The table below looks at the statistics for Data Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 7 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
7 May 2015
Same period 2014 Same period 2013
Data Modeling
Rank 147 143 138
Rank change year-on-year
-4 -5
Permanent jobs citing Data Modelling 2211 2450 2331
As % of all permanent IT jobs located in the UK 2.01% 2.01% 2.12%
As % of the Processes & Methodologies category 2.41% 2.45% 2.64%
Number of salaries quoted 1719 1937 1744
Average salary £53,500 £50,000 £50,000
Average salary % change year-on-year
+7.00% -
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £80,000 £75,050 £77,500
UK excluding London average salary £46,500 £45,000 £45,000
% change year-on-year
+3.33% -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
91598 99987 88133
As % of all permanent IT jobs located in the UK 83.34% 82.04% 80.06%
Number of salaries quoted 74162 80730 72429
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,000 £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

This chart provides the 3-month moving total of permanent IT jobs citing Data Modelling within the UK as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the UK

Data Modelling
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling within the UK.

Data Modelling Salary Trend in the UK

Data Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Modelling over the 3 months to 7 May 2015 within the UK.

Data Modelling Salary Histogram in the UK

Data Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the UK over the 3 months to 7 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
England -2 2063 £55,000 +10.00% 237
London -3 1131 £60,000 +4.34% 137
South East +11 412 £50,000 +11.11% 29
City of London -16 222 £62,500 +8.69% 39
East of England +41 117 £47,500 +11.76% 10
South West -10 109 £45,000 -10.00% 10
Yorkshire +6 102 £40,000 -5.88% 22
Hampshire +26 95 £43,500 -3.33% 7
Berkshire -21 89 £55,000 +17.64% 3
Surrey +38 84 £52,500 +5.00% 7
Scotland +7 83 £44,000 -7.36% 11
West Midlands -14 72 £45,500 -4.21% 6
Buckinghamshire +11 63 £47,500 +5.55% 4
West Yorkshire -2 63 £40,000 -11.11% 15
East Midlands +21 61 £42,500 +6.25% 5
Edinburgh +24 57 £44,000 -22.12% 5
Gloucestershire +36 55 £41,500 +3.75% 5
North West -43 53 £45,000 - 13
Milton Keynes +5 38 £43,750 +9.37%
Leeds -2 37 £45,000 -5.26% 12
Slough +26 33 £55,000 +15.78%
Essex +22 32 £52,500 +23.52% 1
Bristol +17 30 £37,500 +15.38% 2
Glasgow +3 29 £42,500 -9.57% 4
Hertfordshire +13 28 £50,000 +5.26% 1
Cheltenham +31 26 £41,500 +3.75%
Nottinghamshire +11 26 £40,000 -2.09% 4
Bedfordshire +13 25 £47,500 +18.75% 3
Northamptonshire +6 25 £50,000 +28.20% 1
Oxfordshire +4 25 £55,000 +22.22% 4

Data Modelling
Top 30 Related IT Skills

For the 6 months to 7 May 2015, IT jobs within the UK 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 1852 (43.65%) SQL
2 1701 (40.09%) Business Intelligence
3 1446 (34.08%) Finance
4 1360 (32.05%) Data Warehouse
5 1318 (31.06%) ETL
6 1043 (24.58%) Agile Software Development
7 1039 (24.49%) SQL Server
8 1013 (23.87%) Oracle
9 866 (20.41%) Analytical Skills
10 774 (18.24%) Analytics
11 764 (18.01%) SQL Server Integration Services
12 748 (17.63%) Microsoft
13 745 (17.56%) Degree
14 690 (16.26%) Java
15 601 (14.16%) Data Analysis
16 528 (12.44%) Data Management
17 526 (12.40%) SQL Server Reporting Services
18 504 (11.88%) Data Architecture
19 485 (11.43%) Business Analysis
20 471 (11.10%) Banking
21 460 (10.84%) Relational Database
22 457 (10.77%) SQL Server Analysis Services
23 449 (10.58%) Big Data
24 446 (10.51%) Project Management
25 441 (10.39%) UML
26 436 (10.28%) SAP
27 434 (10.23%) MS Excel
28 419 (9.88%) XML
29 377 (8.89%) T-SQL
30 370 (8.72%) .NET

Data Modelling
Top Related IT Skills by Category

For the 6 months to 7 May 2015, IT jobs within the UK 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
1 261 (6.15%) SAS
2 146 (3.44%) SharePoint
3 62 (1.46%) Apache Pig
4 56 (1.32%) IIS
5 49 (1.15%) Apache Spark
6 48 (1.13%) Tomcat
7 45 (1.06%) Apache
8 44 (1.04%) WebLogic
8 44 (1.04%) WebSphere
9 41 (0.97%) JBoss
10 40 (0.94%) NetWeaver
11 32 (0.75%) Confluence
12 29 (0.68%) BizTalk Server
13 22 (0.52%) Node.js
13 22 (0.52%) Oracle Workflow
14 19 (0.45%) CMS
15 17 (0.40%) OpenStack
16 16 (0.38%) MediaWiki
16 16 (0.38%) nginx
17 14 (0.33%) FileNet
Applications
1 434 (10.23%) MS Excel
2 156 (3.68%) SPSS
3 151 (3.56%) MS Office
4 110 (2.59%) MS Visio
5 99 (2.33%) PowerPivot
6 46 (1.08%) MS PowerPoint
7 27 (0.64%) Spreadsheet
8 26 (0.61%) MS Project
9 7 (0.16%) CPLEX
10 5 (0.12%) MicroStation
11 4 (0.094%) OmniGraffle
12 3 (0.071%) FastStats
13 2 (0.047%) EViews
13 2 (0.047%) Fireworks
14 1 (0.024%) Stata
Business Applications
1 54 (1.27%) Cognos Business Intelligence
2 44 (1.04%) SAP CRM
3 42 (0.99%) Dynamics CRM
4 35 (0.82%) Cognos TM1
5 32 (0.75%) Oracle EBS
6 23 (0.54%) Radian6
7 19 (0.45%) SAP ERP
8 16 (0.38%) Markit EDM
8 16 (0.38%) Oracle BPM
9 15 (0.35%) BusinessWorks
9 15 (0.35%) Oracle ERP
10 14 (0.33%) Oracle EBS R12
11 13 (0.31%) SAP IS-U
11 13 (0.31%) Oracle Retail
12 12 (0.28%) Dynamics AX
13 10 (0.24%) SAP Oil and Gas
14 9 (0.21%) Remedy ITSM
14 9 (0.21%) Oracle Applications
15 7 (0.16%) SAP BPC
16 5 (0.12%) LatentZero
Cloud Services
1 100 (2.36%) SaaS
2 92 (2.17%) Amazon AWS
3 54 (1.27%) Microsoft Azure
4 33 (0.78%) Force.com
4 33 (0.78%) PaaS
4 33 (0.78%) IaaS
5 32 (0.75%) Google Analytics
6 30 (0.71%) Cloud Computing
7 24 (0.57%) Boomi
8 16 (0.38%) Google Cloud Platform
9 14 (0.33%) Terremark
9 14 (0.33%) Google Apps
10 12 (0.28%) Amazon EMR
11 8 (0.19%) Google App Engine
12 7 (0.16%) GitHub
13 6 (0.14%) Amazon EC2
14 4 (0.094%) Lucidchart
15 3 (0.071%) Amazon S3
16 2 (0.047%) Scribe Online
16 2 (0.047%) CallidusCloud
Communications & Networking
1 62 (1.46%) Internet
2 30 (0.71%) Firewall
3 26 (0.61%) LDAP
4 25 (0.59%) HTTP
5 19 (0.45%) Network Security
6 16 (0.38%) BGP
6 16 (0.38%) EIGRP
6 16 (0.38%) IPsec
6 16 (0.38%) IPv6
6 16 (0.38%) VPN
6 16 (0.38%) WAN
6 16 (0.38%) OSPF
6 16 (0.38%) LAN
7 13 (0.31%) FTP
8 9 (0.21%) TCP/IP
8 9 (0.21%) Ethernet
9 8 (0.19%) Intranet
9 8 (0.19%) SSH
10 7 (0.16%) DSL
11 6 (0.14%) 4G
Database & Business Intelligence
1 1360 (32.05%) Data Warehouse
2 1039 (24.49%) SQL Server
3 764 (18.01%) SQL Server Integration Services
4 526 (12.40%) SQL Server Reporting Services
5 460 (10.84%) Relational Database
6 457 (10.77%) SQL Server Analysis Services
7 449 (10.58%) Big Data
8 315 (7.42%) OLAP
9 312 (7.35%) Oracle Database
10 270 (6.36%) QlikView
11 263 (6.20%) SQL Server 2008
12 256 (6.03%) Hadoop
13 251 (5.92%) Data Mining
14 222 (5.23%) RDBMS
15 210 (4.95%) Oracle BI EE
16 189 (4.45%) BusinessObjects
17 172 (4.05%) Oracle ODI
18 162 (3.82%) Oracle Reports
19 153 (3.61%) MySQL
20 148 (3.49%) Oracle Database 11g
Development Applications
1 115 (2.71%) ERwin
2 101 (2.38%) Git (software)
3 86 (2.03%) Subversion
4 79 (1.86%) Talend Open Studio
4 79 (1.86%) JIRA
5 73 (1.72%) Toad
6 71 (1.67%) Team Foundation Server
7 39 (0.92%) Visual Studio
8 37 (0.87%) Jenkins
9 36 (0.85%) JUnit
10 33 (0.78%) PowerDesigner
11 23 (0.54%) Oracle APEX
11 23 (0.54%) Eclipse
11 23 (0.54%) Mercurial
12 20 (0.47%) SQL Server Management Studio (SSMS)
12 20 (0.47%) Rational DOORS
13 19 (0.45%) Oracle Forms
14 17 (0.40%) Hudson
15 16 (0.38%) Xcode
16 15 (0.35%) IntelliJ
General
1 1446 (34.08%) Finance
2 471 (11.10%) Banking
3 347 (8.18%) Retail
4 209 (4.93%) Marketing
5 143 (3.37%) Telecoms
6 126 (2.97%) Investment Banking
7 99 (2.33%) Legal
8 62 (1.46%) Front Office
9 61 (1.44%) Manufacturing
10 56 (1.32%) Back Office
11 51 (1.20%) Games
12 49 (1.15%) Advertising
13 47 (1.11%) Automotive
14 42 (0.99%) Financial Institution
15 39 (0.92%) Aerospace
16 34 (0.80%) Publishing
17 28 (0.66%) Retail Banking
18 23 (0.54%) Law
19 20 (0.47%) Pharmaceutical
19 20 (0.47%) Electronics
Job Titles
1 1241 (29.25%) Developer
2 1159 (27.32%) Analyst
3 845 (19.92%) Architect
4 592 (13.95%) Business Analyst
5 371 (8.74%) Data Architect
6 362 (8.53%) Consultant
7 299 (7.05%) Business Intelligence Developer
8 264 (6.22%) Data Analyst
9 207 (4.88%) Solutions Architect
10 188 (4.43%) Senior Developer
11 160 (3.77%) Business Intelligence Consultant
12 151 (3.56%) Senior Analyst
13 149 (3.51%) SQL Developer
14 142 (3.35%) Business Intelligence Analyst
15 136 (3.21%) DBA
16 118 (2.78%) Systems Analyst
17 115 (2.71%) Java Developer
18 111 (2.62%) Business Intelligence Architect
19 103 (2.43%) Senior Business Analyst
20 95 (2.24%) Oracle Developer
Libraries, Frameworks & Software Standards
1 419 (9.88%) XML
2 370 (8.72%) .NET
3 270 (6.36%) Web Services
4 239 (5.63%) HTML
5 153 (3.61%) CSS
6 127 (2.99%) Middleware
7 120 (2.83%) jQuery
8 116 (2.73%) MDX
9 111 (2.62%) ASP.NET
9 111 (2.62%) J2EE
10 99 (2.33%) RESTful
11 98 (2.31%) SOAP
12 80 (1.89%) REST
13 76 (1.79%) XML Schema
14 74 (1.74%) WCF
15 73 (1.72%) Spring
16 65 (1.53%) Hibernate
17 64 (1.51%) HTML5
18 62 (1.46%) .NET Framework
19 61 (1.44%) JSON
Miscellaneous
1 866 (20.41%) Analytical Skills
2 348 (8.20%) Data Integration
3 278 (6.55%) Management Information System
4 274 (6.46%) Computer Science
5 219 (5.16%) Data Structures
6 216 (5.09%) Visualisation
7 212 (5.00%) Mathematics
8 132 (3.11%) Statistics
9 119 (2.80%) User Experience
10 98 (2.31%) Enterprise Software
11 89 (2.10%) Reference Data
12 76 (1.79%) Replication
13 71 (1.67%) Algorithms
14 68 (1.60%) Open Source
15 62 (1.46%) Mobile App
16 53 (1.25%) Client/Server
17 49 (1.15%) Data Extraction
18 44 (1.04%) Social Media
19 43 (1.01%) Mainframe
20 42 (0.99%) N-Tier
Operating Systems
1 263 (6.20%) Windows
2 237 (5.59%) UNIX
3 217 (5.11%) Linux
4 45 (1.06%) Apple iOS
5 43 (1.01%) Windows XP
6 42 (0.99%) Windows Server 2003
7 41 (0.97%) Android
8 36 (0.85%) Windows Server 2008
9 26 (0.61%) CentOS
10 16 (0.38%) Debian
10 16 (0.38%) Ubuntu
11 9 (0.21%) Windows Vista
11 9 (0.21%) Windows 7
12 8 (0.19%) Red Hat Enterprise Linux
13 6 (0.14%) Windows NT
14 5 (0.12%) zOS
14 5 (0.12%) Windows Phone
15 4 (0.094%) BlackBerry OS
16 3 (0.071%) Solaris
16 3 (0.071%) Windows Server 2012
Processes & Methodologies
1 1701 (40.09%) Business Intelligence
2 1318 (31.06%) ETL
3 1043 (24.58%) Agile Software Development
4 774 (18.24%) Analytics
5 601 (14.16%) Data Analysis
6 528 (12.44%) Data Management
7 504 (11.88%) Data Architecture
8 485 (11.43%) Business Analysis
9 446 (10.51%) Project Management
10 441 (10.39%) UML
11 370 (8.72%) Logical Data Model
12 330 (7.78%) Scrum
13 316 (7.45%) Performance Tuning
14 292 (6.88%) E-Commerce
15 289 (6.81%) CRM
16 279 (6.58%) Stakeholder Management
17 278 (6.55%) OO
18 271 (6.39%) Migration
19 257 (6.06%) Mentoring
20 250 (5.89%) Use Case
Programming Languages
1 1852 (43.65%) SQL
2 690 (16.26%) Java
3 377 (8.89%) T-SQL
4 360 (8.48%) C#
5 287 (6.76%) JavaScript
6 206 (4.86%) PL/SQL
7 172 (4.05%) R
8 146 (3.44%) Python
9 121 (2.85%) C++
10 118 (2.78%) PHP
11 96 (2.26%) VBA
12 84 (1.98%) C
13 82 (1.93%) ABAP
13 82 (1.93%) Shell Script
14 77 (1.81%) MATLAB
15 69 (1.63%) Perl
16 42 (0.99%) VB
17 39 (0.92%) Bash Shell
18 38 (0.90%) COBOL
18 38 (0.90%) Ruby
Qualifications
1 745 (17.56%) Degree
2 98 (2.31%) Security Cleared
3 55 (1.30%) ISEB
4 42 (0.99%) SC Cleared
5 32 (0.75%) DV Cleared
6 31 (0.73%) PhD
7 26 (0.61%) Oracle Certification
8 24 (0.57%) PMI Certification
9 21 (0.49%) OCP
10 17 (0.40%) IIBA
11 13 (0.31%) Microsoft Certification
12 12 (0.28%) CBAP
12 12 (0.28%) Postgraduate
13 11 (0.26%) MBA
14 9 (0.21%) HND
14 9 (0.21%) PMP
15 8 (0.19%) PRINCE2 Practitioner
15 8 (0.19%) MCITP
16 7 (0.16%) CIMA
17 5 (0.12%) HNC
Quality Assurance & Compliance
1 241 (5.68%) QA
2 153 (3.61%) Data Quality
3 60 (1.41%) SLA
4 24 (0.57%) ISO 9001
5 23 (0.54%) EMIR
6 22 (0.52%) MiFID
7 21 (0.49%) CRD IV
8 18 (0.42%) Sarbanes-Oxley
9 13 (0.31%) Solvency II
10 10 (0.24%) JSP 440
11 8 (0.19%) ISO/IEC 27001
12 7 (0.16%) ISO 14001
12 7 (0.16%) Basel III
13 5 (0.12%) Dodd-Frank
14 4 (0.094%) Basel II
15 2 (0.047%) FATCA
15 2 (0.047%) PCI DSS
15 2 (0.047%) DO-178B
15 2 (0.047%) GAAP
16 1 (0.024%) COBIT
System Software
1 23 (0.54%) HDFS
2 22 (0.52%) VMware Infrastructure
3 20 (0.47%) Active Directory
3 20 (0.47%) Oracle RAC
4 17 (0.40%) XenServer
5 16 (0.38%) iptables
5 16 (0.38%) Postfix
5 16 (0.38%) Samba
6 15 (0.35%) Apache Flume
7 6 (0.14%) VMware ESX
8 3 (0.071%) Oracle Clusterware
9 2 (0.047%) XenApp
9 2 (0.047%) XenDesktop
9 2 (0.047%) vSphere
10 1 (0.024%) VMware ESXi
10 1 (0.024%) GPFS
Systems Management
1 32 (0.75%) Puppet
2 29 (0.68%) Opscode Chef
3 19 (0.45%) HP Quality Center
4 16 (0.38%) ZABBIX
5 13 (0.31%) Salt
6 12 (0.28%) Oracle Enterprise Manager
7 10 (0.24%) Oracle RMAN
8 8 (0.19%) Oracle EDQ
8 8 (0.19%) Data Guard
8 8 (0.19%) SCCM
9 7 (0.16%) Oozie
10 5 (0.12%) Oracle Flashback
11 4 (0.094%) SCOrch
11 4 (0.094%) SCOM
12 2 (0.047%) Legato
12 2 (0.047%) Tivoli
13 1 (0.024%) Control-M
13 1 (0.024%) HP UCMDB
Vendors
1 1013 (23.87%) Oracle
2 748 (17.63%) Microsoft
3 436 (10.28%) SAP
4 367 (8.65%) Business Objects
5 315 (7.42%) Cognos
6 304 (7.16%) Tableau
7 281 (6.62%) Informatica
8 261 (6.15%) IBM
9 171 (4.03%) Teradata
10 100 (2.36%) Salesforce.com
11 82 (1.93%) Google
12 81 (1.91%) Sybase
13 79 (1.86%) Talend
14 72 (1.70%) MicroStrategy
15 59 (1.39%) Netezza
16 53 (1.25%) Ab Initio
17 51 (1.20%) hybris
18 42 (0.99%) Trillium
19 40 (0.94%) Siebel
20 38 (0.90%) Cognizant
Surrey
Spargonet Consulting Plc
Salary: £40000 - £45000 per annum, Benefits Pension, Life Cover, Private Medic
Posted: 1 hour ago
Nottingham, Nottinghamshire
Experian
Salary: £competitive + excellent benefits
Posted: 9 hours ago
London
Shareforce Ltd - Altius
Posted: 9 hours ago
City, London
Engage PSG
Salary: £58k - £62k per annum + 5k flex benefits
Posted: 9 hours ago
London
Quanta Consultants
Salary: up to £72 per hour + 10% bonus + benefits
Posted: 9 hours ago
City, London
Harrington Starr
Salary: £55000 - £60000 per annum + Benefits + Bonus
Posted: 12 hours ago
London
McGregor Boyall
Salary: £85000 per annum
Posted: 14 hours ago
Leeds, West Yorkshire
Circle Recruitment
Salary: £37000 - £43000 per annum + Benefits
Posted: 14 hours ago
Peterborough, Cambridgeshire
Circle Recruitment
Salary: £30000 - £35000 per annum + Benefits
Posted: 15 hours ago
Edinburgh, Midlothian
Head Resourcing
Salary: £65000 - £70000 per annum + benefits
Posted: 15 hours ago
Gloucestershire
Lorien Resourcing
Salary: £30000 - £60000 per annum + Excellent Benefits
Posted: 15 hours ago
South West
ANSON MCCADE
Salary: Circa £40,000- £50,000+ an EXCELLENT package
Posted: 16 hours ago
London
ANSON MCCADE
Salary: Circa £40,000- £50,000+ an EXCELLENT package
Posted: 16 hours ago
City, London
Personnel IT
Salary: £40000.00 - £50000.00 per annum
Posted: 17 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 18 hours ago
Bournemouth, Dorset
Vitality
Salary: Highly Competitive plus benefits and bonus potential
Posted: 19 hours ago
City, London
Randstad Technologies
Salary: £50000.00 per annum
Posted: 20 hours ago
Walton-On-Thames, Surrey
Go IT Recruitment Ltd
Salary: From £30,000 to £50,000 per annum + benefits
Posted: 21 hours ago
Gloucester, Gloucestershire
TEKsystems
Salary: £35000 - £50000 per annum + BONUS + Benefits
Posted: 23 hours ago
Solihull, West Midlands (County)
Anderson Lamb
Salary: From £45,000 to £55,000 per annum plus bonus & benefits
Posted: 23 hours ago