
2 407 (9.11%) Banking
3 225 (5.04%) Marketing
4 220 (4.93%) Retail
5 187 (4.19%) Investment Banking
6 145 (3.25%) Back Office
7 120 (2.69%) Advertising
8 98 (2.19%) Telecoms
9 94 (2.10%) Legal
10 73 (1.63%) Publishing
11 72 (1.61%) Front Office
12 63 (1.41%) Games
13 50 (1.12%) Pharmaceutical
14 45 (1.01%) Law
15 33 (0.74%) Billing
16 32 (0.72%) Manufacturing
17 31 (0.69%) Financial Institution
18 27 (0.60%) Automotive
19 20 (0.45%) Electronics
20 14 (0.31%) French Language
Job Titles
1 1366 (30.58%) Developer
2 1066 (23.86%) Analyst
3 884 (19.79%) Architect
4 609 (13.63%) Business Analyst
5 406 (9.09%) Consultant
6 380 (8.51%) Data Architect
7 254 (5.69%) Senior Developer
8 242 (5.42%) SQL Developer
9 240 (5.37%) Business Intelligence Developer
10 196 (4.39%) Data Analyst
11 171 (3.83%) Java Developer
12 168 (3.76%) Solutions Architect
13 159 (3.56%) DBA
14 149 (3.34%) Senior Analyst
15 132 (2.96%) Data Modeller
16 120 (2.69%) Business Developer
16 120 (2.69%) Systems Analyst
17 117 (2.62%) SQL Server Developer
18 105 (2.35%) Designer
19 101 (2.26%) SQL DBA
Libraries, Frameworks & Software Standards
1 564 (12.63%) .NET
2 535 (11.98%) XML
3 321 (7.19%) Web Services
4 315 (7.05%) HTML
5 266 (5.95%) CSS
6 215 (4.81%) ASP.NET
7 150 (3.36%) Spring
8 133 (2.98%) MDX
9 130 (2.91%) jQuery
10 123 (2.75%) J2EE
11 120 (2.69%) Hibernate
12 112 (2.51%) .NET Framework
13 96 (2.15%) SOAP
13 96 (2.15%) WCF
14 89 (1.99%) HTML5
14 89 (1.99%) Ajax
15 86 (1.93%) ASP.NET MVC
16 67 (1.50%) Middleware
17 53 (1.19%) REST
17 53 (1.19%) XML Messaging
Miscellaneous
1 349 (7.81%) Data Integration
2 333 (7.45%) Computer Science
3 267 (5.98%) Management Information System
4 195 (4.37%) Visualisation
5 180 (4.03%) Mathematics
6 162 (3.63%) Statistics
7 101 (2.26%) Derivative
8 99 (2.22%) Reference Data
9 90 (2.01%) Enterprise Software
10 80 (1.79%) Open Source
11 78 (1.75%) Foreign Exchange (FX)
12 61 (1.37%) N-Tier
13 59 (1.32%) Economics
14 58 (1.30%) Replication
15 49 (1.10%) Digital Media
16 48 (1.07%) Physics
17 46 (1.03%) Clustering
17 46 (1.03%) Mainframe
18 45 (1.01%) Social Media
18 45 (1.01%) Equities
Operating Systems
1 268 (6.00%) Windows
2 242 (5.42%) UNIX
3 203 (4.54%) Linux
4 43 (0.96%) Windows Server 2008
5 25 (0.56%) Windows Server 2003
6 19 (0.43%) CentOS
7 18 (0.40%) Windows Server 2012
7 18 (0.40%) Apple iOS
8 17 (0.38%) Solaris
8 17 (0.38%) Android
8 17 (0.38%) Red Hat Enterprise Linux
9 16 (0.36%) Windows XP
10 14 (0.31%) AIX
11 8 (0.18%) Windows 7
12 7 (0.16%) Ubuntu
12 7 (0.16%) Windows 8
13 3 (0.067%) Oracle Linux
14 2 (0.045%) Debian
14 2 (0.045%) HPUX
15 1 (0.022%) Windows NT
Processes & Methodologies
1 1588 (35.55%) Business Intelligence
2 1135 (25.41%) ETL
3 681 (15.25%) Analytics
4 659 (14.75%) Agile Software Development
5 658 (14.73%) Data Management
6 504 (11.28%) Data Architecture
7 496 (11.10%) Business Analysis
8 490 (10.97%) Data Analysis
9 421 (9.42%) Project Management
10 420 (9.40%) Scrum
11 413 (9.25%) UML
12 390 (8.73%) CRM
13 388 (8.69%) Performance Tuning
14 332 (7.43%) Migration
15 302 (6.76%) OO
16 296 (6.63%) SOA
17 281 (6.29%) Master Data Management
18 273 (6.11%) Data Governance
19 257 (5.75%) Stakeholder Management
20 255 (5.71%) Use Case
Programming Languages
1 2048 (45.85%) SQL
2 714 (15.98%) Java
3 516 (11.55%) T-SQL
4 460 (10.30%) C#
5 326 (7.30%) JavaScript
6 218 (4.88%) Python
7 205 (4.59%) PL/SQL
8 143 (3.20%) C++
9 110 (2.46%) PHP
10 94 (2.10%) Perl
11 93 (2.08%) R
12 88 (1.97%) VBA
13 86 (1.93%) Ruby
14 74 (1.66%) VB
15 67 (1.50%) Shell Script
16 57 (1.28%) C
17 52 (1.16%) VB.NET
18 49 (1.10%) MATLAB
19 44 (0.99%) Groovy
20 39 (0.87%) ABAP
Qualifications
1 794 (17.77%) Degree
2 102 (2.28%) Microsoft Certification
3 86 (1.93%) Security Cleared
4 82 (1.84%) ISEB
5 49 (1.10%) PhD
6 34 (0.76%) SC Cleared
7 32 (0.72%) MCAD
8 26 (0.58%) MCITP
9 22 (0.49%) IIBA
10 20 (0.45%) Oracle Certification
11 18 (0.40%) PMI Certification
12 16 (0.36%) ITIL Certification
13 15 (0.34%) MCP
14 14 (0.31%) ISTQB
15 12 (0.27%) MCTS
16 11 (0.25%) HND
17 10 (0.22%) MCSE
18 9 (0.20%) MBA
18 9 (0.20%) ACCA
19 8 (0.18%) PMP
Quality Assurance & Compliance
1 220 (4.93%) QA
2 206 (4.61%) Data Quality
3 25 (0.56%) SLA
4 23 (0.51%) ISO 9001
4 23 (0.51%) Solvency II
5 20 (0.45%) MiFID
5 20 (0.45%) Basel II
6 13 (0.29%) EMIR
7 12 (0.27%) FATCA
8 11 (0.25%) ISO 8583
8 11 (0.25%) Dodd-Frank
9 8 (0.18%) Basel III
9 8 (0.18%) Sarbanes-Oxley
10 7 (0.16%) ISO/IEC 27001
11 6 (0.13%) COREP
11 6 (0.13%) PCI DSS
12 5 (0.11%) JSP 440
12 5 (0.11%) FINREP
13 3 (0.067%) COBIT
14 2 (0.045%) CRD IV
System Software
1 31 (0.69%) Active Directory
2 27 (0.60%) Oracle RAC
3 16 (0.36%) HDFS
4 15 (0.34%) Shibboleth
5 13 (0.29%) VMware Infrastructure
6 7 (0.16%) VMware ESX
7 5 (0.11%) vSphere
8 4 (0.090%) Oracle RMAN
8 4 (0.090%) Tivoli Workload Scheduler
9 3 (0.067%) Apache ZooKeeper
10 2 (0.045%) GPFS
10 2 (0.045%) Apache Flume
11 1 (0.022%) ISA Server
11 1 (0.022%) Samba
11 1 (0.022%) Hyper-V
11 1 (0.022%) XenServer
11 1 (0.022%) Postfix
Systems Management
1 14 (0.31%) MOM
2 11 (0.25%) Control-M
3 8 (0.18%) Opscode Chef
4 7 (0.16%) Tivoli
5 6 (0.13%) Oracle EDQ
5 6 (0.13%) SCCM
6 4 (0.090%) Forefront Identity Manager
6 4 (0.090%) Data Guard
6 4 (0.090%) WSUS
6 4 (0.090%) WMI
6 4 (0.090%) Nagios
7 3 (0.067%) Puppet
8 2 (0.045%) HP UCMDB
8 2 (0.045%) Sysprep
8 2 (0.045%) SCOM
9 1 (0.022%) Netcool
9 1 (0.022%) Netcool/OMNIbus
9 1 (0.022%) Oracle Enterprise Manager
9 1 (0.022%) Backup Exec
9 1 (0.022%) Norton AntiVirus
Vendors
1 1072 (24.00%) Oracle
2 823 (18.42%) Microsoft
3 320 (7.16%) Cognos
4 319 (7.14%) SAP
5 300 (6.72%) Business Objects
6 272 (6.09%) IBM
7 260 (5.82%) Informatica
8 225 (5.04%) Tableau
9 173 (3.87%) Teradata
10 92 (2.06%) MicroStrategy
11 89 (1.99%) Google
12 83 (1.86%) Siebel
13 82 (1.84%) Salesforce.com
14 80 (1.79%) Sybase
15 70 (1.57%) Talend
16 47 (1.05%) Netezza
17 40 (0.90%) Facebook
18 37 (0.83%) Ab Initio
19 35 (0.78%) Trillium
20 34 (0.76%) VMware
Basingstoke, Hampshire
Aston Carter
Salary: £40000 - £45000 per annum + Benefits and bonus
Posted: 11 hours ago
London
Venturi
Salary: £45000 - £50000 per annum + Benefits
Posted: 12 hours ago
London
Circle Recruitment
Salary: £200 - £250 per day
Posted: 13 hours ago
London
Careerwise UK Limited
Salary: £70000 per annum + benefits
Posted: 13 hours ago
South East London
Network Rail
Salary: From £25,000 to £40,000 per annum dependent on experience
Posted: 15 hours ago
Surrey
BARCLAY ANDERSON LIMITED
Salary: From £38,000 to £40,000 per annum + Bonus + Benefits Packages
Posted: 15 hours ago
Milton Keynes, Buckinghamshire
Harvey Nash plc
Posted: 18 hours ago
London
Cititec
Salary: Market related
Posted: 21 hours ago
Derbyshire
Oscar Associates (UK) Ltd
Salary: £30000 - £42000 per annum
Posted: 22 hours ago
London
Venturi
Salary: £42000.00 - £48000.00 per annum + Bonus & Benefits
Posted: 22 hours ago
London
The People Network
Salary: £65000 - £88000 per annum + Package
Posted: Yesterday
City, London
Xist4 IT Recruitment
Salary: £35-40,000 + £10k Bonus
Posted: Yesterday
Brighton, East Sussex
eCom Recruitment
Salary: From £42,000 to £48,000 per annum 42-48k + benefits
Posted: Yesterday
Surrey
Spargonet Consulting Plc
Salary: £55000 to £70000 per annum - Pension, Life Assurance and Medical
Posted: Yesterday
Hatfield, Hertfordshire
Big Red Recruitment
Salary: £40000 - £45000 per annum
Posted: Yesterday
Hampshire
Crimson Ltd
Salary: £35000 - £55000 per annum + benefits, bonus
Posted: Yesterday
Oxfordshire
Talent International
Salary: £0.00 per annum + Salary DOE
Posted: Yesterday
Barrow-In-Furness, Cumbria
BAE Systems
Salary: £31000 - £45000 per annum
Posted: Yesterday
London
Connectus
Salary: £60000 - £80000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
NSK International Consultants Ltd
Salary: From £45,000 to £65,000 per annum Plus Benefits
Posted: Yesterday