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 24 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 158 141 155
Rank change year-on-year
-17 +14
Permanent jobs citing Data Modelling 1955 2105 2034
As % of all permanent IT jobs located in England 1.89% 2.09% 1.89%
As % of the Processes & Methodologies category 2.29% 2.55% 2.37%
Number of salaries quoted 1528 1677 1709
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 £35,000 £37,000 £35,400
10% offered a salary of more than £77,500 £82,500 £75,500
UK excluding London average salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%
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
85300 82408 85840
As % of all permanent IT jobs located in England 82.36% 81.93% 79.78%
Number of salaries quoted 70869 66754 73764
Average salary £48,000 £47,500 £45,000
Average salary % change year-on-year
+1.05% +5.55%
90% offered a salary of more than £31,500 £30,000 £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 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 24 December 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 24 December 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 -4 1072 £60,000 -4.00% 98
South East -53 291 £45,000 -10.00% 20
East of England +15 140 £47,500 +1.06% 5
Yorkshire -15 117 £45,000 +16.88% 7
South West -22 115 £45,500 -4.21% 13
North West -4 84 £43,500 -3.33% 10
West Midlands -50 67 £42,500 +13.33% 6
East Midlands +35 50 £45,000 +5.88% 4
North East -23 3 £50,875 -
Midlands -4 1 - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 24 December 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 1742 (43.67%) SQL
2 1464 (36.70%) Business Intelligence
3 1227 (30.76%) Finance
4 1210 (30.33%) Data Warehouse
5 1041 (26.10%) Agile Software Development
6 1033 (25.90%) ETL
7 1028 (25.77%) SQL Server
8 899 (22.54%) Oracle
9 732 (18.35%) Analytical Skills
10 686 (17.20%) Microsoft
11 678 (17.00%) SQL Server Integration Services
12 616 (15.44%) Java
13 613 (15.37%) Degree
14 524 (13.14%) SQL Server Reporting Services
14 524 (13.14%) Analytics
15 506 (12.68%) Data Management
16 504 (12.63%) .NET
17 483 (12.11%) SQL Server Analysis Services
18 461 (11.56%) Data Analysis
19 460 (11.53%) Business Analysis
20 456 (11.43%) Relational Database
21 453 (11.36%) Project Management
22 432 (10.83%) MS Excel
23 428 (10.73%) C#
24 418 (10.48%) UML
25 411 (10.30%) XML
26 399 (10.00%) Data Architecture
27 386 (9.68%) Scrum
28 383 (9.60%) T-SQL
29 377 (9.45%) Banking

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 24 December 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
1 237 (5.94%) SAS
2 217 (5.44%) SharePoint
3 54 (1.35%) WebSphere
4 50 (1.25%) WebLogic
5 47 (1.18%) BizTalk Server
6 46 (1.15%) Apache Pig
7 45 (1.13%) IIS
8 44 (1.10%) Tomcat
9 33 (0.83%) JBoss
10 30 (0.75%) CMS
10 30 (0.75%) Oracle Service Bus
11 27 (0.68%) Node.js
11 27 (0.68%) Apache
12 23 (0.58%) Oracle Workflow
12 23 (0.58%) Confluence
13 22 (0.55%) SharePoint 2010
14 21 (0.53%) Oracle SOA Suite
15 20 (0.50%) Moodle
16 19 (0.48%) Elasticsearch
17 18 (0.45%) NetWeaver
Applications
1 432 (10.83%) MS Excel
2 129 (3.23%) MS Office
3 122 (3.06%) PowerPivot
4 91 (2.28%) SPSS
5 88 (2.21%) MS Visio
6 37 (0.93%) MS Project
7 34 (0.85%) MS PowerPoint
8 25 (0.63%) Spreadsheet
9 16 (0.40%) CPLEX
10 6 (0.15%) Photoshop
11 5 (0.13%) Stata
12 4 (0.10%) FastStats
12 4 (0.10%) S-PLUS
13 3 (0.075%) OmniGraffle
14 2 (0.050%) Fireworks
Business Applications
1 71 (1.78%) Cognos Business Intelligence
2 56 (1.40%) Dynamics CRM
3 34 (0.85%) Cognos TM1
4 31 (0.78%) SAP ERP
5 30 (0.75%) SAP CRM
6 24 (0.60%) Oracle EBS
6 24 (0.60%) Google Analytics
7 22 (0.55%) Markit EDM
8 17 (0.43%) SAP BPC
9 15 (0.38%) SAP FI
10 13 (0.33%) SAP FI/CO
10 13 (0.33%) SAP CO
11 11 (0.28%) Dynamics AX
11 11 (0.28%) SAP IS-U
11 11 (0.28%) SAP MDM
11 11 (0.28%) Oracle Retail
12 7 (0.18%) Oracle BPM
12 7 (0.18%) Oracle Applications
13 6 (0.15%) Oracle EBS R12
13 6 (0.15%) SAP Oil and Gas
Cloud Services
1 72 (1.80%) SaaS
2 66 (1.65%) Microsoft Azure
3 39 (0.98%) Amazon AWS
4 35 (0.88%) PaaS
5 32 (0.80%) IaaS
6 20 (0.50%) Cloud Computing
7 8 (0.20%) SuccessFactors
8 7 (0.18%) Google Apps
8 7 (0.18%) Terremark
8 7 (0.18%) Google Cloud Platform
8 7 (0.18%) Amazon EC2
9 5 (0.13%) Force.com
9 5 (0.13%) GitHub
10 3 (0.075%) LucidChart
11 1 (0.025%) Amazon S3
11 1 (0.025%) Rackspace Cloud
Communications & Networking
1 60 (1.50%) Internet
2 23 (0.58%) Firewall
3 22 (0.55%) HTTP
4 21 (0.53%) LDAP
5 20 (0.50%) SSH
6 16 (0.40%) Intranet
7 14 (0.35%) Ethernet
8 13 (0.33%) FTP
9 12 (0.30%) SAN
10 11 (0.28%) MPLS
11 10 (0.25%) TCP/IP
12 9 (0.23%) IPv6
13 8 (0.20%) NAS
14 7 (0.18%) Wireless
15 6 (0.15%) Network Security
16 5 (0.13%) LTE
16 5 (0.13%) VLAN
16 5 (0.13%) IPsec
16 5 (0.13%) 2G
16 5 (0.13%) OSPF
Database & Business Intelligence
1 1210 (30.33%) Data Warehouse
2 1028 (25.77%) SQL Server
3 678 (17.00%) SQL Server Integration Services
4 524 (13.14%) SQL Server Reporting Services
5 483 (12.11%) SQL Server Analysis Services
6 456 (11.43%) Relational Database
7 330 (8.27%) SQL Server 2008
8 307 (7.70%) Big Data
9 264 (6.62%) Oracle Database
10 259 (6.49%) OLAP
11 236 (5.92%) QlikView
12 224 (5.62%) RDBMS
13 189 (4.74%) MySQL
14 174 (4.36%) Oracle BI EE
14 174 (4.36%) Hadoop
14 174 (4.36%) SQL Server 2012
15 149 (3.74%) Data Mining
16 142 (3.56%) Oracle ODI
17 125 (3.13%) Oracle Database 11g
18 124 (3.11%) OLAP Cube
Development Applications
1 122 (3.06%) Git (software)
2 104 (2.61%) ERwin
3 102 (2.56%) Team Foundation Server
4 99 (2.48%) Subversion
5 75 (1.88%) JIRA
6 41 (1.03%) Talend Open Studio
7 34 (0.85%) Balsamiq Mockups
7 34 (0.85%) Axure RP
8 32 (0.80%) Visual Studio
8 32 (0.80%) Oracle Forms
9 31 (0.78%) JUnit
9 31 (0.78%) Toad
10 28 (0.70%) SQL Server Management Studio (SSMS)
11 25 (0.63%) Jenkins
12 22 (0.55%) Oracle APEX
13 21 (0.53%) PowerDesigner
14 19 (0.48%) Mercurial
15 13 (0.33%) Xcode
15 13 (0.33%) NUnit
16 12 (0.30%) Eclipse
General
1 1227 (30.76%) Finance
2 377 (9.45%) Banking
3 236 (5.92%) Retail
4 177 (4.44%) Marketing
5 130 (3.26%) Telecoms
6 125 (3.13%) Investment Banking
7 104 (2.61%) Legal
8 72 (1.80%) Back Office
9 67 (1.68%) Publishing
10 64 (1.60%) Games
11 51 (1.28%) Front Office
12 43 (1.08%) Advertising
13 42 (1.05%) Automotive
14 37 (0.93%) Pharmaceutical
15 36 (0.90%) Financial Institution
15 36 (0.90%) Aerospace
16 35 (0.88%) Law
17 30 (0.75%) German Language
18 29 (0.73%) Retail Banking
19 26 (0.65%) Manufacturing
Job Titles
1 1285 (32.21%) Developer
2 1000 (25.07%) Analyst
3 802 (20.11%) Architect
4 608 (15.24%) Business Analyst
5 321 (8.05%) Consultant
6 308 (7.72%) Business Intelligence Developer
7 295 (7.40%) Data Architect
8 226 (5.67%) Senior Developer
9 195 (4.89%) Data Analyst
10 169 (4.24%) Solutions Architect
11 152 (3.81%) DBA
12 129 (3.23%) SQL Developer
13 124 (3.11%) Business Developer
14 119 (2.98%) Senior Analyst
15 111 (2.78%) Java Developer
16 109 (2.73%) Business Intelligence Architect
17 99 (2.48%) Systems Analyst
18 97 (2.43%) Designer
19 89 (2.23%) SQL DBA
20 87 (2.18%) Business Architect
Libraries, Frameworks & Software Standards
1 504 (12.63%) .NET
2 411 (10.30%) XML
3 269 (6.74%) Web Services
4 259 (6.49%) HTML
5 191 (4.79%) CSS
6 187 (4.69%) ASP.NET
7 133 (3.33%) jQuery
8 96 (2.41%) J2EE
9 95 (2.38%) Spring
10 86 (2.16%) SOAP
11 82 (2.06%) RESTful
12 81 (2.03%) .NET Framework
12 81 (2.03%) MDX
13 80 (2.01%) Ajax
14 79 (1.98%) WCF
15 72 (1.80%) XML Schema
16 68 (1.70%) Middleware
17 65 (1.63%) HTML5
18 62 (1.55%) Hibernate
19 60 (1.50%) COM
Miscellaneous
1 732 (18.35%) Analytical Skills
2 354 (8.87%) Data Integration
3 255 (6.39%) Computer Science
4 242 (6.07%) Management Information System
5 215 (5.39%) Data Structures
6 186 (4.66%) Mathematics
7 179 (4.49%) Visualisation
8 169 (4.24%) User Experience
9 113 (2.83%) Statistics
10 84 (2.11%) Algorithms
11 81 (2.03%) Enterprise Software
12 77 (1.93%) Mobile App
13 68 (1.70%) Reference Data
14 63 (1.58%) Open Source
15 62 (1.55%) Replication
16 58 (1.45%) Clustering
17 52 (1.30%) Derivative
18 51 (1.28%) Social Media
19 50 (1.25%) Foreign Exchange (FX)
20 38 (0.95%) Economics
Operating Systems
1 260 (6.52%) Windows
2 205 (5.14%) UNIX
3 182 (4.56%) Linux
4 46 (1.15%) Apple iOS
5 39 (0.98%) Android
6 26 (0.65%) CentOS
7 25 (0.63%) Windows XP
8 24 (0.60%) Windows Server 2008
9 21 (0.53%) Red Hat Enterprise Linux
10 17 (0.43%) AIX
11 16 (0.40%) Windows Server 2003
12 10 (0.25%) Solaris
13 6 (0.15%) Ubuntu
14 5 (0.13%) Debian
15 4 (0.10%) Windows Server 2012
15 4 (0.10%) Windows Phone
16 2 (0.050%) SUSE Linux Enterprise Server
16 2 (0.050%) BlackBerry OS
16 2 (0.050%) Windows Vista
16 2 (0.050%) SUSE
Processes & Methodologies
1 1464 (36.70%) Business Intelligence
2 1041 (26.10%) Agile Software Development
3 1033 (25.90%) ETL
4 524 (13.14%) Analytics
5 506 (12.68%) Data Management
6 461 (11.56%) Data Analysis
7 460 (11.53%) Business Analysis
8 453 (11.36%) Project Management
9 418 (10.48%) UML
10 399 (10.00%) Data Architecture
11 386 (9.68%) Scrum
12 336 (8.42%) OO
13 303 (7.60%) Logical Data Model
14 286 (7.17%) CRM
15 276 (6.92%) Performance Tuning
16 246 (6.17%) E-Commerce
17 242 (6.07%) Use Case
18 238 (5.97%) SOA
19 227 (5.69%) Migration
20 222 (5.57%) Waterfall
Programming Languages
1 1742 (43.67%) SQL
2 616 (15.44%) Java
3 428 (10.73%) C#
4 383 (9.60%) T-SQL
5 287 (7.19%) JavaScript
6 158 (3.96%) PL/SQL
7 149 (3.74%) PHP
8 138 (3.46%) Python
9 113 (2.83%) C++
10 93 (2.33%) R
11 76 (1.91%) C
12 69 (1.73%) Perl
13 61 (1.53%) MATLAB
14 53 (1.33%) VBA
15 52 (1.30%) Shell Script
16 51 (1.28%) Ruby
17 47 (1.18%) VB
18 45 (1.13%) ABAP
19 38 (0.95%) VB.NET
20 34 (0.85%) Bash Shell
Qualifications
1 613 (15.37%) Degree
2 95 (2.38%) Security Cleared
3 94 (2.36%) ISEB
4 61 (1.53%) Microsoft Certification
5 59 (1.48%) SC Cleared
6 36 (0.90%) PMI Certification
7 31 (0.78%) PhD
8 25 (0.63%) DV Cleared
9 23 (0.58%) MCITP
10 21 (0.53%) IIBA
11 15 (0.38%) PRINCE2 Certification
12 13 (0.33%) MBA
13 12 (0.30%) ITIL Certification
14 9 (0.23%) MCSE
15 8 (0.20%) ISEB Practitioner
15 8 (0.20%) ISTQB Foundation Certification
16 6 (0.15%) PMP
17 5 (0.13%) CBAP
17 5 (0.13%) MCTS
17 5 (0.13%) HND
Quality Assurance & Compliance
1 186 (4.66%) QA
2 131 (3.28%) Data Quality
3 37 (0.93%) SLA
4 24 (0.60%) Solvency II
5 19 (0.48%) ISO 9001
6 12 (0.30%) JSP 440
7 11 (0.28%) Sarbanes-Oxley
8 7 (0.18%) ISO/IEC 27001
9 3 (0.075%) PCI DSS
9 3 (0.075%) Basel III
9 3 (0.075%) Dodd-Frank
9 3 (0.075%) COREP
10 2 (0.050%) EMIR
10 2 (0.050%) COBIT
10 2 (0.050%) MiFID
10 2 (0.050%) ISO 14001
10 2 (0.050%) Basel II
11 1 (0.025%) TickIT
11 1 (0.025%) FATCA
11 1 (0.025%) GPG13
System Software
1 30 (0.75%) Oracle RAC
2 25 (0.63%) VMware Infrastructure
3 16 (0.40%) HDFS
4 12 (0.30%) Shibboleth
4 12 (0.30%) Active Directory
5 10 (0.25%) VMware ESX
6 9 (0.23%) VMware ESXi
7 7 (0.18%) Oracle RMAN
8 6 (0.15%) XenServer
9 5 (0.13%) Tivoli Workload Scheduler
9 5 (0.13%) Samba
9 5 (0.13%) Postfix
10 4 (0.10%) Apache Flume
11 3 (0.075%) vSphere
11 3 (0.075%) Apache ZooKeeper
12 2 (0.050%) Hyper-V
13 1 (0.025%) ISA Server
Systems Management
1 19 (0.48%) Opscode Chef
2 13 (0.33%) Oracle Enterprise Manager
2 13 (0.33%) Puppet
3 9 (0.23%) Tivoli
3 9 (0.23%) Oracle EDQ
4 8 (0.20%) MOM
5 7 (0.18%) Data Guard
6 5 (0.13%) ZABBIX
6 5 (0.13%) Salt
7 4 (0.10%) SCCM
8 3 (0.075%) SCOM
8 3 (0.075%) HP UCMDB
8 3 (0.075%) Oozie
8 3 (0.075%) HP Quality Center
8 3 (0.075%) Control-M
8 3 (0.075%) SCOrch
9 2 (0.050%) MAINVIEW
9 2 (0.050%) Legato
9 2 (0.050%) Sysprep
10 1 (0.025%) Foglight
Vendors
1 899 (22.54%) Oracle
2 686 (17.20%) Microsoft
3 287 (7.19%) SAP
4 253 (6.34%) Cognos
5 248 (6.22%) Business Objects
6 208 (5.21%) IBM
6 208 (5.21%) Informatica
7 146 (3.66%) Tableau
8 129 (3.23%) Teradata
9 65 (1.63%) Sybase
9 65 (1.63%) Google
10 62 (1.55%) MicroStrategy
11 50 (1.25%) Trillium
12 48 (1.20%) DataFlux
13 47 (1.18%) Salesforce.com
14 46 (1.15%) Netezza
15 41 (1.03%) hybris
15 41 (1.03%) Talend
16 35 (0.88%) ATG
17 33 (0.83%) Cognizant
Bristol, Avon
Gold Group
Salary: £55000 - £75000 per annum
Posted: Yesterday
London
Cognizant
Posted: Yesterday
Watford, Hertfordshire
Ashdown IT
Salary: £35000 - £40000 per annum + benefits
Posted: 3 days ago
Walton-On-Thames, Surrey
Go IT Recruitment Ltd
Salary: From £50,000 to £55,000 per annum + excellent benefits
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £75000 - £90000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Consulting Point
Posted: 4 days ago
Greenford, Middlesex
Spencer Rose
Salary: £55,000 per annum + £5,700 car allowance + Bonus + Benefits
Posted: 4 days ago
Leeds, West Yorkshire
Conspicuous
Salary: Up to £40,000 per annum
Posted: 4 days ago
Southampton, Hampshire
Deerfoot IT Resources Ltd
Salary: £40000 per annum + Excellent benefits
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £30000 - £40000 per annum + bonus + bens
Posted: 4 days ago
Exeter, Devon
Edge Specialist Recruitment
Salary: £45000 - £52000 per annum
Posted: 4 days ago
Accrington, Lancashire
Applause IT Innovation
Salary: £32000 - £42000 per annum + Benefits
Posted: 5 days ago
London
McGregor Boyall
Salary: £40000 - £55000 per annum
Posted: 5 days ago
City, London
McGregor Boyall
Salary: £55000 - £60000 per annum
Posted: 5 days ago
City, London
McGregor Boyall
Salary: £50000 - £60000 per annum
Posted: 5 days ago
London
Digitech Resourcing Ltd
Salary: From £40,000 to £70,000 per annum + Bonus
Posted: 5 days ago
Reading, Berkshire
The People Network
Salary: £70000 - £80000 per annum + package
Posted: 5 days ago
London
Burns Sheehan
Salary: £55000 - £65000 per annum + Package
Posted: 5 days ago
Selby, North Yorkshire
Circle Recruitment
Salary: £35000 - £45000 per annum + Pension / healthcare / 15% bonus
Posted: 5 days ago
City, London
Sanderson
Salary: £55000 - £70000 per annum + Benefits
Posted: 5 days ago