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

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 149 145 133
Rank change year-on-year
-4 -12
Permanent jobs citing Data Modelling 2089 2301 2277
As % of all permanent IT jobs located in England 2.02% 2.05% 2.15%
As % of the Processes & Methodologies category 2.43% 2.49% 2.68%
Number of salaries quoted 1641 1836 1744
Average salary £55,000 £52,500 £51,500
Average salary % change year-on-year
+4.76% +1.94%
90% offered a salary of more than £37,570 £35,000 £36,000
10% offered a salary of more than £80,000 £80,000 £77,500
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+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
85964 92342 85115
As % of all permanent IT jobs located in England 83.18% 82.10% 80.37%
Number of salaries quoted 70360 74842 70738
Average salary £50,000 £47,500 £47,000
Average salary % change year-on-year
+5.26% +1.06%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 17 April 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 17 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
London +1 1135 £60,000 - 134
South East -1 416 £50,000 +11.11% 40
South West -3 125 £45,000 -10.00% 19
East of England +42 115 £48,500 +14.11% 10
Yorkshire -15 94 £40,000 -4.76% 23
West Midlands -22 72 £45,500 -4.21% 9
East Midlands +29 62 £42,500 +4.02% 4
North West -31 55 £45,500 +1.11% 13
North East +5 12 £44,500 -13.17% 3
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 17 April 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 1714 (43.87%) SQL
2 1520 (38.90%) Business Intelligence
3 1307 (33.45%) Finance
4 1259 (32.22%) Data Warehouse
5 1186 (30.36%) ETL
6 965 (24.70%) Agile Software Development
7 953 (24.39%) Oracle
8 937 (23.98%) SQL Server
9 793 (20.30%) Analytical Skills
10 709 (18.15%) SQL Server Integration Services
11 681 (17.43%) Analytics
12 651 (16.66%) Microsoft
13 643 (16.46%) Java
14 638 (16.33%) Degree
15 537 (13.74%) Data Analysis
16 478 (12.23%) SQL Server Reporting Services
17 459 (11.75%) Data Management
18 446 (11.42%) Data Architecture
19 441 (11.29%) Relational Database
20 438 (11.21%) Business Analysis
21 421 (10.78%) SQL Server Analysis Services
22 417 (10.67%) UML
23 413 (10.57%) Banking
24 404 (10.34%) Big Data
25 397 (10.16%) XML
26 369 (9.44%) MS Excel
27 368 (9.42%) .NET
28 349 (8.93%) C#
29 344 (8.80%) SAP
30 334 (8.55%) T-SQL

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 17 April 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
1 199 (5.09%) SAS
2 150 (3.84%) SharePoint
3 56 (1.43%) IIS
4 53 (1.36%) Apache Pig
5 49 (1.25%) Tomcat
6 47 (1.20%) WebSphere
7 46 (1.18%) WebLogic
8 42 (1.07%) Apache
9 41 (1.05%) Apache Spark
10 40 (1.02%) JBoss
11 30 (0.77%) BizTalk Server
11 30 (0.77%) Confluence
12 22 (0.56%) Oracle Workflow
13 20 (0.51%) CMS
13 20 (0.51%) Node.js
14 17 (0.44%) Documentum
15 16 (0.41%) nginx
15 16 (0.41%) MediaWiki
15 16 (0.41%) OpenStack
16 15 (0.38%) Moodle
Applications
1 369 (9.44%) MS Excel
2 131 (3.35%) MS Office
3 126 (3.22%) SPSS
4 103 (2.64%) MS Visio
5 99 (2.53%) PowerPivot
6 36 (0.92%) MS PowerPoint
7 23 (0.59%) Spreadsheet
8 19 (0.49%) MS Project
9 7 (0.18%) CPLEX
10 4 (0.10%) OmniGraffle
10 4 (0.10%) MicroStation
11 3 (0.077%) FastStats
11 3 (0.077%) Fireworks
12 1 (0.026%) Stata
Business Applications
1 58 (1.48%) Cognos Business Intelligence
2 34 (0.87%) Dynamics CRM
3 33 (0.84%) Cognos TM1
4 32 (0.82%) Oracle EBS
5 31 (0.79%) SAP CRM
6 29 (0.74%) Google Analytics
7 18 (0.46%) Markit EDM
7 18 (0.46%) SAP ERP
8 16 (0.41%) SAP IS-U
9 15 (0.38%) Oracle ERP
10 13 (0.33%) BusinessWorks
10 13 (0.33%) Oracle EBS R12
11 11 (0.28%) Oracle Retail
11 11 (0.28%) Dynamics AX
12 10 (0.26%) SAP Oil and Gas
13 9 (0.23%) Remedy ITSM
13 9 (0.23%) Oracle BPM
14 8 (0.20%) Oracle Applications
15 7 (0.18%) SAP BPC
16 6 (0.15%) SAP FI
Cloud Services
1 95 (2.43%) Amazon AWS
2 80 (2.05%) SaaS
3 51 (1.31%) Microsoft Azure
4 33 (0.84%) PaaS
5 32 (0.82%) IaaS
6 23 (0.59%) Cloud Computing
7 17 (0.44%) Google Cloud Platform
8 13 (0.33%) Force.com
8 13 (0.33%) Terremark
8 13 (0.33%) Google Apps
9 12 (0.31%) Amazon EMR
10 8 (0.20%) Google App Engine
10 8 (0.20%) Amazon EC2
11 4 (0.10%) Lucidchart
12 3 (0.077%) Amazon S3
13 2 (0.051%) Amazon ELB
13 2 (0.051%) GitHub
13 2 (0.051%) AWS Elastic Beanstalk
13 2 (0.051%) Scribe Online
14 1 (0.026%) CallidusCloud
Communications & Networking
1 46 (1.18%) Internet
2 32 (0.82%) Firewall
3 24 (0.61%) LDAP
4 21 (0.54%) HTTP
5 20 (0.51%) Network Security
6 18 (0.46%) IPv6
7 16 (0.41%) VPN
7 16 (0.41%) LAN
7 16 (0.41%) WAN
7 16 (0.41%) IPsec
7 16 (0.41%) OSPF
7 16 (0.41%) BGP
7 16 (0.41%) EIGRP
8 15 (0.38%) SSH
9 13 (0.33%) FTP
10 11 (0.28%) Ethernet
11 7 (0.18%) TCP/IP
11 7 (0.18%) Intranet
12 6 (0.15%) DSL
12 6 (0.15%) 3G
Database & Business Intelligence
1 1259 (32.22%) Data Warehouse
2 937 (23.98%) SQL Server
3 709 (18.15%) SQL Server Integration Services
4 478 (12.23%) SQL Server Reporting Services
5 441 (11.29%) Relational Database
6 421 (10.78%) SQL Server Analysis Services
7 404 (10.34%) Big Data
8 300 (7.68%) Oracle Database
9 280 (7.17%) OLAP
10 231 (5.91%) SQL Server 2008
11 227 (5.81%) Hadoop
12 226 (5.78%) QlikView
13 223 (5.71%) Data Mining
14 215 (5.50%) RDBMS
15 196 (5.02%) Oracle BI EE
16 176 (4.50%) Oracle ODI
17 170 (4.35%) MySQL
18 150 (3.84%) Oracle Reports
19 139 (3.56%) Oracle Database 11g
20 127 (3.25%) BusinessObjects
Development Applications
1 109 (2.79%) Git (software)
2 106 (2.71%) ERwin
3 89 (2.28%) Subversion
4 76 (1.95%) JIRA
5 72 (1.84%) Toad
6 66 (1.69%) Team Foundation Server
6 66 (1.69%) Talend Open Studio
7 38 (0.97%) JUnit
7 38 (0.97%) Jenkins
8 31 (0.79%) Visual Studio
9 29 (0.74%) Mercurial
10 24 (0.61%) PowerDesigner
11 23 (0.59%) Eclipse
12 21 (0.54%) Oracle Forms
12 21 (0.54%) Rational DOORS
13 17 (0.44%) Balsamiq Mockups
14 16 (0.41%) Hudson
14 16 (0.41%) SQL Server Management Studio (SSMS)
15 15 (0.38%) Axure RP
15 15 (0.38%) Xcode
General
1 1307 (33.45%) Finance
2 413 (10.57%) Banking
3 314 (8.04%) Retail
4 170 (4.35%) Marketing
5 147 (3.76%) Telecoms
6 115 (2.94%) Investment Banking
7 93 (2.38%) Legal
8 59 (1.51%) Back Office
9 53 (1.36%) Front Office
9 53 (1.36%) Games
10 50 (1.28%) Automotive
11 48 (1.23%) Advertising
12 41 (1.05%) Aerospace
13 40 (1.02%) Publishing
14 39 (1.00%) Manufacturing
15 35 (0.90%) Financial Institution
16 28 (0.72%) Retail Banking
17 21 (0.54%) Electronics
18 20 (0.51%) Law
19 19 (0.49%) Pharmaceutical
Job Titles
1 1182 (30.25%) Developer
2 1094 (28.00%) Analyst
3 782 (20.02%) Architect
4 563 (14.41%) Business Analyst
5 325 (8.32%) Data Architect
6 282 (7.22%) Consultant
7 281 (7.19%) Business Intelligence Developer
8 242 (6.19%) Data Analyst
9 193 (4.94%) Senior Developer
10 178 (4.56%) Solutions Architect
11 151 (3.86%) Senior Analyst
12 133 (3.40%) Business Intelligence Analyst
13 123 (3.15%) SQL Developer
14 122 (3.12%) DBA
15 116 (2.97%) Business Intelligence Architect
16 109 (2.79%) Systems Analyst
17 106 (2.71%) Designer
18 101 (2.59%) Java Developer
19 99 (2.53%) Senior Business Analyst
20 95 (2.43%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 397 (10.16%) XML
2 368 (9.42%) .NET
3 267 (6.83%) Web Services
4 239 (6.12%) HTML
5 167 (4.27%) CSS
6 121 (3.10%) jQuery
7 120 (3.07%) ASP.NET
8 108 (2.76%) Middleware
8 108 (2.76%) MDX
9 102 (2.61%) J2EE
10 95 (2.43%) RESTful
11 83 (2.12%) SOAP
12 77 (1.97%) Spring
13 70 (1.79%) REST
13 70 (1.79%) WCF
14 63 (1.61%) Ajax
14 63 (1.61%) .NET Framework
14 63 (1.61%) Hibernate
15 61 (1.56%) XML Schema
16 59 (1.51%) XSD
Miscellaneous
1 793 (20.30%) Analytical Skills
2 328 (8.40%) Data Integration
3 258 (6.60%) Management Information System
4 245 (6.27%) Computer Science
5 204 (5.22%) Data Structures
6 200 (5.12%) Visualisation
7 187 (4.79%) Mathematics
8 121 (3.10%) User Experience
9 118 (3.02%) Statistics
10 90 (2.30%) Reference Data
11 77 (1.97%) Enterprise Software
12 72 (1.84%) Algorithms
12 72 (1.84%) Replication
13 69 (1.77%) Open Source
14 64 (1.64%) Mobile App
15 49 (1.25%) Data Extraction
16 47 (1.20%) Client/Server
17 45 (1.15%) Mainframe
18 43 (1.10%) Social Media
19 40 (1.02%) N-Tier
Operating Systems
1 251 (6.42%) Windows
2 241 (6.17%) UNIX
3 222 (5.68%) Linux
4 45 (1.15%) Apple iOS
5 43 (1.10%) Android
6 39 (1.00%) Windows Server 2003
7 38 (0.97%) Windows XP
8 33 (0.84%) CentOS
9 32 (0.82%) Windows Server 2008
10 16 (0.41%) Debian
10 16 (0.41%) Ubuntu
11 15 (0.38%) Red Hat Enterprise Linux
12 9 (0.23%) Windows Vista
13 8 (0.20%) Windows 7
14 6 (0.15%) Windows Phone
14 6 (0.15%) AIX
15 5 (0.13%) zOS
16 4 (0.10%) Solaris
16 4 (0.10%) BlackBerry OS
17 3 (0.077%) Windows Server 2012
Processes & Methodologies
1 1520 (38.90%) Business Intelligence
2 1186 (30.36%) ETL
3 965 (24.70%) Agile Software Development
4 681 (17.43%) Analytics
5 537 (13.74%) Data Analysis
6 459 (11.75%) Data Management
7 446 (11.42%) Data Architecture
8 438 (11.21%) Business Analysis
9 417 (10.67%) UML
10 333 (8.52%) Project Management
11 328 (8.40%) Logical Data Model
12 307 (7.86%) Scrum
13 306 (7.83%) OO
14 281 (7.19%) E-Commerce
15 279 (7.14%) Performance Tuning
16 255 (6.53%) CRM
17 254 (6.50%) Migration
18 253 (6.48%) Mentoring
19 230 (5.89%) Stakeholder Management
20 219 (5.61%) Data Governance
Programming Languages
1 1714 (43.87%) SQL
2 643 (16.46%) Java
3 349 (8.93%) C#
4 334 (8.55%) T-SQL
5 268 (6.86%) JavaScript
6 195 (4.99%) PL/SQL
7 161 (4.12%) R
8 150 (3.84%) Python
9 132 (3.38%) PHP
10 115 (2.94%) C++
11 87 (2.23%) VBA
12 81 (2.07%) C
13 80 (2.05%) MATLAB
14 74 (1.89%) Shell Script
15 72 (1.84%) Perl
16 59 (1.51%) ABAP
17 43 (1.10%) Bash Shell
18 40 (1.02%) VB
19 38 (0.97%) COBOL
20 35 (0.90%) Ruby
Qualifications
1 638 (16.33%) Degree
2 88 (2.25%) Security Cleared
3 59 (1.51%) ISEB
4 46 (1.18%) SC Cleared
5 34 (0.87%) DV Cleared
6 29 (0.74%) PhD
7 26 (0.67%) PMI Certification
8 18 (0.46%) Oracle Certification
9 13 (0.33%) OCP
9 13 (0.33%) IIBA
10 11 (0.28%) Microsoft Certification
11 9 (0.23%) HND
11 9 (0.23%) PMP
11 9 (0.23%) CBAP
12 8 (0.20%) MBA
12 8 (0.20%) Postgraduate
13 7 (0.18%) CIMA
13 7 (0.18%) PRINCE2 Practitioner
14 5 (0.13%) ISEB Practitioner
14 5 (0.13%) HNC
Quality Assurance & Compliance
1 227 (5.81%) QA
2 142 (3.63%) Data Quality
3 28 (0.72%) SLA
4 17 (0.44%) Solvency II
5 16 (0.41%) Sarbanes-Oxley
6 15 (0.38%) EMIR
7 14 (0.36%) ISO 9001
7 14 (0.36%) MiFID
8 13 (0.33%) JSP 440
9 12 (0.31%) CRD IV
10 7 (0.18%) Basel III
11 6 (0.15%) ISO/IEC 27001
11 6 (0.15%) Dodd-Frank
12 5 (0.13%) ISO 14001
13 3 (0.077%) Basel II
14 2 (0.051%) GAAP
14 2 (0.051%) PCI DSS
14 2 (0.051%) DO-178B
14 2 (0.051%) FATCA
15 1 (0.026%) COREP
System Software
1 24 (0.61%) VMware Infrastructure
2 21 (0.54%) Oracle RAC
3 18 (0.46%) HDFS
4 17 (0.44%) XenServer
5 16 (0.41%) Postfix
5 16 (0.41%) Active Directory
5 16 (0.41%) Samba
5 16 (0.41%) iptables
6 13 (0.33%) Apache Flume
7 3 (0.077%) Oracle Clusterware
7 3 (0.077%) VMware ESXi
7 3 (0.077%) VMware ESX
8 2 (0.051%) XenApp
8 2 (0.051%) XenDesktop
8 2 (0.051%) vSphere
8 2 (0.051%) Shibboleth
9 1 (0.026%) GPFS
Systems Management
1 31 (0.79%) Puppet
2 30 (0.77%) Opscode Chef
3 16 (0.41%) ZABBIX
3 16 (0.41%) HP Quality Center
4 15 (0.38%) Salt
5 14 (0.36%) Oracle Enterprise Manager
6 11 (0.28%) Oracle EDQ
7 9 (0.23%) Oracle RMAN
8 7 (0.18%) Data Guard
9 5 (0.13%) Oozie
9 5 (0.13%) Oracle Flashback
9 5 (0.13%) SCCM
10 4 (0.10%) SCOM
10 4 (0.10%) SCOrch
11 2 (0.051%) Legato
11 2 (0.051%) Tivoli
12 1 (0.026%) MOM
12 1 (0.026%) Control-M
12 1 (0.026%) HP UCMDB
Vendors
1 953 (24.39%) Oracle
2 651 (16.66%) Microsoft
3 344 (8.80%) SAP
4 281 (7.19%) Business Objects
5 280 (7.17%) Cognos
6 241 (6.17%) Tableau
7 239 (6.12%) Informatica
8 222 (5.68%) IBM
9 144 (3.69%) Teradata
10 78 (2.00%) Google
11 66 (1.69%) Talend
12 65 (1.66%) Salesforce.com
13 64 (1.64%) Sybase
14 54 (1.38%) hybris
15 50 (1.28%) MicroStrategy
16 46 (1.18%) Netezza
17 40 (1.02%) Trillium
18 37 (0.95%) Cognizant
18 37 (0.95%) ATG
19 36 (0.92%) Ab Initio
Maidenhead, Berkshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 Per Annum Plus Excellent Benefits
Posted: 5 hours ago
Surrey
Spargonet Consulting Plc
Salary: £40000 - £45000 per annum, Benefits Pension, Life Cover, Private Medic
Posted: 8 hours ago
City, London
Harnham
Salary: £60000 - £70000 per annum + 30% Value Benefits Package + Bonus
Posted: 10 hours ago
City, London
Harnham
Salary: £35000 - £45000 per annum + benefits
Posted: 12 hours ago
High Wycombe, Buckinghamshire
Randstad Technologies
Salary: £70000 per annum + Benefits
Posted: 14 hours ago
Solihull, West Midlands (County)
Jagger Talent
Salary: From £27,000 to £31,000 per annum 9 Month Contract with Potential Revi
Posted: 2 days ago
Hull, North Humberside
Senitor Associates
Salary: £28000 - £38000 per annum + Pension, Medical, 25 days
Posted: 2 days ago
Bedford, Bedfordshire
Circle Recruitment
Salary: £28000 - £40000 per annum
Posted: 2 days ago
North Yorkshire
LA International
Salary: £28000 - £32000 per annum + Excellent benefits
Posted: 2 days ago
Blackburn, Lancashire
Applause IT Innovation
Salary: £35000 - £42000 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: Benefits
Posted: 2 days ago
City, London
Ashdown IT
Posted: 2 days ago
West London
The Bridge Ltd
Salary: Market Rates
Posted: 2 days ago
London
Miller Maxwell Ltd
Salary: From £80,000 to £85,000 per annum + Competitive benefits package
Posted: 2 days ago
London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 2 days ago
Selby, North Yorkshire
Circle Recruitment
Salary: £35000 - £50000 per annum + Pension / healthcare / bonus
Posted: 2 days ago
London
Ability Resourcing
Salary: £45000 - £60000 per annum + Pension
Posted: 2 days ago
Portsmouth, Hampshire
BAE Systems
Posted: 2 days ago
Brentwood, Essex
HAYS INFORMATION TECHNOLOGY
Salary: £36000.00 - £42000.00 per annum
Posted: 2 days ago
London
Informatiq Consulting
Salary: £40000 - £90000 per annum + bonus
Posted: 2 days ago