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

Location
3 months to
30 Jun 2015
Same period 2014 Same period 2013
Data Modeling
Rank 159 144 155
Rank change year-on-year
-15 +11
Permanent jobs citing Data Modelling 1990 2317 1922
As % of all permanent IT jobs located in England 1.93% 2.06% 1.86%
As % of the Processes & Methodologies category 2.28% 2.49% 2.30%
Number of salaries quoted 1568 1905 1551
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £35,500 £35,000 £35,000
10% offered a salary of more than £80,000 £80,000 £75,000
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
87132 92976 83422
As % of all permanent IT jobs located in England 84.34% 82.70% 80.93%
Number of salaries quoted 72017 75970 69435
Average salary £50,000 £50,000 £46,500
Average salary % change year-on-year
- +7.52%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,500 £74,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 June 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 June 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 -24 1056 £60,750 +1.25% 137
South East +18 380 £50,000 +5.26% 30
Yorkshire +2 131 £45,000 - 21
East of England +25 119 £47,500 +5.55% 13
South West -11 102 £42,500 -15.00% 15
West Midlands -17 85 £40,000 -5.88% 19
East Midlands +4 61 £47,500 +18.75% 10
North West -47 53 £41,500 +6.41% 20
North East -3 11 £35,000 -12.50% 3
Midlands -9 1 £77,500 +72.22%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 30 June 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 1809 (45.98%) SQL
2 1646 (41.84%) Business Intelligence
3 1349 (34.29%) Finance
4 1275 (32.41%) Data Warehouse
5 1227 (31.19%) ETL
6 1035 (26.31%) SQL Server
7 1016 (25.83%) Oracle
8 995 (25.29%) Agile Software Development
9 789 (20.06%) Microsoft
10 770 (19.57%) Analytical Skills
11 765 (19.45%) Analytics
12 750 (19.06%) SQL Server Integration Services
13 702 (17.84%) Degree
14 647 (16.45%) Java
15 552 (14.03%) Data Analysis
16 522 (13.27%) SQL Server Reporting Services
17 505 (12.84%) Business Analysis
18 478 (12.15%) Data Architecture
19 476 (12.10%) Banking
20 472 (12.00%) SQL Server Analysis Services
21 459 (11.67%) Data Management
22 455 (11.57%) Big Data
23 447 (11.36%) MS Excel
24 443 (11.26%) UML
25 385 (9.79%) XML
25 385 (9.79%) Relational Database
26 379 (9.63%) T-SQL
27 362 (9.20%) Project Management
28 359 (9.13%) Logical Data Model
29 352 (8.95%) SAP

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 30 June 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
1 186 (4.73%) SAS
2 121 (3.08%) SharePoint
3 53 (1.35%) IIS
4 52 (1.32%) Apache Spark
5 51 (1.30%) Apache Pig
5 51 (1.30%) WebLogic
6 46 (1.17%) JBoss
7 44 (1.12%) WebSphere
8 42 (1.07%) Apache
8 42 (1.07%) Confluence
9 36 (0.92%) Tomcat
10 25 (0.64%) BizTalk Server
11 21 (0.53%) Oracle Workflow
12 18 (0.46%) nginx
12 18 (0.46%) Apache Solr
12 18 (0.46%) MediaWiki
13 16 (0.41%) Elasticsearch
13 16 (0.41%) NetWeaver
14 15 (0.38%) Oracle UPK
15 13 (0.33%) OpenStack
Applications
1 447 (11.36%) MS Excel
2 155 (3.94%) MS Office
3 118 (3.00%) MS Visio
4 102 (2.59%) SPSS
5 101 (2.57%) PowerPivot
6 46 (1.17%) MS PowerPoint
7 29 (0.74%) Spreadsheet
8 28 (0.71%) MS Project
9 5 (0.13%) CPLEX
9 5 (0.13%) MicroStation
10 3 (0.076%) OmniGraffle
11 1 (0.025%) Fireworks
Business Applications
1 59 (1.50%) Dynamics CRM
2 53 (1.35%) Oracle EBS
3 44 (1.12%) Cognos Business Intelligence
4 34 (0.86%) SAP CRM
5 28 (0.71%) Cognos TM1
6 25 (0.64%) Dynamics AX
7 19 (0.48%) Oracle EBS R12
8 15 (0.38%) Oracle ERP
9 14 (0.36%) Oracle Applications
9 14 (0.36%) BusinessWorks
10 13 (0.33%) SAP SRM
10 13 (0.33%) Oracle Retail
11 10 (0.25%) SAP IS-U
12 9 (0.23%) SAP BPC
12 9 (0.23%) Oracle Financials
12 9 (0.23%) SAP Oil and Gas
13 8 (0.20%) Oracle BPM
14 7 (0.18%) Markit EDM
14 7 (0.18%) SAP FI
15 6 (0.15%) SAP MDM
Cloud Services
1 114 (2.90%) SaaS
2 98 (2.49%) Amazon AWS
3 64 (1.63%) Microsoft Azure
4 36 (0.92%) IaaS
5 33 (0.84%) Cloud Computing
6 32 (0.81%) PaaS
7 26 (0.66%) Google Analytics
8 24 (0.61%) Force.com
9 13 (0.33%) Google Apps
9 13 (0.33%) Terremark
10 12 (0.31%) Amazon EMR
11 10 (0.25%) Google Cloud Platform
12 6 (0.15%) Google App Engine
13 5 (0.13%) Amazon EC2
13 5 (0.13%) GitHub
13 5 (0.13%) Adobe Analytics
14 3 (0.076%) Amazon S3
14 3 (0.076%) CallidusCloud
14 3 (0.076%) Lucidchart
15 2 (0.051%) Amazon ELB
Communications & Networking
1 35 (0.89%) Internet
2 31 (0.79%) Firewall
3 24 (0.61%) LDAP
4 21 (0.53%) Network Security
5 18 (0.46%) IPsec
5 18 (0.46%) IPv6
5 18 (0.46%) OSPF
5 18 (0.46%) BGP
5 18 (0.46%) EIGRP
5 18 (0.46%) LAN
5 18 (0.46%) WAN
5 18 (0.46%) VPN
6 17 (0.43%) Broadband
6 17 (0.43%) DSL
7 11 (0.28%) FTP
8 10 (0.25%) HTTP
9 8 (0.20%) DNS
10 6 (0.15%) SAN
11 5 (0.13%) NAS
11 5 (0.13%) SSH
Database & Business Intelligence
1 1275 (32.41%) Data Warehouse
2 1035 (26.31%) SQL Server
3 750 (19.06%) SQL Server Integration Services
4 522 (13.27%) SQL Server Reporting Services
5 472 (12.00%) SQL Server Analysis Services
6 455 (11.57%) Big Data
7 385 (9.79%) Relational Database
8 316 (8.03%) Oracle Database
9 281 (7.14%) OLAP
10 244 (6.20%) QlikView
11 242 (6.15%) SQL Server 2008
12 226 (5.74%) Hadoop
13 206 (5.24%) Data Mining
14 202 (5.13%) Oracle BI EE
15 191 (4.86%) Oracle ODI
16 184 (4.68%) RDBMS
17 169 (4.30%) Oracle Reports
18 167 (4.25%) Oracle Database 11g
19 154 (3.91%) Enterprise Data Warehouse
20 133 (3.38%) NoSQL
Development Applications
1 130 (3.30%) ERwin
2 95 (2.41%) JIRA
3 90 (2.29%) Git (software)
4 85 (2.16%) Subversion
5 76 (1.93%) Talend Open Studio
6 69 (1.75%) Toad
7 59 (1.50%) Visual Studio
8 44 (1.12%) Team Foundation Server
9 40 (1.02%) Jenkins
10 37 (0.94%) JUnit
11 36 (0.92%) PowerDesigner
12 27 (0.69%) SQL Server Management Studio (SSMS)
13 24 (0.61%) Oracle APEX
14 21 (0.53%) Eclipse
15 20 (0.51%) Maven
16 18 (0.46%) Mercurial
16 18 (0.46%) Hudson
17 16 (0.41%) JMeter
18 15 (0.38%) IntelliJ
18 15 (0.38%) Oracle Forms
General
1 1349 (34.29%) Finance
2 476 (12.10%) Banking
3 338 (8.59%) Retail
4 171 (4.35%) Marketing
5 143 (3.63%) Investment Banking
6 137 (3.48%) Telecoms
7 82 (2.08%) Legal
8 76 (1.93%) Front Office
9 58 (1.47%) Advertising
10 56 (1.42%) Back Office
11 54 (1.37%) Automotive
12 48 (1.22%) Aerospace
13 46 (1.17%) Games
14 43 (1.09%) Financial Institution
15 42 (1.07%) Publishing
16 39 (0.99%) Manufacturing
17 26 (0.66%) Law
18 25 (0.64%) Retail Banking
19 24 (0.61%) Pharmaceutical
20 23 (0.58%) Military
Job Titles
1 1226 (31.16%) Developer
2 1167 (29.66%) Analyst
3 713 (18.12%) Architect
4 608 (15.46%) Business Analyst
5 362 (9.20%) Data Architect
6 311 (7.91%) Business Intelligence Developer
7 304 (7.73%) Consultant
8 264 (6.71%) Data Analyst
9 187 (4.75%) Senior Developer
10 168 (4.27%) SQL Developer
11 158 (4.02%) Solutions Architect
12 145 (3.69%) Business Intelligence Analyst
13 141 (3.58%) Senior Analyst
14 127 (3.23%) Java Developer
15 117 (2.97%) Business Intelligence Consultant
16 113 (2.87%) Systems Analyst
17 107 (2.72%) Oracle Developer
18 97 (2.47%) Senior Business Analyst
19 95 (2.41%) Business Developer
20 94 (2.39%) DBA
Libraries, Frameworks & Software Standards
1 385 (9.79%) XML
2 336 (8.54%) .NET
3 261 (6.63%) Web Services
4 192 (4.88%) HTML
5 129 (3.28%) CSS
6 114 (2.90%) J2EE
7 112 (2.85%) Middleware
8 111 (2.82%) MDX
9 110 (2.80%) SOAP
10 107 (2.72%) ASP.NET
11 101 (2.57%) jQuery
12 94 (2.39%) RESTful
13 87 (2.21%) REST
14 84 (2.14%) Hibernate
15 76 (1.93%) Spring
16 71 (1.80%) WCF
17 58 (1.47%) XML Schema
18 51 (1.30%) .NET Framework
19 47 (1.19%) JMS
20 44 (1.12%) JSON
Miscellaneous
1 770 (19.57%) Analytical Skills
2 297 (7.55%) Management Information System
3 274 (6.96%) Data Integration
4 272 (6.91%) Computer Science
5 227 (5.77%) Data Structures
6 212 (5.39%) Visualisation
7 170 (4.32%) Mathematics
8 112 (2.85%) Statistics
9 100 (2.54%) User Experience
10 84 (2.14%) Enterprise Software
11 83 (2.11%) Reference Data
12 76 (1.93%) Data Centre
13 74 (1.88%) Algorithms
14 64 (1.63%) Replication
15 58 (1.47%) Data Extraction
16 54 (1.37%) Taxonomies
17 46 (1.17%) Client/Server
18 44 (1.12%) Data Protection Act
19 43 (1.09%) Mobile App
20 38 (0.97%) Data Conversion
Operating Systems
1 214 (5.44%) Windows
2 206 (5.24%) UNIX
3 191 (4.86%) Linux
4 35 (0.89%) Windows Server 2003
5 34 (0.86%) Apple iOS
6 32 (0.81%) Android
7 31 (0.79%) Windows XP
8 26 (0.66%) CentOS
9 23 (0.58%) Windows Server 2008
10 19 (0.48%) Ubuntu
11 18 (0.46%) Debian
12 10 (0.25%) Windows 7
13 6 (0.15%) Red Hat Enterprise Linux
14 5 (0.13%) zOS
15 4 (0.10%) Windows Server 2012
16 3 (0.076%) Windows Vista
17 2 (0.051%) BlackBerry OS
17 2 (0.051%) Windows Phone
Processes & Methodologies
1 1646 (41.84%) Business Intelligence
2 1227 (31.19%) ETL
3 995 (25.29%) Agile Software Development
4 765 (19.45%) Analytics
5 552 (14.03%) Data Analysis
6 505 (12.84%) Business Analysis
7 478 (12.15%) Data Architecture
8 459 (11.67%) Data Management
9 443 (11.26%) UML
10 362 (9.20%) Project Management
11 359 (9.13%) Logical Data Model
12 315 (8.01%) SDLC
13 299 (7.60%) Performance Tuning
14 294 (7.47%) Stakeholder Management
15 287 (7.30%) Scrum
16 281 (7.14%) Migration
17 273 (6.94%) CRM
18 261 (6.63%) Mentoring
19 230 (5.85%) OO
19 230 (5.85%) Data Governance
Programming Languages
1 1809 (45.98%) SQL
2 647 (16.45%) Java
3 379 (9.63%) T-SQL
4 334 (8.49%) C#
5 255 (6.48%) JavaScript
6 250 (6.35%) PL/SQL
7 145 (3.69%) R
8 129 (3.28%) Python
9 123 (3.13%) C++
10 102 (2.59%) PHP
11 89 (2.26%) VBA
12 84 (2.14%) Shell Script
13 77 (1.96%) C
14 60 (1.53%) Perl
15 53 (1.35%) MATLAB
16 48 (1.22%) ABAP
17 45 (1.14%) VB
18 41 (1.04%) Bash Shell
19 40 (1.02%) Apex Code
20 36 (0.92%) Ruby
Qualifications
1 702 (17.84%) Degree
2 93 (2.36%) Security Cleared
3 65 (1.65%) ISEB
4 37 (0.94%) SC Cleared
5 28 (0.71%) DV Cleared
6 23 (0.58%) PhD
6 23 (0.58%) Oracle Certification
7 19 (0.48%) PMI Certification
8 18 (0.46%) OCP
8 18 (0.46%) IIBA
9 15 (0.38%) MBA
9 15 (0.38%) Microsoft Certification
10 13 (0.33%) CBAP
10 13 (0.33%) ISTQB
11 10 (0.25%) Postgraduate
12 9 (0.23%) PRINCE2 Practitioner
13 8 (0.20%) CIMA
13 8 (0.20%) MCITP
13 8 (0.20%) PMP
13 8 (0.20%) HND
Quality Assurance & Compliance
1 262 (6.66%) QA
2 174 (4.42%) Data Quality
3 37 (0.94%) SLA
4 23 (0.58%) MiFID
4 23 (0.58%) EMIR
5 22 (0.56%) CRD IV
6 10 (0.25%) ISO 9001
7 9 (0.23%) ISO/IEC 27001
7 9 (0.23%) Sarbanes-Oxley
7 9 (0.23%) Solvency II
8 5 (0.13%) ISO 14001
9 4 (0.10%) Basel III
10 3 (0.076%) PCI DSS
10 3 (0.076%) COBIT
10 3 (0.076%) Dodd-Frank
11 2 (0.051%) FATCA
11 2 (0.051%) DO-178B
11 2 (0.051%) JSP 440
12 1 (0.025%) ISO 9000
12 1 (0.025%) Basel II
System Software
1 25 (0.64%) VMware Infrastructure
2 24 (0.61%) Active Directory
3 22 (0.56%) HDFS
4 18 (0.46%) iptables
4 18 (0.46%) Samba
4 18 (0.46%) Postfix
4 18 (0.46%) XenServer
5 10 (0.25%) Apache Flume
6 9 (0.23%) Oracle RAC
7 4 (0.10%) VMware ESX
8 3 (0.076%) Oracle Clusterware
9 2 (0.051%) XenDesktop
9 2 (0.051%) XenApp
10 1 (0.025%) Varnish
10 1 (0.025%) Cronacle
10 1 (0.025%) GPFS
Systems Management
1 33 (0.84%) Puppet
2 27 (0.69%) Opscode Chef
3 25 (0.64%) HP Quality Center
4 18 (0.46%) ZABBIX
5 12 (0.31%) Salt
6 8 (0.20%) Oracle Enterprise Manager
6 8 (0.20%) Oracle RMAN
7 6 (0.15%) Data Guard
7 6 (0.15%) SCCM
8 5 (0.13%) Oracle EDQ
9 3 (0.076%) Oracle Flashback
9 3 (0.076%) Oozie
9 3 (0.076%) Control-M
10 2 (0.051%) SCOM
10 2 (0.051%) SCOrch
10 2 (0.051%) Ansible
11 1 (0.025%) TIBCO Hawk
11 1 (0.025%) EMC NetWorker
Vendors
1 1016 (25.83%) Oracle
2 789 (20.06%) Microsoft
3 352 (8.95%) SAP
4 291 (7.40%) Business Objects
5 289 (7.35%) Cognos
6 287 (7.30%) Tableau
7 254 (6.46%) IBM
8 233 (5.92%) Informatica
9 155 (3.94%) Teradata
10 85 (2.16%) Salesforce.com
11 78 (1.98%) Sybase
12 76 (1.93%) Talend
13 75 (1.91%) MicroStrategy
14 71 (1.80%) Google
15 49 (1.25%) Hyperion
16 43 (1.09%) Ab Initio
17 41 (1.04%) Netezza
18 40 (1.02%) hybris
19 30 (0.76%) ATG
20 27 (0.69%) Trillium
Bristol, Somerset
Connectus
Posted: 1 hour ago
City, London
RecruitmentRevolution.com Limited
Salary: Competitive Salary plus Benefits
Posted: 4 hours ago
City, London
Harrington Starr
Salary: £85000 - £100000 per annum + Bonus, Benefits and Training
Posted: 5 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £100000 - £120000 per annum + Bonus & Benefits
Posted: 7 hours ago
London
Salt
Salary: £40000 - £50000 per annum
Posted: 7 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £75000 - £85000 per annum + Bonus + car allowance
Posted: 8 hours ago
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 8 hours ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 8 hours ago
Slough, Berkshire
The Bridge Ltd
Salary: Up to circa £45,000 + 15% bonus + excellent benefits
Posted: 8 hours ago
City, London
Quant Capital
Salary: Up to £55,000 per annum Bonus Medical Pension
Posted: 9 hours ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: 9 hours ago
Reading, Berkshire
CGI
Salary: £35000 - £45000 per annum + benefits
Posted: 10 hours ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum + Benefits
Posted: 10 hours ago
London
Experian
Salary: Bonus, Pension
Posted: 10 hours ago
London
Experian
Salary: bonus, pension
Posted: 10 hours ago
Nottingham, Nottinghamshire
Experian
Salary: £Competitive+package
Posted: 10 hours ago
Nottingham, Nottinghamshire
Experian
Salary: £competitive + excellent benefits
Posted: 11 hours ago
Bedfordshire
Montash
Salary: £44000 per annum + package
Posted: 11 hours ago
City, London
Oxbridge Answers
Salary: 65k-80k
Posted: 12 hours ago
City, London
Duke Hudson
Salary: £50,000 per annum
Posted: 13 hours ago