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 27 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 May 2015
Same period 2014 Same period 2013
Data Modeling
Rank 148 141 153
Rank change year-on-year
-7 +12
Permanent jobs citing Data Modelling 2021 2284 1929
As % of all permanent IT jobs located in England 2.01% 2.07% 1.91%
As % of the Processes & Methodologies category 2.39% 2.50% 2.35%
Number of salaries quoted 1590 1873 1499
Average salary £53,750 £50,000 £50,000
Average salary % change year-on-year
+7.50% -
90% offered a salary of more than £36,500 £35,000 £35,000
10% offered a salary of more than £80,000 £75,100 £77,500
UK excluding London average salary £45,000 £45,000 £45,000
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
84540 91393 81953
As % of all permanent IT jobs located in England 83.95% 82.74% 80.94%
Number of salaries quoted 69498 74949 68149
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £71,284 £72,500
UK excluding London average salary £44,750 £42,500 £40,000
% change year-on-year
+5.29% +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 27 May 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 27 May 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 -8 1086 £62,500 +4.16% 101
South East +21 395 £50,000 +9.89% 44
East of England +29 116 £47,500 +11.76% 14
South West +3 116 £42,000 -16.00% 10
Yorkshire +6 105 £40,000 -6.97% 17
West Midlands -5 78 £45,000 - 10
East Midlands +30 65 £45,000 +12.50% 6
North West -52 53 £42,500 - 19
North East +4 11 £35,000 -9.67% 2
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 27 May 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 1749 (44.69%) SQL
2 1599 (40.85%) Business Intelligence
3 1322 (33.78%) Finance
4 1235 (31.55%) Data Warehouse
5 1204 (30.76%) ETL
6 989 (25.27%) SQL Server
7 969 (24.76%) Oracle
8 941 (24.04%) Agile Software Development
9 815 (20.82%) Analytical Skills
10 746 (19.06%) Analytics
11 731 (18.68%) SQL Server Integration Services
12 727 (18.57%) Microsoft
13 701 (17.91%) Degree
14 654 (16.71%) Java
15 542 (13.85%) Data Analysis
16 506 (12.93%) SQL Server Reporting Services
17 478 (12.21%) Business Analysis
18 457 (11.68%) Data Architecture
19 449 (11.47%) Banking
20 446 (11.39%) Data Management
21 443 (11.32%) SQL Server Analysis Services
22 426 (10.88%) UML
23 422 (10.78%) Big Data
24 420 (10.73%) MS Excel
25 417 (10.65%) Relational Database
26 378 (9.66%) XML
27 355 (9.07%) T-SQL
28 354 (9.04%) .NET
29 345 (8.81%) SAP
29 345 (8.81%) Project Management

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 27 May 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
1 212 (5.42%) SAS
2 135 (3.45%) SharePoint
3 57 (1.46%) IIS
4 56 (1.43%) Apache Pig
5 48 (1.23%) Apache Spark
5 48 (1.23%) WebLogic
6 43 (1.10%) Apache
7 41 (1.05%) JBoss
7 41 (1.05%) Tomcat
8 40 (1.02%) WebSphere
9 36 (0.92%) Confluence
10 30 (0.77%) BizTalk Server
11 24 (0.61%) Oracle Workflow
12 18 (0.46%) nginx
12 18 (0.46%) MediaWiki
13 17 (0.43%) OpenStack
13 17 (0.43%) CMS
14 16 (0.41%) NetWeaver
15 15 (0.38%) FileNet
15 15 (0.38%) Documentum
Applications
1 420 (10.73%) MS Excel
2 153 (3.91%) MS Office
3 131 (3.35%) SPSS
4 112 (2.86%) MS Visio
5 94 (2.40%) PowerPivot
6 45 (1.15%) MS PowerPoint
7 32 (0.82%) Spreadsheet
8 26 (0.66%) MS Project
9 5 (0.13%) MicroStation
9 5 (0.13%) CPLEX
10 4 (0.10%) OmniGraffle
11 1 (0.026%) Fireworks
11 1 (0.026%) Stata
11 1 (0.026%) FastStats
Business Applications
1 51 (1.30%) Cognos Business Intelligence
2 44 (1.12%) Dynamics CRM
3 41 (1.05%) Oracle EBS
4 35 (0.89%) Cognos TM1
5 26 (0.66%) SAP CRM
6 19 (0.49%) SAP ERP
7 17 (0.43%) Oracle EBS R12
8 16 (0.41%) Oracle ERP
9 15 (0.38%) Dynamics AX
10 13 (0.33%) BusinessWorks
10 13 (0.33%) Oracle Retail
11 12 (0.31%) Markit EDM
12 11 (0.28%) Oracle Applications
13 9 (0.23%) SAP BPC
13 9 (0.23%) Oracle BPM
13 9 (0.23%) Remedy ITSM
13 9 (0.23%) SAP IS-U
14 8 (0.20%) SAP Oil and Gas
15 7 (0.18%) SAP SRM
16 5 (0.13%) Cognos Planning
Cloud Services
1 112 (2.86%) SaaS
2 93 (2.38%) Amazon AWS
3 59 (1.51%) Microsoft Azure
4 39 (1.00%) IaaS
5 36 (0.92%) PaaS
6 35 (0.89%) Cloud Computing
7 32 (0.82%) Google Analytics
8 19 (0.49%) Force.com
9 15 (0.38%) Google Apps
9 15 (0.38%) Terremark
9 15 (0.38%) Google Cloud Platform
10 12 (0.31%) Amazon EMR
11 8 (0.20%) Google App Engine
12 6 (0.15%) Amazon EC2
13 5 (0.13%) GitHub
14 4 (0.10%) Lucidchart
15 3 (0.077%) Adobe Analytics
15 3 (0.077%) Amazon S3
16 2 (0.051%) Amazon ELB
16 2 (0.051%) AWS Elastic Beanstalk
Communications & Networking
1 42 (1.07%) Internet
2 33 (0.84%) Firewall
3 24 (0.61%) LDAP
4 21 (0.54%) Network Security
5 18 (0.46%) LAN
5 18 (0.46%) WAN
5 18 (0.46%) VPN
5 18 (0.46%) IPv6
5 18 (0.46%) IPsec
5 18 (0.46%) OSPF
5 18 (0.46%) BGP
5 18 (0.46%) EIGRP
6 17 (0.43%) HTTP
7 14 (0.36%) FTP
7 14 (0.36%) DSL
8 11 (0.28%) Broadband
9 9 (0.23%) Ethernet
10 8 (0.20%) TCP/IP
11 7 (0.18%) DNS
11 7 (0.18%) SSH
Database & Business Intelligence
1 1235 (31.55%) Data Warehouse
2 989 (25.27%) SQL Server
3 731 (18.68%) SQL Server Integration Services
4 506 (12.93%) SQL Server Reporting Services
5 443 (11.32%) SQL Server Analysis Services
6 422 (10.78%) Big Data
7 417 (10.65%) Relational Database
8 297 (7.59%) Oracle Database
9 279 (7.13%) OLAP
10 250 (6.39%) QlikView
11 231 (5.90%) Hadoop
12 229 (5.85%) SQL Server 2008
13 220 (5.62%) Data Mining
14 193 (4.93%) RDBMS
15 183 (4.68%) Oracle BI EE
16 168 (4.29%) Oracle ODI
17 153 (3.91%) Oracle Reports
18 148 (3.78%) Oracle Database 11g
19 132 (3.37%) BusinessObjects
20 126 (3.22%) Enterprise Data Warehouse
Development Applications
1 125 (3.19%) ERwin
2 98 (2.50%) Git (software)
3 85 (2.17%) JIRA
4 80 (2.04%) Subversion
5 71 (1.81%) Toad
6 66 (1.69%) Talend Open Studio
7 60 (1.53%) Team Foundation Server
8 39 (1.00%) Visual Studio
8 39 (1.00%) Jenkins
9 32 (0.82%) JUnit
9 32 (0.82%) PowerDesigner
10 23 (0.59%) Eclipse
10 23 (0.59%) SQL Server Management Studio (SSMS)
11 20 (0.51%) Mercurial
12 19 (0.49%) Oracle APEX
13 18 (0.46%) Rational DOORS
13 18 (0.46%) Hudson
14 15 (0.38%) Maven
14 15 (0.38%) Xcode
14 15 (0.38%) IntelliJ
General
1 1322 (33.78%) Finance
2 449 (11.47%) Banking
3 335 (8.56%) Retail
4 178 (4.55%) Marketing
5 137 (3.50%) Telecoms
6 128 (3.27%) Investment Banking
7 84 (2.15%) Legal
8 60 (1.53%) Front Office
9 54 (1.38%) Advertising
10 51 (1.30%) Back Office
11 49 (1.25%) Games
12 46 (1.18%) Automotive
13 44 (1.12%) Financial Institution
14 39 (1.00%) Publishing
15 38 (0.97%) Manufacturing
16 36 (0.92%) Aerospace
17 24 (0.61%) Retail Banking
18 23 (0.59%) Pharmaceutical
19 21 (0.54%) Law
20 20 (0.51%) Electronics
Job Titles
1 1183 (30.22%) Developer
2 1136 (29.02%) Analyst
3 729 (18.63%) Architect
4 574 (14.67%) Business Analyst
5 331 (8.46%) Data Architect
6 298 (7.61%) Consultant
7 297 (7.59%) Business Intelligence Developer
8 261 (6.67%) Data Analyst
9 171 (4.37%) Solutions Architect
10 170 (4.34%) Senior Developer
11 147 (3.76%) Senior Analyst
12 140 (3.58%) Business Intelligence Analyst
13 139 (3.55%) SQL Developer
14 118 (3.01%) Java Developer
14 118 (3.01%) Systems Analyst
15 110 (2.81%) DBA
16 107 (2.73%) Business Intelligence Consultant
17 97 (2.48%) Senior Business Analyst
18 96 (2.45%) Oracle Developer
18 96 (2.45%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 378 (9.66%) XML
2 354 (9.04%) .NET
3 255 (6.52%) Web Services
4 208 (5.31%) HTML
5 139 (3.55%) CSS
6 117 (2.99%) jQuery
7 115 (2.94%) MDX
8 113 (2.89%) J2EE
9 106 (2.71%) ASP.NET
10 105 (2.68%) SOAP
11 104 (2.66%) Middleware
12 103 (2.63%) RESTful
13 82 (2.10%) REST
14 77 (1.97%) WCF
15 72 (1.84%) Hibernate
16 70 (1.79%) Spring
17 59 (1.51%) .NET Framework
18 55 (1.41%) XML Schema
19 53 (1.35%) JSON
20 49 (1.25%) COM
Miscellaneous
1 815 (20.82%) Analytical Skills
2 283 (7.23%) Data Integration
3 268 (6.85%) Computer Science
3 268 (6.85%) Management Information System
4 220 (5.62%) Data Structures
5 203 (5.19%) Mathematics
6 194 (4.96%) Visualisation
7 128 (3.27%) Statistics
8 106 (2.71%) User Experience
9 81 (2.07%) Data Centre
10 80 (2.04%) Reference Data
11 73 (1.87%) Enterprise Software
12 66 (1.69%) Algorithms
13 65 (1.66%) Replication
14 60 (1.53%) Mobile App
15 56 (1.43%) Data Extraction
16 50 (1.28%) Client/Server
17 42 (1.07%) Data Protection Act
18 41 (1.05%) N-Tier
19 40 (1.02%) Social Media
Operating Systems
1 239 (6.11%) Windows
2 209 (5.34%) UNIX
3 192 (4.91%) Linux
4 41 (1.05%) Windows Server 2003
5 40 (1.02%) Apple iOS
6 36 (0.92%) Android
7 33 (0.84%) Windows Server 2008
8 32 (0.82%) Windows XP
9 27 (0.69%) CentOS
10 18 (0.46%) Debian
10 18 (0.46%) Ubuntu
11 9 (0.23%) Windows Vista
11 9 (0.23%) Windows 7
12 7 (0.18%) Red Hat Enterprise Linux
13 5 (0.13%) zOS
14 4 (0.10%) BlackBerry OS
14 4 (0.10%) Windows Phone
15 3 (0.077%) Windows Server 2012
16 1 (0.026%) Solaris
Processes & Methodologies
1 1599 (40.85%) Business Intelligence
2 1204 (30.76%) ETL
3 941 (24.04%) Agile Software Development
4 746 (19.06%) Analytics
5 542 (13.85%) Data Analysis
6 478 (12.21%) Business Analysis
7 457 (11.68%) Data Architecture
8 446 (11.39%) Data Management
9 426 (10.88%) UML
10 345 (8.81%) Project Management
11 335 (8.56%) Logical Data Model
12 304 (7.77%) SDLC
13 302 (7.72%) Performance Tuning
14 271 (6.92%) Stakeholder Management
15 261 (6.67%) Migration
16 259 (6.62%) E-Commerce
17 258 (6.59%) OO
17 258 (6.59%) Scrum
18 252 (6.44%) CRM
19 235 (6.00%) Mentoring
Programming Languages
1 1749 (44.69%) SQL
2 654 (16.71%) Java
3 355 (9.07%) T-SQL
4 339 (8.66%) C#
5 258 (6.59%) JavaScript
6 213 (5.44%) PL/SQL
7 160 (4.09%) R
8 133 (3.40%) Python
9 112 (2.86%) PHP
10 108 (2.76%) C++
11 97 (2.48%) VBA
12 78 (1.99%) Shell Script
12 78 (1.99%) C
13 71 (1.81%) MATLAB
14 63 (1.61%) Perl
15 53 (1.35%) ABAP
16 40 (1.02%) Bash Shell
17 38 (0.97%) VB
18 37 (0.95%) Ruby
19 35 (0.89%) Apex Code
Qualifications
1 701 (17.91%) Degree
2 98 (2.50%) Security Cleared
3 44 (1.12%) SC Cleared
3 44 (1.12%) ISEB
4 32 (0.82%) DV Cleared
5 28 (0.72%) PhD
6 22 (0.56%) Oracle Certification
7 20 (0.51%) PMI Certification
8 19 (0.49%) IIBA
9 17 (0.43%) OCP
10 15 (0.38%) Microsoft Certification
11 14 (0.36%) MBA
12 13 (0.33%) CBAP
12 13 (0.33%) Postgraduate
13 11 (0.28%) HND
14 10 (0.26%) MCITP
15 9 (0.23%) PRINCE2 Practitioner
16 8 (0.20%) PMP
17 7 (0.18%) HNC
17 7 (0.18%) CIMA
Quality Assurance & Compliance
1 248 (6.34%) QA
2 154 (3.93%) Data Quality
3 40 (1.02%) SLA
4 23 (0.59%) MiFID
4 23 (0.59%) EMIR
5 22 (0.56%) CRD IV
6 12 (0.31%) ISO 9001
7 10 (0.26%) Sarbanes-Oxley
7 10 (0.26%) Solvency II
8 8 (0.20%) ISO/IEC 27001
9 7 (0.18%) JSP 440
10 5 (0.13%) ISO 14001
11 4 (0.10%) Basel III
11 4 (0.10%) Dodd-Frank
12 2 (0.051%) PCI DSS
12 2 (0.051%) DO-178B
12 2 (0.051%) GAAP
13 1 (0.026%) COBIT
13 1 (0.026%) Basel II
13 1 (0.026%) ISO 9000
System Software
1 23 (0.59%) VMware Infrastructure
2 22 (0.56%) HDFS
3 19 (0.49%) Active Directory
3 19 (0.49%) XenServer
4 18 (0.46%) Samba
4 18 (0.46%) Postfix
4 18 (0.46%) iptables
5 14 (0.36%) Apache Flume
6 12 (0.31%) Oracle RAC
7 5 (0.13%) VMware ESX
8 3 (0.077%) Oracle Clusterware
9 2 (0.051%) XenApp
9 2 (0.051%) XenDesktop
9 2 (0.051%) vSphere
10 1 (0.026%) GPFS
Systems Management
1 35 (0.89%) Puppet
2 30 (0.77%) Opscode Chef
3 20 (0.51%) HP Quality Center
4 18 (0.46%) ZABBIX
5 13 (0.33%) Salt
6 11 (0.28%) Oracle Enterprise Manager
7 9 (0.23%) Oracle RMAN
7 9 (0.23%) SCCM
8 7 (0.18%) Data Guard
8 7 (0.18%) Oracle EDQ
9 6 (0.15%) Oozie
10 4 (0.10%) SCOrch
10 4 (0.10%) Oracle Flashback
10 4 (0.10%) SCOM
11 1 (0.026%) Legato
11 1 (0.026%) Tivoli
11 1 (0.026%) Control-M
11 1 (0.026%) HP UCMDB
Vendors
1 969 (24.76%) Oracle
2 727 (18.57%) Microsoft
3 345 (8.81%) SAP
4 288 (7.36%) Cognos
4 288 (7.36%) Tableau
5 285 (7.28%) Business Objects
6 249 (6.36%) IBM
7 226 (5.77%) Informatica
8 161 (4.11%) Teradata
9 83 (2.12%) Google
10 82 (2.10%) Salesforce.com
11 73 (1.87%) Sybase
12 68 (1.74%) MicroStrategy
13 66 (1.69%) Talend
14 47 (1.20%) hybris
15 42 (1.07%) Ab Initio
16 40 (1.02%) Netezza
17 37 (0.95%) Hyperion
18 32 (0.82%) Trillium
19 31 (0.79%) ATG
Cambridge, Cambridgeshire
Cambridge University Press
Salary: From £45,000 to £50,000 per annum
Posted: 41 minutes ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 1 hour ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £65000.00 per annum
Posted: 2 hours ago
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 2 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £50,000 per annum
Posted: 3 hours ago
City, London
Verticality Ltd
Salary: £30000 - £35000 per annum, Benefits Benefits Package
Posted: 4 hours ago
Bury St. Edmunds, Suffolk
Circle Recruitment
Salary: £35000 - £40000 per annum + Pension, Healthcare, Bonus
Posted: 4 hours ago
City, London
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits Package
Posted: 4 hours ago
Bury St. Edmunds, Suffolk
Circle Recruitment
Salary: £50000 - £55000 per annum + Pension, Healthcare, Bonus
Posted: 4 hours ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: 4 hours ago
Leeds, West Yorkshire
Spring Technology
Salary: £45000.00 - £60000.00 per annum
Posted: 5 hours ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 5 hours ago
York, North Yorkshire
Mortimer Spinks
Posted: 5 hours ago
Solihull, West Midlands (County)
Anderson Lamb
Salary: From £45,000 to £55,000 per annum plus bonus & benefits
Posted: 6 hours ago
City, London
Robert Half
Posted: 16 hours ago
Northampton, Northamptonshire
Spring Technology
Salary: benefits
Posted: 16 hours ago
London
Venturi
Salary: £60000 - £70000 per annum + Bonus + Benefits
Posted: 20 hours ago
Hertfordshire
Salt
Salary: £40000 - £45000 per annum + Benefits
Posted: 20 hours ago
Bristol, Avon
Venturi
Salary: £50000 - £55000 per annum + Bonus + Benefits
Posted: 21 hours ago
Basingstoke, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £40000.00 per annum + Bonus
Posted: 21 hours ago