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 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Data Modeling
Rank 157 146 154
Rank change year-on-year
-11 +8
Permanent jobs citing Data Modelling 2004 2065 1843
As % of all permanent IT jobs located in England 1.97% 1.94% 1.87%
As % of the Processes & Methodologies category 2.31% 2.34% 2.28%
Number of salaries quoted 1625 1639 1531
Average salary £55,000 £52,500 £52,500
Average salary % change year-on-year
+4.76% -
90% offered a salary of more than £37,500 £37,121 £37,500
10% offered a salary of more than £85,000 £80,000 £75,000
UK excluding London average salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -
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
86687 88196 80823
As % of all permanent IT jobs located in England 85.08% 82.84% 81.86%
Number of salaries quoted 72435 71039 66912
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 4 September 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 4 September 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 -15 1045 £60,500 +0.83% 130
South East +26 379 £55,000 +10.00% 47
Yorkshire +18 133 £50,000 +11.11% 14
East of England +12 105 £42,500 -15.00% 5
South West -15 104 £47,500 +18.75% 18
West Midlands -10 92 £43,048 +1.28% 12
North West -30 79 £43,596 +8.98% 15
East Midlands +1 63 £55,000 +29.41% 4
Midlands -9 6 £57,500 +15.00%
North East -8 4 £43,500 +8.75% 6
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 4 September 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 1849 (45.69%) SQL
2 1714 (42.35%) Business Intelligence
3 1342 (33.16%) Finance
4 1318 (32.57%) Data Warehouse
5 1202 (29.70%) ETL
6 1131 (27.95%) SQL Server
7 1049 (25.92%) Agile Software Development
8 1014 (25.06%) Oracle
9 900 (22.24%) Microsoft
10 801 (19.79%) SQL Server Integration Services
11 790 (19.52%) Analytical Skills
12 780 (19.27%) Analytics
13 731 (18.06%) Degree
14 583 (14.41%) Java
15 565 (13.96%) Data Analysis
16 548 (13.54%) SQL Server Reporting Services
17 541 (13.37%) Data Management
18 536 (13.24%) Data Architecture
19 504 (12.45%) Banking
20 503 (12.43%) MS Excel
21 481 (11.89%) SQL Server Analysis Services
22 479 (11.84%) Big Data
23 464 (11.47%) Business Analysis
24 439 (10.85%) Logical Data Model
25 419 (10.35%) T-SQL
26 409 (10.11%) UML
27 402 (9.93%) Relational Database
28 383 (9.46%) Project Management
29 373 (9.22%) Retail
30 365 (9.02%) SDLC

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 4 September 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
1 176 (4.35%) SAS
2 154 (3.81%) SharePoint
3 68 (1.68%) Confluence
4 66 (1.63%) Apache Spark
5 64 (1.58%) Apache Pig
6 54 (1.33%) WebLogic
7 50 (1.24%) WebSphere
8 40 (0.99%) IIS
9 38 (0.94%) Apache
10 33 (0.82%) JBoss
11 30 (0.74%) Elasticsearch
12 28 (0.69%) Tomcat
12 28 (0.69%) Oracle Workflow
13 24 (0.59%) NetWeaver
14 23 (0.57%) Apache Solr
15 22 (0.54%) nginx
15 22 (0.54%) CMS
15 22 (0.54%) BizTalk Server
15 22 (0.54%) MediaWiki
16 20 (0.49%) FileNet
Applications
1 503 (12.43%) MS Excel
2 171 (4.23%) MS Office
3 132 (3.26%) MS Visio
4 105 (2.59%) PowerPivot
5 91 (2.25%) SPSS
6 49 (1.21%) MS PowerPoint
7 45 (1.11%) Spreadsheet
8 24 (0.59%) MS Project
9 5 (0.12%) MicroStation
10 4 (0.099%) OmniGraffle
11 3 (0.074%) CPLEX
11 3 (0.074%) GNU Octave
11 3 (0.074%) FastStats
12 2 (0.049%) S-PLUS
12 2 (0.049%) Stata
Business Applications
1 75 (1.85%) Dynamics CRM
2 55 (1.36%) Oracle EBS
3 34 (0.84%) SAP CRM
4 31 (0.77%) Oracle Applications
5 29 (0.72%) Cognos Business Intelligence
6 26 (0.64%) Cognos TM1
6 26 (0.64%) Dynamics AX
7 25 (0.62%) SAP SRM
8 19 (0.47%) Oracle EBS R12
9 16 (0.40%) Oracle Financials
10 15 (0.37%) Oracle General Ledger
10 15 (0.37%) Oracle Payables
10 15 (0.37%) Oracle Receivables
10 15 (0.37%) Oracle Assets
11 13 (0.32%) Oracle Retail
11 13 (0.32%) SAP MM
12 12 (0.30%) Oracle 11i
12 12 (0.30%) SAP HR
13 11 (0.27%) SAP FI
13 11 (0.27%) SAP BPC
Cloud Services
1 114 (2.82%) SaaS
2 91 (2.25%) Amazon AWS
3 69 (1.70%) Microsoft Azure
4 26 (0.64%) Google Analytics
4 26 (0.64%) IaaS
5 22 (0.54%) Cloud Computing
6 21 (0.52%) Force.com
7 20 (0.49%) PaaS
8 14 (0.35%) GitHub
9 12 (0.30%) Amazon EMR
10 9 (0.22%) Adobe Analytics
11 7 (0.17%) Office 365
12 5 (0.12%) Lucidchart
13 4 (0.099%) Terremark
13 4 (0.099%) CallidusCloud
13 4 (0.099%) Google Apps
14 2 (0.049%) Google Cloud Platform
15 1 (0.025%) Yammer
15 1 (0.025%) Veeva
15 1 (0.025%) Azure Machine Learning
Communications & Networking
1 33 (0.82%) LDAP
2 28 (0.69%) Firewall
3 26 (0.64%) Broadband
3 26 (0.64%) LAN
3 26 (0.64%) WAN
4 25 (0.62%) Internet
4 25 (0.62%) Network Security
5 22 (0.54%) IPv6
5 22 (0.54%) OSPF
5 22 (0.54%) BGP
5 22 (0.54%) EIGRP
5 22 (0.54%) IPsec
5 22 (0.54%) VPN
6 16 (0.40%) DSL
7 12 (0.30%) TCP/IP
8 9 (0.22%) SAN
8 9 (0.22%) Intranet
8 9 (0.22%) FTP
9 7 (0.17%) HTTP
10 6 (0.15%) NAS
Database & Business Intelligence
1 1318 (32.57%) Data Warehouse
2 1131 (27.95%) SQL Server
3 801 (19.79%) SQL Server Integration Services
4 548 (13.54%) SQL Server Reporting Services
5 481 (11.89%) SQL Server Analysis Services
6 479 (11.84%) Big Data
7 402 (9.93%) Relational Database
8 292 (7.22%) Oracle Database
8 292 (7.22%) BusinessObjects
9 275 (6.80%) SQL Server 2008
10 263 (6.50%) Hadoop
11 258 (6.38%) OLAP
12 237 (5.86%) QlikView
13 205 (5.07%) RDBMS
14 201 (4.97%) Data Mining
15 171 (4.23%) Oracle ODI
16 170 (4.20%) NoSQL
17 167 (4.13%) Enterprise Data Warehouse
17 167 (4.13%) Oracle Database 11g
17 167 (4.13%) Oracle BI EE
Development Applications
1 158 (3.90%) ERwin
2 122 (3.01%) Subversion
3 121 (2.99%) JIRA
4 98 (2.42%) Visual Studio
5 96 (2.37%) Team Foundation Server
6 79 (1.95%) Git (software)
7 66 (1.63%) Talend Open Studio
8 59 (1.46%) Toad
9 45 (1.11%) Jenkins
10 42 (1.04%) JUnit
11 41 (1.01%) PowerDesigner
12 32 (0.79%) SQL Server Management Studio (SSMS)
13 30 (0.74%) Oracle Forms
14 28 (0.69%) Oracle APEX
14 28 (0.69%) Maven
15 22 (0.54%) Hudson
16 19 (0.47%) Balsamiq Mockups
17 17 (0.42%) Eclipse
18 16 (0.40%) Ant
19 15 (0.37%) VSS/SourceSafe
General
1 1342 (33.16%) Finance
2 504 (12.45%) Banking
3 373 (9.22%) Retail
4 190 (4.69%) Marketing
5 131 (3.24%) Telecoms
6 126 (3.11%) Investment Banking
7 93 (2.30%) Front Office
8 75 (1.85%) Legal
9 64 (1.58%) Financial Institution
10 51 (1.26%) Back Office
11 45 (1.11%) Manufacturing
11 45 (1.11%) Advertising
11 45 (1.11%) Games
12 39 (0.96%) Publishing
12 39 (0.96%) Automotive
12 39 (0.96%) Law
13 37 (0.91%) Retail Banking
14 36 (0.89%) Pharmaceutical
15 27 (0.67%) Aerospace
16 25 (0.62%) Military
Job Titles
1 1197 (29.58%) Developer
2 1156 (28.56%) Analyst
3 725 (17.91%) Architect
4 633 (15.64%) Business Analyst
5 408 (10.08%) Data Architect
6 316 (7.81%) Consultant
6 316 (7.81%) Business Intelligence Developer
7 271 (6.70%) Data Analyst
8 212 (5.24%) Senior Developer
9 191 (4.72%) SQL Developer
10 139 (3.43%) Solutions Architect
11 128 (3.16%) Senior Analyst
12 126 (3.11%) Business Intelligence Analyst
13 120 (2.97%) Business Developer
14 115 (2.84%) Java Developer
15 111 (2.74%) Business Intelligence Consultant
16 109 (2.69%) Systems Analyst
17 108 (2.67%) Oracle Developer
18 98 (2.42%) DBA
19 95 (2.35%) Data Modeller
Libraries, Frameworks & Software Standards
1 352 (8.70%) .NET
2 348 (8.60%) XML
3 251 (6.20%) Web Services
4 159 (3.93%) HTML
5 124 (3.06%) SOAP
6 121 (2.99%) ASP.NET
7 116 (2.87%) MDX
8 114 (2.82%) CSS
9 109 (2.69%) Middleware
10 105 (2.59%) J2EE
11 96 (2.37%) REST
12 89 (2.20%) jQuery
13 79 (1.95%) RESTful
14 72 (1.78%) Hibernate
15 70 (1.73%) Spring
15 70 (1.73%) WCF
16 59 (1.46%) XML Schema
17 51 (1.26%) .NET Framework
18 50 (1.24%) XSD
19 49 (1.21%) Java EE
Miscellaneous
1 790 (19.52%) Analytical Skills
2 351 (8.67%) Data Integration
3 348 (8.60%) Management Information System
4 313 (7.73%) Computer Science
5 299 (7.39%) Data Structures
6 232 (5.73%) Visualisation
7 169 (4.18%) Mathematics
8 117 (2.89%) Statistics
9 109 (2.69%) Algorithms
10 106 (2.62%) User Experience
11 80 (1.98%) Reference Data
12 73 (1.80%) Replication
12 73 (1.80%) Enterprise Software
13 57 (1.41%) Data Extraction
14 54 (1.33%) Data Centre
15 52 (1.28%) Derivative
16 46 (1.14%) Taxonomies
16 46 (1.14%) Data Protection Act
17 40 (0.99%) Mobile App
18 35 (0.86%) Physics
Operating Systems
1 204 (5.04%) Windows
2 184 (4.55%) UNIX
3 172 (4.25%) Linux
4 36 (0.89%) Windows Server 2003
5 27 (0.67%) CentOS
6 25 (0.62%) Windows Server 2008
7 24 (0.59%) Ubuntu
8 23 (0.57%) Apple iOS
9 22 (0.54%) Debian
10 21 (0.52%) Android
11 16 (0.40%) Windows XP
12 8 (0.20%) Windows 7
13 7 (0.17%) Red Hat Enterprise Linux
14 5 (0.12%) zOS
15 3 (0.074%) Windows Vista
15 3 (0.074%) Windows Server 2012
16 2 (0.049%) AIX
17 1 (0.025%) Solaris
Processes & Methodologies
1 1714 (42.35%) Business Intelligence
2 1202 (29.70%) ETL
3 1049 (25.92%) Agile Software Development
4 780 (19.27%) Analytics
5 565 (13.96%) Data Analysis
6 541 (13.37%) Data Management
7 536 (13.24%) Data Architecture
8 464 (11.47%) Business Analysis
9 439 (10.85%) Logical Data Model
10 409 (10.11%) UML
11 383 (9.46%) Project Management
12 365 (9.02%) SDLC
13 328 (8.10%) Stakeholder Management
14 324 (8.01%) Scrum
15 317 (7.83%) Performance Tuning
16 303 (7.49%) Migration
17 270 (6.67%) CRM
18 260 (6.42%) Data Governance
19 259 (6.40%) Mentoring
20 246 (6.08%) SOA
Programming Languages
1 1849 (45.69%) SQL
2 583 (14.41%) Java
3 419 (10.35%) T-SQL
4 342 (8.45%) C#
5 272 (6.72%) PL/SQL
6 225 (5.56%) JavaScript
7 139 (3.43%) R
8 126 (3.11%) Python
9 111 (2.74%) C++
10 93 (2.30%) VBA
11 92 (2.27%) PHP
12 90 (2.22%) C
13 77 (1.90%) Shell Script
14 67 (1.66%) VB
15 66 (1.63%) Perl
16 49 (1.21%) Bash Shell
17 48 (1.19%) VB.NET
18 45 (1.11%) Data Analysis Expressions (DAX)
19 44 (1.09%) MATLAB
20 42 (1.04%) Scala
Qualifications
1 731 (18.06%) Degree
2 109 (2.69%) Security Cleared
3 79 (1.95%) ISEB
4 36 (0.89%) Oracle Certification
4 36 (0.89%) DV Cleared
5 35 (0.86%) SC Cleared
6 34 (0.84%) Microsoft Certification
7 19 (0.47%) OCP
7 19 (0.47%) MCITP
8 17 (0.42%) IIBA
9 15 (0.37%) ISTQB
9 15 (0.37%) PhD
10 14 (0.35%) Postgraduate
11 13 (0.32%) CBAP
12 12 (0.30%) MBA
13 11 (0.27%) PMI Certification
14 8 (0.20%) Sun Certification
14 8 (0.20%) PRINCE2 Practitioner
15 7 (0.17%) CIMA
15 7 (0.17%) ITIL Certification
Quality Assurance & Compliance
1 271 (6.70%) QA
2 205 (5.07%) Data Quality
3 35 (0.86%) SLA
4 24 (0.59%) EMIR
5 23 (0.57%) CRD IV
5 23 (0.57%) MiFID
6 12 (0.30%) Solvency II
7 11 (0.27%) Sarbanes-Oxley
8 9 (0.22%) ISO/IEC 27001
9 7 (0.17%) COBIT
10 6 (0.15%) ISO 9001
11 5 (0.12%) ISO 14001
12 4 (0.099%) Dodd-Frank
12 4 (0.099%) FATCA
13 3 (0.074%) PCI DSS
14 1 (0.025%) Basel III
14 1 (0.025%) TickIT
14 1 (0.025%) ISO/IEC 20000
System Software
1 36 (0.89%) VMware Infrastructure
2 29 (0.72%) HDFS
3 24 (0.59%) Active Directory
4 22 (0.54%) Samba
4 22 (0.54%) Postfix
4 22 (0.54%) XenServer
4 22 (0.54%) iptables
5 18 (0.44%) Oracle RAC
6 9 (0.22%) Oracle Clusterware
7 8 (0.20%) Apache Flume
8 6 (0.15%) GPFS
9 4 (0.099%) VMware ESX
10 3 (0.074%) vSphere
10 3 (0.074%) XenApp
11 2 (0.049%) Cronacle
12 1 (0.025%) Varnish
Systems Management
1 29 (0.72%) HP Quality Center
2 26 (0.64%) Puppet
3 22 (0.54%) Data Guard
3 22 (0.54%) ZABBIX
4 20 (0.49%) Opscode Chef
5 16 (0.40%) Salt
5 16 (0.40%) Oracle Enterprise Manager
6 15 (0.37%) Oracle RMAN
7 13 (0.32%) Ansible
8 9 (0.22%) Oracle Flashback
9 8 (0.20%) Oozie
10 6 (0.15%) Oracle EDQ
11 5 (0.12%) Hadoop YARN
12 4 (0.099%) SCCM
13 2 (0.049%) Control-M
14 1 (0.025%) TIBCO Hawk
14 1 (0.025%) EMC NetWorker
Vendors
1 1014 (25.06%) Oracle
2 900 (22.24%) Microsoft
3 344 (8.50%) SAP
4 307 (7.59%) Tableau
5 284 (7.02%) Cognos
6 255 (6.30%) IBM
7 242 (5.98%) Informatica
8 165 (4.08%) Teradata
9 90 (2.22%) Sybase
10 73 (1.80%) Salesforce.com
11 70 (1.73%) MicroStrategy
12 66 (1.63%) Talend
13 59 (1.46%) Ab Initio
14 55 (1.36%) Trillium
15 46 (1.14%) Google
16 45 (1.11%) Hyperion
17 39 (0.96%) Netezza
18 38 (0.94%) VMware
19 36 (0.89%) hybris
20 33 (0.82%) Cloudera
London
JCW Search Ltd
Salary: From £75,000 to £95,000 per annum
Posted: 23 hours ago
East Sussex
ARC IT Recruitment Ltd
Salary: £55000 Per Annum
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: From £70,000 to £90,000 per annum plus attractive benefits
Posted: Yesterday
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £70,000 to £90,000 per annum plus attractive benefits
Posted: Yesterday
Manchester, Lancashire
ANSON MCCADE
Salary: From £70,000 to £90,000 per annum plus attractive benefits
Posted: Yesterday
London
ANSON MCCADE
Salary: From £70,000 to £90,000 per annum plus attractive benefits
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £85000.00 - £92000.00 per annum
Posted: Yesterday
London
Jonathan Garth
Salary: Excellent package to attract the best
Posted: Yesterday
London
Oliver James Associates
Salary: £70000 - £100000 per annum + Car Allowance, Pension, Bonus
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £30000.00 - £55000.00 per annum
Posted: Yesterday
Berkshire
Computer People
Salary: £42000.00 - £46000.00 per annum
Posted: Yesterday
Banbury, Oxfordshire
Spring Technology
Salary: £45000.00 - £50000.00 per annum
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £40000 - 60000
Posted: Yesterday
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £40000 - 60000
Posted: Yesterday
Liverpool, Merseyside
ANSON MCCADE
Salary: £40000 - 60000
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £40000 - 60000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40000 - 60000
Posted: Yesterday
North West
Oscar Associates (UK) Ltd
Salary: £40000 - £45000 per annum
Posted: Yesterday
Bedford, Bedfordshire
Circle Recruitment
Salary: £40000 - £45000 per annum + Bonus, Pension, Bupa, 23days
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 & comprehensive bonus/benefits
Posted: Yesterday