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 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 163 140 143
Rank change year-on-year
-23 +3
Permanent jobs citing Data Modelling 1840 2013 2110
As % of all permanent IT jobs located in England 1.86% 2.10% 2.04%
As % of the Processes & Methodologies category 2.25% 2.56% 2.55%
Number of salaries quoted 1435 1570 1711
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 £36,200 £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%
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
81768 78776 82778
As % of all permanent IT jobs located in England 82.75% 82.36% 80.15%
Number of salaries quoted 67914 63526 70746
Average salary £48,500 £47,500 £45,000
Average salary % change year-on-year
+2.10% +5.55%
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £75,000 £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 30 January 2015.

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 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
London -6 1046 £60,000 -4.00% 165
South East -42 293 £48,000 +1.05% 52
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% 11
North West -8 68 £45,000 -0.55% 21
East Midlands +42 59 £45,000 -18.18% 4
West Midlands -61 53 £41,000 -10.86% 9
North East -21 4 £39,250 +12.14% 2
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 30 January 2015, 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 1642 (42.68%) SQL
2 1437 (37.35%) Business Intelligence
3 1215 (31.58%) Finance
4 1171 (30.44%) Data Warehouse
5 1054 (27.40%) ETL
6 1006 (26.15%) Agile Software Development
7 961 (24.98%) SQL Server
8 882 (22.93%) Oracle
9 737 (19.16%) Analytical Skills
10 667 (17.34%) Microsoft
11 656 (17.05%) SQL Server Integration Services
12 610 (15.86%) Java
13 599 (15.57%) Degree
14 523 (13.60%) Analytics
15 509 (13.23%) SQL Server Reporting Services
16 469 (12.19%) Data Analysis
17 465 (12.09%) .NET
18 459 (11.93%) Relational Database
19 458 (11.91%) SQL Server Analysis Services
20 457 (11.88%) Data Management
21 448 (11.65%) UML
22 439 (11.41%) Business Analysis
23 430 (11.18%) Project Management
24 412 (10.71%) XML
25 409 (10.63%) MS Excel
26 397 (10.32%) C#
27 393 (10.22%) Data Architecture
28 372 (9.67%) Scrum
29 357 (9.28%) Banking
30 348 (9.05%) Data Integration

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 30 January 2015, 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
1 221 (5.74%) SharePoint
2 209 (5.43%) SAS
3 54 (1.40%) WebSphere
4 52 (1.35%) WebLogic
5 48 (1.25%) IIS
6 46 (1.20%) Tomcat
7 42 (1.09%) Apache Pig
7 42 (1.09%) BizTalk Server
8 31 (0.81%) Oracle Service Bus
8 31 (0.81%) CMS
8 31 (0.81%) JBoss
9 29 (0.75%) Node.js
10 27 (0.70%) Apache
11 26 (0.68%) Confluence
12 22 (0.57%) Oracle Workflow
12 22 (0.57%) SharePoint 2010
13 21 (0.55%) Oracle SOA Suite
13 21 (0.55%) Documentum
14 20 (0.52%) Elasticsearch
15 16 (0.42%) CICS
Applications
1 409 (10.63%) MS Excel
2 142 (3.69%) MS Office
3 137 (3.56%) PowerPivot
4 94 (2.44%) MS Visio
5 91 (2.37%) SPSS
6 35 (0.91%) MS Project
7 31 (0.81%) MS PowerPoint
8 26 (0.68%) Spreadsheet
9 10 (0.26%) CPLEX
10 5 (0.13%) Stata
11 4 (0.10%) OmniGraffle
12 3 (0.078%) FastStats
12 3 (0.078%) Fireworks
13 1 (0.026%) Photoshop
13 1 (0.026%) S-PLUS
Business Applications
1 75 (1.95%) Cognos Business Intelligence
2 43 (1.12%) Dynamics CRM
3 33 (0.86%) SAP ERP
4 32 (0.83%) Cognos TM1
4 32 (0.83%) SAP CRM
5 24 (0.62%) Google Analytics
6 23 (0.60%) Markit EDM
6 23 (0.60%) Oracle EBS
7 17 (0.44%) SAP BPC
8 14 (0.36%) SAP FI
9 12 (0.31%) SAP FI/CO
9 12 (0.31%) SAP CO
10 11 (0.29%) SAP IS-U
11 8 (0.21%) Dynamics AX
11 8 (0.21%) Oracle BPM
12 6 (0.16%) Remedy ITSM
12 6 (0.16%) Oracle Retail
13 5 (0.13%) Oracle EBS R12
13 5 (0.13%) SAP Oil and Gas
13 5 (0.13%) LatentZero
Cloud Services
1 75 (1.95%) SaaS
2 70 (1.82%) Microsoft Azure
3 35 (0.91%) Amazon AWS
3 35 (0.91%) PaaS
4 32 (0.83%) IaaS
5 28 (0.73%) Cloud Computing
6 15 (0.39%) Google Cloud Platform
7 13 (0.34%) Terremark
7 13 (0.34%) Google Apps
8 7 (0.18%) Google App Engine
8 7 (0.18%) Amazon EC2
9 5 (0.13%) GitHub
9 5 (0.13%) SuccessFactors
10 4 (0.10%) Force.com
10 4 (0.10%) LucidChart
11 1 (0.026%) Rackspace Cloud
11 1 (0.026%) Amazon S3
Communications & Networking
1 56 (1.46%) Internet
2 31 (0.81%) Firewall
3 20 (0.52%) LDAP
3 20 (0.52%) HTTP
4 17 (0.44%) Ethernet
4 17 (0.44%) FTP
5 16 (0.42%) SSH
6 14 (0.36%) Intranet
7 12 (0.31%) MPLS
7 12 (0.31%) IPv6
8 10 (0.26%) TCP/IP
8 10 (0.26%) SAN
9 9 (0.23%) Network Security
10 8 (0.21%) IPsec
10 8 (0.21%) OSPF
10 8 (0.21%) BGP
10 8 (0.21%) EIGRP
10 8 (0.21%) LAN
10 8 (0.21%) WAN
10 8 (0.21%) VPN
Database & Business Intelligence
1 1171 (30.44%) Data Warehouse
2 961 (24.98%) SQL Server
3 656 (17.05%) SQL Server Integration Services
4 509 (13.23%) SQL Server Reporting Services
5 459 (11.93%) Relational Database
6 458 (11.91%) SQL Server Analysis Services
7 320 (8.32%) Big Data
8 280 (7.28%) SQL Server 2008
9 261 (6.78%) Oracle Database
10 232 (6.03%) OLAP
10 232 (6.03%) QlikView
11 228 (5.93%) RDBMS
12 186 (4.83%) Oracle BI EE
13 176 (4.57%) MySQL
14 172 (4.47%) Hadoop
15 162 (4.21%) Data Mining
16 156 (4.06%) Oracle ODI
17 135 (3.51%) SQL Server 2012
18 124 (3.22%) Oracle Database 11g
19 110 (2.86%) OLAP Cube
Development Applications
1 119 (3.09%) Git (software)
2 99 (2.57%) Subversion
3 98 (2.55%) ERwin
4 81 (2.11%) Team Foundation Server
5 73 (1.90%) JIRA
6 41 (1.07%) Toad
6 41 (1.07%) Talend Open Studio
7 31 (0.81%) Axure RP
7 31 (0.81%) Mercurial
7 31 (0.81%) JUnit
8 30 (0.78%) Balsamiq Mockups
9 29 (0.75%) Oracle Forms
10 28 (0.73%) Jenkins
11 23 (0.60%) Oracle APEX
11 23 (0.60%) Visual Studio
12 19 (0.49%) Eclipse
13 18 (0.47%) Xcode
14 15 (0.39%) Rational DOORS
15 14 (0.36%) SQL Server Management Studio (SSMS)
16 13 (0.34%) VSS/SourceSafe
General
1 1215 (31.58%) Finance
2 357 (9.28%) Banking
3 226 (5.87%) Retail
4 180 (4.68%) Marketing
5 127 (3.30%) Telecoms
6 115 (2.99%) Investment Banking
7 106 (2.76%) Legal
8 68 (1.77%) Publishing
9 54 (1.40%) Back Office
10 53 (1.38%) Automotive
11 49 (1.27%) Games
12 45 (1.17%) Aerospace
13 38 (0.99%) Advertising
14 36 (0.94%) Financial Institution
15 32 (0.83%) Front Office
15 32 (0.83%) Pharmaceutical
16 30 (0.78%) German Language
16 30 (0.78%) Law
17 29 (0.75%) Manufacturing
18 28 (0.73%) Retail Banking
Job Titles
1 1206 (31.35%) Developer
2 1006 (26.15%) Analyst
3 804 (20.90%) Architect
4 591 (15.36%) Business Analyst
5 303 (7.88%) Business Intelligence Developer
6 287 (7.46%) Consultant
7 285 (7.41%) Data Architect
8 208 (5.41%) Senior Developer
9 200 (5.20%) Data Analyst
10 179 (4.65%) Solutions Architect
11 138 (3.59%) DBA
12 135 (3.51%) Senior Analyst
13 116 (3.02%) Business Intelligence Architect
14 109 (2.83%) Business Developer
15 108 (2.81%) Designer
16 100 (2.60%) SQL Developer
17 95 (2.47%) Java Developer
18 94 (2.44%) Systems Analyst
19 88 (2.29%) SQL DBA
20 87 (2.26%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 465 (12.09%) .NET
2 412 (10.71%) XML
3 276 (7.17%) Web Services
4 232 (6.03%) HTML
5 169 (4.39%) ASP.NET
6 159 (4.13%) CSS
7 133 (3.46%) jQuery
8 99 (2.57%) RESTful
9 92 (2.39%) SOAP
10 90 (2.34%) J2EE
11 89 (2.31%) MDX
12 84 (2.18%) XML Schema
13 78 (2.03%) Middleware
14 75 (1.95%) Spring
15 72 (1.87%) .NET Framework
16 71 (1.85%) WCF
17 68 (1.77%) Ajax
18 63 (1.64%) HTML5
19 60 (1.56%) JSON
20 56 (1.46%) COM
Miscellaneous
1 737 (19.16%) Analytical Skills
2 348 (9.05%) Data Integration
3 233 (6.06%) Management Information System
4 221 (5.74%) Computer Science
5 196 (5.09%) Data Structures
6 185 (4.81%) Mathematics
7 170 (4.42%) Visualisation
8 159 (4.13%) User Experience
9 107 (2.78%) Statistics
10 87 (2.26%) Enterprise Software
11 85 (2.21%) Mobile App
12 74 (1.92%) Reference Data
12 74 (1.92%) Replication
13 68 (1.77%) Algorithms
14 62 (1.61%) Social Media
15 51 (1.33%) Open Source
16 47 (1.22%) Clustering
17 44 (1.14%) 3D Graphics
18 41 (1.07%) Blackberry
19 40 (1.04%) Foreign Exchange (FX)
Operating Systems
1 270 (7.02%) Windows
2 229 (5.95%) UNIX
3 205 (5.33%) Linux
4 56 (1.46%) Apple iOS
5 48 (1.25%) Android
6 27 (0.70%) Windows XP
7 25 (0.65%) Windows Server 2008
7 25 (0.65%) CentOS
7 25 (0.65%) Windows Server 2003
8 17 (0.44%) Red Hat Enterprise Linux
9 10 (0.26%) AIX
10 9 (0.23%) Ubuntu
10 9 (0.23%) Windows Vista
11 8 (0.21%) Debian
12 6 (0.16%) Solaris
12 6 (0.16%) Windows Phone
13 4 (0.10%) BlackBerry OS
14 3 (0.078%) Windows Server 2012
14 3 (0.078%) Windows 7
15 2 (0.052%) SUSE
Processes & Methodologies
1 1437 (37.35%) Business Intelligence
2 1054 (27.40%) ETL
3 1006 (26.15%) Agile Software Development
4 523 (13.60%) Analytics
5 469 (12.19%) Data Analysis
6 457 (11.88%) Data Management
7 448 (11.65%) UML
8 439 (11.41%) Business Analysis
9 430 (11.18%) Project Management
10 393 (10.22%) Data Architecture
11 372 (9.67%) Scrum
12 346 (8.99%) OO
13 295 (7.67%) Logical Data Model
14 292 (7.59%) CRM
15 277 (7.20%) Performance Tuning
16 260 (6.76%) E-Commerce
17 247 (6.42%) Migration
18 242 (6.29%) Use Case
19 232 (6.03%) SOA
20 215 (5.59%) Stakeholder Management
Programming Languages
1 1642 (42.68%) SQL
2 610 (15.86%) Java
3 397 (10.32%) C#
4 347 (9.02%) T-SQL
5 280 (7.28%) JavaScript
6 159 (4.13%) PL/SQL
7 152 (3.95%) PHP
8 130 (3.38%) Python
9 118 (3.07%) C++
10 102 (2.65%) R
11 83 (2.16%) C
12 72 (1.87%) Perl
13 64 (1.66%) Shell Script
14 60 (1.56%) MATLAB
15 54 (1.40%) VBA
16 51 (1.33%) ABAP
17 40 (1.04%) COBOL
18 38 (0.99%) VB
19 35 (0.91%) Bash Shell
20 34 (0.88%) Ruby
Qualifications
1 599 (15.57%) Degree
2 93 (2.42%) Security Cleared
3 88 (2.29%) ISEB
4 59 (1.53%) SC Cleared
5 44 (1.14%) Microsoft Certification
6 42 (1.09%) PMI Certification
7 29 (0.75%) DV Cleared
8 23 (0.60%) PhD
9 18 (0.47%) MCITP
10 16 (0.42%) PRINCE2 Certification
10 16 (0.42%) IIBA
11 11 (0.29%) MBA
12 10 (0.26%) ISTQB Foundation Certification
13 8 (0.21%) ITIL Certification
13 8 (0.21%) ISEB Practitioner
14 6 (0.16%) MCSE
14 6 (0.16%) PMP
14 6 (0.16%) CBAP
15 5 (0.13%) HNC
15 5 (0.13%) HND
Quality Assurance & Compliance
1 185 (4.81%) QA
2 127 (3.30%) Data Quality
3 40 (1.04%) SLA
4 20 (0.52%) ISO 9001
5 19 (0.49%) Solvency II
6 15 (0.39%) JSP 440
7 11 (0.29%) Sarbanes-Oxley
8 7 (0.18%) ISO/IEC 27001
9 5 (0.13%) Basel III
10 3 (0.078%) Dodd-Frank
10 3 (0.078%) COREP
10 3 (0.078%) PCI DSS
10 3 (0.078%) Basel II
11 2 (0.052%) ISO 14001
11 2 (0.052%) GAAP
11 2 (0.052%) MiFID
11 2 (0.052%) EMIR
12 1 (0.026%) FATCA
12 1 (0.026%) COBIT
12 1 (0.026%) TickIT
System Software
1 24 (0.62%) VMware Infrastructure
2 23 (0.60%) Oracle RAC
3 18 (0.47%) Active Directory
4 11 (0.29%) HDFS
5 10 (0.26%) VMware ESX
6 9 (0.23%) VMware ESXi
6 9 (0.23%) XenServer
7 8 (0.21%) Oracle RMAN
7 8 (0.21%) Samba
7 8 (0.21%) Postfix
7 8 (0.21%) Shibboleth
8 5 (0.13%) Apache Flume
9 3 (0.078%) vSphere
10 2 (0.052%) Tivoli Workload Scheduler
10 2 (0.052%) Hyper-V
11 1 (0.026%) ISA Server
Systems Management
1 25 (0.65%) Opscode Chef
2 22 (0.57%) Puppet
3 14 (0.36%) Oracle Enterprise Manager
4 10 (0.26%) Oracle EDQ
5 8 (0.21%) Data Guard
5 8 (0.21%) ZABBIX
5 8 (0.21%) Salt
6 6 (0.16%) SCCM
7 4 (0.10%) Control-M
7 4 (0.10%) Tivoli
7 4 (0.10%) SCOM
7 4 (0.10%) HP Quality Center
7 4 (0.10%) SCOrch
7 4 (0.10%) Oozie
8 3 (0.078%) MOM
9 2 (0.052%) MAINVIEW
9 2 (0.052%) Legato
9 2 (0.052%) HP UCMDB
10 1 (0.026%) Foglight
Vendors
1 882 (22.93%) Oracle
2 667 (17.34%) Microsoft
3 291 (7.56%) SAP
4 256 (6.65%) Business Objects
5 242 (6.29%) Cognos
6 213 (5.54%) Informatica
7 195 (5.07%) IBM
8 149 (3.87%) Tableau
9 116 (3.02%) Teradata
10 81 (2.11%) Google
11 52 (1.35%) MicroStrategy
12 49 (1.27%) Trillium
13 48 (1.25%) DataFlux
14 47 (1.22%) Sybase
14 47 (1.22%) Salesforce.com
15 45 (1.17%) hybris
16 41 (1.07%) Talend
17 39 (1.01%) Netezza
18 38 (0.99%) ATG
19 33 (0.86%) Cognizant
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 1 hour ago
City, London
McGregor Boyall
Salary: £65000 per annum
Posted: 19 hours ago
Hertfordshire
Harnham
Salary: £50000 - £60000 per annum + exclusive benefits
Posted: 20 hours ago
Hampshire
Redrock Consulting Ltd
Salary: £75000 - £90000 per annum + Car Allowance
Posted: 21 hours ago
Bristol, Avon
FT Select
Salary: From £45,000 to £50,000 per annum plus benefits
Posted: 21 hours ago
City, London
SEC Recruitment Limited
Salary: £30000 - £40000 per annum + Dependent upon experience
Posted: 21 hours ago
Brentford, Middlesex
Search Consultancy
Salary: £50000 - £65000 per annum + Benefits
Posted: 21 hours ago
London
FIRST POINT IT RESOURCING
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: 21 hours ago
London
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 22 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 22 hours ago
East Sussex
ARC IT Recruitment Ltd
Salary: £40000 Per Annum
Posted: 23 hours ago
London
ARC IT Recruitment Ltd
Salary: £30000 - £50000 Per Annum + benefits
Posted: 23 hours ago
London
ARC IT Recruitment Ltd
Salary: £55000 Per Annum + benefits
Posted: 23 hours ago
City, London
Ace European Group
Salary: Competitive
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Spring Technology
Salary: £42000.00 - £47000.00 per annum
Posted: Yesterday
Bingley, West Yorkshire
SEC Recruitment Limited
Salary: £29000 - £35400 per annum + Dependent upon experience
Posted: Yesterday
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: Yesterday
Brentwood, Essex
Logic Engagements Ltd
Salary: £80000 - £95000 per annum + bonus, pension, private health
Posted: Yesterday
City, London
Annapurna
Salary: £0.00 per annum
Posted: Yesterday
Essex
Logic Engagements Ltd
Salary: £55000 per annum + bonus, pension etc.
Posted: Yesterday