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

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 154 146 129
Rank change year-on-year
-8 -17
Permanent jobs citing Data Modelling 1938 2146 2266
As % of all permanent IT jobs located in England 1.93% 2.06% 2.22%
As % of the Processes & Methodologies category 2.32% 2.50% 2.76%
Number of salaries quoted 1530 1698 1763
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 £39,000 £37,000 £35,000
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
83355 85730 81990
As % of all permanent IT jobs located in England 83.07% 82.27% 80.18%
Number of salaries quoted 68281 69393 68373
Average salary £50,000 £47,500 £46,063
Average salary % change year-on-year
+5.26% +3.11%
90% offered a salary of more than £32,000 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London average salary £43,275 £42,500 £40,000
% change year-on-year
+1.82% +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 March 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 March 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 1065 £60,000 - 153
South East -2 375 £50,000 +11.11% 52
South West -15 116 £45,500 +5.81% 19
East of England +24 104 £47,500 +13.09% 14
Yorkshire -34 86 £40,000 -5.32% 14
East Midlands +43 65 £42,500 -8.10% 7
North West -16 60 £45,000 +1.40% 22
West Midlands -44 60 £45,000 -3.22% 13
North East -6 6 £44,500 -11.00% 5
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 27 March 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 1672 (43.14%) SQL
2 1502 (38.75%) Business Intelligence
3 1290 (33.28%) Finance
4 1240 (31.99%) Data Warehouse
5 1148 (29.62%) ETL
6 969 (25.00%) Agile Software Development
7 934 (24.10%) Oracle
8 901 (23.25%) SQL Server
9 798 (20.59%) Analytical Skills
10 671 (17.31%) SQL Server Integration Services
11 643 (16.59%) Microsoft
12 635 (16.38%) Analytics
13 631 (16.28%) Java
14 623 (16.07%) Degree
15 510 (13.16%) Data Analysis
16 465 (12.00%) Business Analysis
17 462 (11.92%) SQL Server Reporting Services
18 461 (11.89%) Data Management
19 441 (11.38%) Relational Database
20 426 (10.99%) UML
21 423 (10.91%) Data Architecture
22 413 (10.66%) SQL Server Analysis Services
23 400 (10.32%) Banking
24 399 (10.29%) XML
25 382 (9.86%) Big Data
26 366 (9.44%) .NET
27 365 (9.42%) MS Excel
28 356 (9.18%) Project Management
29 341 (8.80%) C#
30 337 (8.69%) Data Integration

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 27 March 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
1 187 (4.82%) SAS
2 155 (4.00%) SharePoint
3 54 (1.39%) IIS
4 52 (1.34%) Tomcat
5 49 (1.26%) WebSphere
6 46 (1.19%) WebLogic
7 43 (1.11%) Apache Pig
8 40 (1.03%) Apache
9 37 (0.95%) JBoss
10 31 (0.80%) Confluence
11 30 (0.77%) Apache Spark
11 30 (0.77%) BizTalk Server
12 29 (0.75%) Node.js
13 20 (0.52%) Documentum
13 20 (0.52%) CMS
13 20 (0.52%) Oracle Workflow
14 16 (0.41%) OpenStack
14 16 (0.41%) Oracle Service Bus
14 16 (0.41%) nginx
15 15 (0.39%) Moodle
Applications
1 365 (9.42%) MS Excel
2 127 (3.28%) MS Office
3 111 (2.86%) SPSS
4 103 (2.66%) PowerPivot
5 95 (2.45%) MS Visio
6 34 (0.88%) MS PowerPoint
7 26 (0.67%) Spreadsheet
8 24 (0.62%) MS Project
9 6 (0.15%) CPLEX
10 4 (0.10%) OmniGraffle
11 3 (0.077%) FastStats
11 3 (0.077%) Fireworks
Business Applications
1 60 (1.55%) Cognos Business Intelligence
2 31 (0.80%) Oracle EBS
3 30 (0.77%) SAP CRM
3 30 (0.77%) Dynamics CRM
4 28 (0.72%) Cognos TM1
5 24 (0.62%) Google Analytics
6 21 (0.54%) Markit EDM
7 19 (0.49%) SAP ERP
8 16 (0.41%) SAP IS-U
9 15 (0.39%) Oracle ERP
10 14 (0.36%) Oracle EBS R12
11 12 (0.31%) Dynamics AX
12 10 (0.26%) SAP Oil and Gas
12 10 (0.26%) BusinessWorks
12 10 (0.26%) SAP BPC
13 9 (0.23%) Oracle BPM
13 9 (0.23%) Remedy ITSM
14 8 (0.21%) Oracle Retail
15 7 (0.18%) Oracle Applications
15 7 (0.18%) SAP FI
Cloud Services
1 73 (1.88%) SaaS
2 52 (1.34%) Microsoft Azure
3 46 (1.19%) Amazon AWS
4 32 (0.83%) PaaS
5 31 (0.80%) IaaS
6 24 (0.62%) Cloud Computing
7 18 (0.46%) Google Cloud Platform
8 13 (0.34%) Terremark
8 13 (0.34%) Force.com
8 13 (0.34%) Google Apps
9 11 (0.28%) Amazon EMR
9 11 (0.28%) Amazon EC2
10 8 (0.21%) Google App Engine
11 4 (0.10%) Amazon S3
11 4 (0.10%) GitHub
11 4 (0.10%) LucidChart
12 2 (0.052%) Amazon ELB
12 2 (0.052%) AWS Elastic Beanstalk
13 1 (0.026%) Virtual Private Cloud
13 1 (0.026%) SuccessFactors
Communications & Networking
1 46 (1.19%) Internet
2 32 (0.83%) Firewall
3 22 (0.57%) LDAP
3 22 (0.57%) HTTP
4 18 (0.46%) IPv6
4 18 (0.46%) Network Security
5 15 (0.39%) SSH
6 14 (0.36%) IPsec
6 14 (0.36%) OSPF
6 14 (0.36%) BGP
6 14 (0.36%) VPN
6 14 (0.36%) LAN
6 14 (0.36%) WAN
6 14 (0.36%) EIGRP
7 13 (0.34%) FTP
8 11 (0.28%) Ethernet
9 8 (0.21%) SAN
9 8 (0.21%) TCP/IP
9 8 (0.21%) MPLS
10 7 (0.18%) Intranet
Database & Business Intelligence
1 1240 (31.99%) Data Warehouse
2 901 (23.25%) SQL Server
3 671 (17.31%) SQL Server Integration Services
4 462 (11.92%) SQL Server Reporting Services
5 441 (11.38%) Relational Database
6 413 (10.66%) SQL Server Analysis Services
7 382 (9.86%) Big Data
8 291 (7.51%) Oracle Database
9 269 (6.94%) OLAP
10 239 (6.17%) SQL Server 2008
11 219 (5.65%) Data Mining
12 218 (5.62%) QlikView
13 208 (5.37%) RDBMS
14 205 (5.29%) Oracle BI EE
15 202 (5.21%) Hadoop
16 184 (4.75%) MySQL
17 173 (4.46%) Oracle ODI
18 140 (3.61%) Oracle Reports
19 132 (3.41%) Oracle Database 11g
20 125 (3.22%) BusinessObjects
Development Applications
1 123 (3.17%) Git (software)
2 102 (2.63%) ERwin
3 98 (2.53%) Subversion
4 79 (2.04%) JIRA
5 68 (1.75%) Team Foundation Server
6 63 (1.63%) Toad
7 61 (1.57%) Talend Open Studio
8 38 (0.98%) JUnit
8 38 (0.98%) Jenkins
9 31 (0.80%) Mercurial
10 29 (0.75%) Oracle Forms
11 26 (0.67%) Visual Studio
12 22 (0.57%) Eclipse
13 21 (0.54%) PowerDesigner
13 21 (0.54%) Axure RP
14 20 (0.52%) Balsamiq Mockups
15 19 (0.49%) Rational DOORS
15 19 (0.49%) Oracle APEX
16 18 (0.46%) Xcode
17 15 (0.39%) Maven
General
1 1290 (33.28%) Finance
2 400 (10.32%) Banking
3 292 (7.53%) Retail
4 175 (4.51%) Marketing
5 153 (3.95%) Telecoms
6 113 (2.92%) Investment Banking
7 93 (2.40%) Legal
8 57 (1.47%) Back Office
9 54 (1.39%) Games
10 53 (1.37%) Publishing
11 52 (1.34%) Automotive
12 46 (1.19%) Advertising
13 45 (1.16%) Aerospace
14 42 (1.08%) Front Office
15 35 (0.90%) Retail Banking
16 33 (0.85%) Manufacturing
17 28 (0.72%) Financial Institution
18 24 (0.62%) Law
19 20 (0.52%) Pharmaceutical
20 19 (0.49%) General Ledger
Job Titles
1 1164 (30.03%) Developer
2 1074 (27.71%) Analyst
3 792 (20.43%) Architect
4 584 (15.07%) Business Analyst
5 313 (8.08%) Data Architect
6 294 (7.59%) Consultant
7 277 (7.15%) Business Intelligence Developer
8 219 (5.65%) Data Analyst
9 201 (5.19%) Senior Developer
10 182 (4.70%) Solutions Architect
11 153 (3.95%) Senior Analyst
12 130 (3.35%) DBA
12 130 (3.35%) Business Intelligence Analyst
13 115 (2.97%) Business Intelligence Architect
14 105 (2.71%) Designer
15 104 (2.68%) SQL Developer
16 101 (2.61%) Senior Business Analyst
17 95 (2.45%) Systems Analyst
18 94 (2.43%) Java Developer
19 90 (2.32%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 399 (10.29%) XML
2 366 (9.44%) .NET
3 268 (6.91%) Web Services
4 239 (6.17%) HTML
5 167 (4.31%) CSS
6 125 (3.22%) jQuery
7 122 (3.15%) ASP.NET
8 101 (2.61%) MDX
9 100 (2.58%) RESTful
10 98 (2.53%) Middleware
11 97 (2.50%) J2EE
12 84 (2.17%) SOAP
13 78 (2.01%) Spring
14 70 (1.81%) XML Schema
15 68 (1.75%) REST
15 68 (1.75%) WCF
16 65 (1.68%) .NET Framework
17 64 (1.65%) JSON
18 63 (1.63%) Ajax
18 63 (1.63%) HTML5
Miscellaneous
1 798 (20.59%) Analytical Skills
2 337 (8.69%) Data Integration
3 256 (6.60%) Management Information System
4 237 (6.11%) Computer Science
5 201 (5.19%) Data Structures
6 196 (5.06%) Visualisation
7 172 (4.44%) Mathematics
8 141 (3.64%) User Experience
9 108 (2.79%) Statistics
10 90 (2.32%) Reference Data
11 76 (1.96%) Enterprise Software
12 75 (1.93%) Replication
13 69 (1.78%) Open Source
13 69 (1.78%) Mobile App
14 65 (1.68%) Algorithms
15 51 (1.32%) Social Media
16 47 (1.21%) Client/Server
17 43 (1.11%) Data Extraction
18 41 (1.06%) N-Tier
19 39 (1.01%) Mainframe
Operating Systems
1 252 (6.50%) Windows
2 246 (6.35%) UNIX
3 218 (5.62%) Linux
4 51 (1.32%) Apple iOS
5 45 (1.16%) Android
6 37 (0.95%) Windows Server 2003
7 36 (0.93%) Windows XP
8 31 (0.80%) Windows Server 2008
8 31 (0.80%) CentOS
9 16 (0.41%) Red Hat Enterprise Linux
10 14 (0.36%) Debian
10 14 (0.36%) Ubuntu
11 9 (0.23%) Windows Vista
12 6 (0.15%) Windows 7
12 6 (0.15%) AIX
12 6 (0.15%) Solaris
12 6 (0.15%) Windows Phone
13 4 (0.10%) BlackBerry OS
14 3 (0.077%) Windows Server 2012
14 3 (0.077%) zOS
Processes & Methodologies
1 1502 (38.75%) Business Intelligence
2 1148 (29.62%) ETL
3 969 (25.00%) Agile Software Development
4 635 (16.38%) Analytics
5 510 (13.16%) Data Analysis
6 465 (12.00%) Business Analysis
7 461 (11.89%) Data Management
8 426 (10.99%) UML
9 423 (10.91%) Data Architecture
10 356 (9.18%) Project Management
11 318 (8.20%) OO
12 317 (8.18%) Scrum
13 299 (7.71%) Logical Data Model
14 283 (7.30%) E-Commerce
15 259 (6.68%) Performance Tuning
16 254 (6.55%) CRM
17 235 (6.06%) Migration
18 223 (5.75%) Mentoring
19 215 (5.55%) Stakeholder Management
19 215 (5.55%) Use Case
Programming Languages
1 1672 (43.14%) SQL
2 631 (16.28%) Java
3 341 (8.80%) C#
4 333 (8.59%) T-SQL
5 270 (6.97%) JavaScript
6 183 (4.72%) PL/SQL
7 153 (3.95%) R
8 145 (3.74%) PHP
8 145 (3.74%) Python
9 113 (2.92%) C++
10 82 (2.12%) VBA
11 81 (2.09%) C
12 78 (2.01%) MATLAB
13 76 (1.96%) Shell Script
14 72 (1.86%) Perl
15 61 (1.57%) ABAP
16 44 (1.14%) Bash Shell
17 41 (1.06%) COBOL
18 39 (1.01%) VB
19 31 (0.80%) Ruby
Qualifications
1 623 (16.07%) Degree
2 79 (2.04%) Security Cleared
3 75 (1.93%) ISEB
4 49 (1.26%) SC Cleared
5 30 (0.77%) DV Cleared
6 27 (0.70%) PhD
7 26 (0.67%) PMI Certification
8 17 (0.44%) Microsoft Certification
9 15 (0.39%) IIBA
10 11 (0.28%) Oracle Certification
11 10 (0.26%) CBAP
12 9 (0.23%) PRINCE2 Certification
12 9 (0.23%) HND
13 7 (0.18%) PMP
13 7 (0.18%) MBA
14 6 (0.15%) ISTQB Foundation Certification
14 6 (0.15%) Postgraduate
14 6 (0.15%) OCP
15 5 (0.13%) HNC
15 5 (0.13%) ISEB Practitioner
Quality Assurance & Compliance
1 214 (5.52%) QA
2 139 (3.59%) Data Quality
3 30 (0.77%) SLA
4 21 (0.54%) Solvency II
5 17 (0.44%) ISO 9001
6 13 (0.34%) Sarbanes-Oxley
6 13 (0.34%) JSP 440
7 7 (0.18%) Basel III
8 6 (0.15%) ISO/IEC 27001
9 5 (0.13%) EMIR
10 4 (0.10%) Dodd-Frank
10 4 (0.10%) MiFID
10 4 (0.10%) ISO 14001
11 3 (0.077%) Basel II
12 2 (0.052%) GAAP
12 2 (0.052%) FATCA
12 2 (0.052%) PCI DSS
12 2 (0.052%) DO-178B
12 2 (0.052%) CRD IV
13 1 (0.026%) COREP
System Software
1 25 (0.64%) VMware Infrastructure
2 20 (0.52%) Oracle RAC
3 18 (0.46%) Active Directory
4 15 (0.39%) XenServer
5 14 (0.36%) Samba
5 14 (0.36%) Postfix
5 14 (0.36%) iptables
6 12 (0.31%) HDFS
7 11 (0.28%) Apache Flume
8 7 (0.18%) VMware ESX
9 6 (0.15%) VMware ESXi
10 3 (0.077%) Oracle Clusterware
11 2 (0.052%) XenApp
11 2 (0.052%) XenDesktop
11 2 (0.052%) vSphere
11 2 (0.052%) Shibboleth
12 1 (0.026%) Hyper-V
Systems Management
1 30 (0.77%) Puppet
2 29 (0.75%) Opscode Chef
3 14 (0.36%) Salt
3 14 (0.36%) Oracle Enterprise Manager
3 14 (0.36%) ZABBIX
4 11 (0.28%) Oracle EDQ
5 8 (0.21%) HP Quality Center
5 8 (0.21%) Oracle RMAN
6 7 (0.18%) Data Guard
7 5 (0.13%) Oracle Flashback
7 5 (0.13%) SCCM
8 4 (0.10%) SCOM
8 4 (0.10%) SCOrch
8 4 (0.10%) Oozie
9 2 (0.052%) Legato
9 2 (0.052%) Tivoli
9 2 (0.052%) MOM
9 2 (0.052%) Control-M
10 1 (0.026%) Foglight
10 1 (0.026%) HP UCMDB
Vendors
1 934 (24.10%) Oracle
2 643 (16.59%) Microsoft
3 329 (8.49%) SAP
4 276 (7.12%) Business Objects
5 254 (6.55%) Cognos
6 242 (6.24%) Informatica
7 211 (5.44%) IBM
8 208 (5.37%) Tableau
9 131 (3.38%) Teradata
10 74 (1.91%) Google
11 61 (1.57%) Talend
11 61 (1.57%) Salesforce.com
12 54 (1.39%) Sybase
13 53 (1.37%) hybris
14 46 (1.19%) Netezza
14 46 (1.19%) Trillium
15 44 (1.14%) ATG
16 43 (1.11%) MicroStrategy
17 38 (0.98%) Ab Initio
18 36 (0.93%) Cognizant
Walsall, West Midlands (County)
Uniting Ambition
Salary: £35k - 40k per year
Posted: 44 minutes ago
Bristol, Avon
Connectus
Salary: £32000 - £35000 per annum
Posted: 1 hour ago
Northamptonshire
Robert Walters
Salary: £35000 - £50000 per annum
Posted: 1 hour ago
Huntingdon, Cambridgeshire
Senitor Associates
Salary: £27000 - £35000 per annum + Benefits
Posted: 1 hour ago
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £70000 per annum + banking bonus + bens
Posted: 1 hour ago
City, London
Randstad Technologies
Salary: £40000.00 per annum + Pension, 25 days Holiday
Posted: 2 hours ago
Sowerby Bridge, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Benefits
Posted: 2 hours ago
Hull, North Humberside
Senitor Associates
Salary: £28000 - £38000 per annum + Pension, Medical, 25 days
Posted: 2 hours ago
North Yorkshire
CoreCom Consulting
Salary: £28000 - £32000 per annum
Posted: 2 hours ago
London
Salt
Salary: £30000 - £40000 per annum + Plus Benefits
Posted: 4 hours ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £70,000 per annum
Posted: 18 hours ago
London
ANSON MCCADE
Salary: £50k-£60k +performance bonus + pension + healthcare and more.
Posted: 19 hours ago
London
ANSON MCCADE
Salary: £50k-130k+benefits+bonus+career progression
Posted: 19 hours ago
North West
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 20 hours ago
South West
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 20 hours ago
East Midlands
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 20 hours ago
South East
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 20 hours ago
London
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 20 hours ago
East London
North Plains
Salary: From £40,000 to £50,000 per annum depending on experience
Posted: 20 hours ago
East London
North Plains
Salary: From £30,000 to £40,000 per annum depending on experience
Posted: 20 hours ago