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

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
Data Modeling
Rank 146 140 143
Rank change year-on-year
-6 +3
Permanent jobs citing Data Modelling 2141 2400 2156
As % of all permanent IT jobs located in the UK 2.00% 2.04% 1.98%
As % of the Processes & Methodologies category 2.40% 2.49% 2.48%
Number of salaries quoted 1667 1914 1619
Average salary £53,000 £50,000 £50,000
Average salary % change year-on-year
+6.00% -
90% offered a salary of more than £36,500 £35,000 £35,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London average salary £45,000 £45,000 £45,000

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
89248 96221 87010
As % of all permanent IT jobs located in the UK 83.53% 81.95% 79.97%
Number of salaries quoted 72491 78159 71532
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 £31,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,485 £42,500 £40,000
% change year-on-year
+4.66% +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 22 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 22 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 -5 2011 £53,500 +5.94% 245
London -2 1089 £60,000 - 111
South East +10 398 £50,000 +11.11% 50
City of London -16 218 £60,000 - 30
South West -10 112 £41,500 -17.00% 13
East of England +21 111 £47,500 +11.76% 11
Yorkshire +5 101 £40,000 -5.88% 19
Hampshire +21 100 £43,500 -3.33% 10
Berkshire -6 85 £55,000 +10.00% 13
West Midlands -8 78 £45,000 - 10
Surrey +49 74 £52,500 +10.52% 5
Scotland -3 73 £44,000 -7.36% 19
Buckinghamshire +17 64 £47,500 +5.55% 5
East Midlands +19 62 £45,000 +11.30% 3
West Yorkshire +6 61 £42,500 -5.55% 14
North West -46 55 £42,500 -1.73% 19
Gloucestershire +40 54 £43,250 +8.12% 4
Edinburgh +21 47 £44,000 -22.12% 3
Milton Keynes +4 41 £49,000 +22.50% 3
Leeds +14 39 £45,000 +5.88% 11
Bristol +12 39 £37,500 +15.38% 4
Slough +29 33 £55,000 +10.00% 3
Hertfordshire +8 32 £50,000 -28.57% 1
Essex +7 27 £52,500 +20.00% 2
Glasgow -9 27 £40,750 -13.29% 8
Northamptonshire +7 26 £47,500 +25.00%
Nottinghamshire +6 25 £40,000 -4.02% 1
Manchester -23 25 £48,500 +14.11% 7
Reading -37 25 £67,500 +35.00% 6
Nottingham -8 24 £40,000 -2.09% 1

Data Modelling
Top 30 Related IT Skills

For the 6 months to 22 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 1867 (44.37%) SQL
2 1729 (41.09%) Business Intelligence
3 1414 (33.60%) Finance
4 1327 (31.54%) Data Warehouse
5 1304 (30.99%) ETL
6 1051 (24.98%) SQL Server
7 1026 (24.38%) Agile Software Development
8 1019 (24.22%) Oracle
9 864 (20.53%) Analytical Skills
10 789 (18.75%) Analytics
11 772 (18.35%) SQL Server Integration Services
12 765 (18.18%) Microsoft
13 758 (18.01%) Degree
14 679 (16.14%) Java
15 586 (13.93%) Data Analysis
16 539 (12.81%) SQL Server Reporting Services
17 513 (12.19%) Data Management
18 503 (11.95%) Business Analysis
19 495 (11.76%) Data Architecture
20 480 (11.41%) Banking
21 472 (11.22%) SQL Server Analysis Services
22 461 (10.96%) MS Excel
23 449 (10.67%) UML
24 448 (10.65%) Relational Database
25 447 (10.62%) Big Data
26 444 (10.55%) Project Management
27 427 (10.15%) SAP
28 410 (9.74%) XML
29 390 (9.27%) T-SQL
30 375 (8.91%) Logical Data Model

Data Modelling
Top Related IT Skills by Category

For the 6 months to 22 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
1 260 (6.18%) SAS
2 145 (3.45%) SharePoint
3 58 (1.38%) IIS
3 58 (1.38%) Apache Pig
4 49 (1.16%) WebLogic
4 49 (1.16%) Apache Spark
5 44 (1.05%) WebSphere
6 43 (1.02%) Tomcat
6 43 (1.02%) JBoss
7 42 (1.00%) Apache
7 42 (1.00%) NetWeaver
8 34 (0.81%) Confluence
9 30 (0.71%) BizTalk Server
10 24 (0.57%) Oracle Workflow
11 22 (0.52%) Node.js
12 18 (0.43%) CMS
13 17 (0.40%) nginx
13 17 (0.40%) MediaWiki
14 16 (0.38%) OpenStack
15 15 (0.36%) FileNet
Applications
1 461 (10.96%) MS Excel
2 160 (3.80%) MS Office
3 148 (3.52%) SPSS
4 111 (2.64%) MS Visio
5 96 (2.28%) PowerPivot
6 49 (1.16%) MS PowerPoint
7 30 (0.71%) Spreadsheet
8 27 (0.64%) MS Project
9 5 (0.12%) CPLEX
9 5 (0.12%) MicroStation
10 4 (0.095%) OmniGraffle
11 2 (0.048%) FastStats
12 1 (0.024%) Stata
12 1 (0.024%) Fireworks
12 1 (0.024%) EViews
Business Applications
1 53 (1.26%) Cognos Business Intelligence
2 45 (1.07%) Dynamics CRM
3 42 (1.00%) SAP CRM
4 40 (0.95%) Oracle EBS
5 35 (0.83%) Cognos TM1
6 21 (0.50%) Radian6
7 19 (0.45%) SAP ERP
8 17 (0.40%) Oracle BPM
9 16 (0.38%) Oracle EBS R12
9 16 (0.38%) BusinessWorks
9 16 (0.38%) Oracle ERP
10 15 (0.36%) Dynamics AX
11 13 (0.31%) Markit EDM
11 13 (0.31%) Oracle Retail
12 10 (0.24%) Oracle Applications
13 9 (0.21%) SAP IS-U
13 9 (0.21%) Remedy ITSM
13 9 (0.21%) SAP BPC
14 8 (0.19%) SAP Oil and Gas
15 7 (0.17%) WebTrends
Cloud Services
1 110 (2.61%) SaaS
2 91 (2.16%) Amazon AWS
3 57 (1.35%) Microsoft Azure
4 37 (0.88%) IaaS
5 35 (0.83%) Google Analytics
5 35 (0.83%) Force.com
6 34 (0.81%) PaaS
7 33 (0.78%) Cloud Computing
8 21 (0.50%) Boomi
9 15 (0.36%) Google Cloud Platform
10 14 (0.33%) Terremark
10 14 (0.33%) Google Apps
11 12 (0.29%) Amazon EMR
12 8 (0.19%) GitHub
12 8 (0.19%) Google App Engine
13 6 (0.14%) Amazon EC2
14 4 (0.095%) Lucidchart
15 3 (0.071%) Amazon S3
15 3 (0.071%) Adobe Analytics
16 2 (0.048%) Scribe Online
Communications & Networking
1 57 (1.35%) Internet
2 31 (0.74%) Firewall
3 27 (0.64%) LDAP
4 21 (0.50%) HTTP
5 20 (0.48%) Network Security
6 17 (0.40%) IPsec
6 17 (0.40%) EIGRP
6 17 (0.40%) BGP
6 17 (0.40%) LAN
6 17 (0.40%) WAN
6 17 (0.40%) IPv6
6 17 (0.40%) VPN
6 17 (0.40%) OSPF
7 14 (0.33%) DSL
8 13 (0.31%) FTP
9 10 (0.24%) Broadband
10 9 (0.21%) Ethernet
11 8 (0.19%) TCP/IP
12 7 (0.17%) DNS
12 7 (0.17%) SSH
Database & Business Intelligence
1 1327 (31.54%) Data Warehouse
2 1051 (24.98%) SQL Server
3 772 (18.35%) SQL Server Integration Services
4 539 (12.81%) SQL Server Reporting Services
5 472 (11.22%) SQL Server Analysis Services
6 448 (10.65%) Relational Database
7 447 (10.62%) Big Data
8 308 (7.32%) OLAP
8 308 (7.32%) Oracle Database
9 268 (6.37%) QlikView
10 259 (6.15%) SQL Server 2008
11 248 (5.89%) Hadoop
12 245 (5.82%) Data Mining
13 212 (5.04%) RDBMS
14 197 (4.68%) Oracle BI EE
15 191 (4.54%) BusinessObjects
16 169 (4.02%) Oracle ODI
17 164 (3.90%) Oracle Reports
18 147 (3.49%) Oracle Database 11g
19 138 (3.28%) Enterprise Data Warehouse
Development Applications
1 125 (2.97%) ERwin
2 100 (2.38%) Git (software)
3 83 (1.97%) JIRA
3 83 (1.97%) Subversion
4 80 (1.90%) Talend Open Studio
5 71 (1.69%) Toad
5 71 (1.69%) Team Foundation Server
6 47 (1.12%) Visual Studio
7 38 (0.90%) Jenkins
8 35 (0.83%) PowerDesigner
9 30 (0.71%) JUnit
10 24 (0.57%) Oracle APEX
11 23 (0.55%) SQL Server Management Studio (SSMS)
12 22 (0.52%) Eclipse
13 21 (0.50%) Mercurial
14 18 (0.43%) Rational DOORS
14 18 (0.43%) Hudson
15 16 (0.38%) Xcode
16 15 (0.36%) JMeter
17 14 (0.33%) Maven
General
1 1414 (33.60%) Finance
2 480 (11.41%) Banking
3 349 (8.29%) Retail
4 206 (4.90%) Marketing
5 140 (3.33%) Telecoms
6 129 (3.07%) Investment Banking
7 88 (2.09%) Legal
8 61 (1.45%) Front Office
9 59 (1.40%) Manufacturing
10 55 (1.31%) Advertising
11 52 (1.24%) Back Office
12 50 (1.19%) Games
13 44 (1.05%) Automotive
14 43 (1.02%) Financial Institution
15 38 (0.90%) Publishing
16 37 (0.88%) Aerospace
17 27 (0.64%) Retail Banking
18 22 (0.52%) Law
18 22 (0.52%) Pharmaceutical
19 20 (0.48%) Electronics
Job Titles
1 1233 (29.30%) Developer
2 1185 (28.16%) Analyst
3 803 (19.08%) Architect
4 607 (14.42%) Business Analyst
5 366 (8.70%) Consultant
6 362 (8.60%) Data Architect
7 311 (7.39%) Business Intelligence Developer
8 271 (6.44%) Data Analyst
9 195 (4.63%) Solutions Architect
10 173 (4.11%) Senior Developer
11 161 (3.83%) Business Intelligence Consultant
12 159 (3.78%) Senior Analyst
13 148 (3.52%) SQL Developer
14 147 (3.49%) Business Intelligence Analyst
15 124 (2.95%) Systems Analyst
16 123 (2.92%) DBA
17 117 (2.78%) Java Developer
18 109 (2.59%) Senior Business Analyst
19 99 (2.35%) Oracle Developer
19 99 (2.35%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 410 (9.74%) XML
2 362 (8.60%) .NET
3 264 (6.27%) Web Services
4 225 (5.35%) HTML
5 144 (3.42%) CSS
6 121 (2.88%) MDX
7 120 (2.85%) Middleware
8 116 (2.76%) jQuery
9 111 (2.64%) J2EE
10 109 (2.59%) SOAP
11 105 (2.50%) ASP.NET
12 101 (2.40%) RESTful
13 87 (2.07%) REST
14 76 (1.81%) WCF
15 71 (1.69%) XML Schema
16 70 (1.66%) Spring
17 69 (1.64%) Hibernate
18 60 (1.43%) .NET Framework
19 58 (1.38%) HTML5
20 57 (1.35%) JSON
Miscellaneous
1 864 (20.53%) Analytical Skills
2 315 (7.49%) Data Integration
3 282 (6.70%) Management Information System
4 270 (6.42%) Computer Science
5 224 (5.32%) Data Structures
6 209 (4.97%) Mathematics
7 208 (4.94%) Visualisation
8 136 (3.23%) Statistics
9 114 (2.71%) User Experience
10 96 (2.28%) Enterprise Software
11 86 (2.04%) Reference Data
12 72 (1.71%) Replication
13 66 (1.57%) Algorithms
14 62 (1.47%) Mobile App
15 60 (1.43%) Open Source
16 55 (1.31%) Data Extraction
17 52 (1.24%) Client/Server
18 43 (1.02%) Social Media
18 43 (1.02%) Taxonomies
19 42 (1.00%) N-Tier
Operating Systems
1 254 (6.04%) Windows
2 221 (5.25%) UNIX
3 207 (4.92%) Linux
4 44 (1.05%) Apple iOS
5 41 (0.97%) Windows Server 2003
6 40 (0.95%) Android
7 39 (0.93%) Windows XP
8 34 (0.81%) Windows Server 2008
9 26 (0.62%) CentOS
10 17 (0.40%) Debian
10 17 (0.40%) Ubuntu
11 10 (0.24%) Windows 7
12 9 (0.21%) Windows Vista
13 7 (0.17%) Red Hat Enterprise Linux
14 6 (0.14%) Windows NT
15 5 (0.12%) zOS
16 4 (0.095%) Windows Phone
16 4 (0.095%) BlackBerry OS
17 3 (0.071%) Windows Server 2012
18 2 (0.048%) Solaris
Processes & Methodologies
1 1729 (41.09%) Business Intelligence
2 1304 (30.99%) ETL
3 1026 (24.38%) Agile Software Development
4 789 (18.75%) Analytics
5 586 (13.93%) Data Analysis
6 513 (12.19%) Data Management
7 503 (11.95%) Business Analysis
8 495 (11.76%) Data Architecture
9 449 (10.67%) UML
10 444 (10.55%) Project Management
11 375 (8.91%) Logical Data Model
12 317 (7.53%) Performance Tuning
13 300 (7.13%) Scrum
14 293 (6.96%) Stakeholder Management
15 280 (6.65%) CRM
16 277 (6.58%) E-Commerce
17 274 (6.51%) Migration
18 267 (6.35%) OO
19 246 (5.85%) Mentoring
20 234 (5.56%) SOA
Programming Languages
1 1867 (44.37%) SQL
2 679 (16.14%) Java
3 390 (9.27%) T-SQL
4 349 (8.29%) C#
5 281 (6.68%) JavaScript
6 219 (5.20%) PL/SQL
7 165 (3.92%) R
8 137 (3.26%) Python
9 114 (2.71%) C++
10 113 (2.69%) PHP
11 99 (2.35%) VBA
12 84 (2.00%) Shell Script
13 82 (1.95%) C
14 80 (1.90%) ABAP
15 73 (1.73%) MATLAB
16 64 (1.52%) Perl
17 42 (1.00%) VB
18 40 (0.95%) Bash Shell
19 36 (0.86%) Ruby
19 36 (0.86%) XPath
Qualifications
1 758 (18.01%) Degree
2 106 (2.52%) Security Cleared
3 53 (1.26%) ISEB
4 45 (1.07%) SC Cleared
5 33 (0.78%) DV Cleared
6 29 (0.69%) PhD
7 26 (0.62%) Oracle Certification
8 21 (0.50%) OCP
9 20 (0.48%) PMI Certification
10 19 (0.45%) IIBA
11 15 (0.36%) MBA
11 15 (0.36%) Microsoft Certification
12 14 (0.33%) Postgraduate
13 13 (0.31%) CBAP
14 10 (0.24%) MCITP
14 10 (0.24%) HND
15 9 (0.21%) PRINCE2 Practitioner
16 8 (0.19%) PMP
17 7 (0.17%) CIMA
18 6 (0.14%) HNC
Quality Assurance & Compliance
1 254 (6.04%) QA
2 156 (3.71%) Data Quality
3 65 (1.54%) SLA
4 23 (0.55%) EMIR
5 22 (0.52%) MiFID
6 21 (0.50%) ISO 9001
6 21 (0.50%) CRD IV
7 12 (0.29%) Sarbanes-Oxley
8 10 (0.24%) Solvency II
9 8 (0.19%) ISO/IEC 27001
10 7 (0.17%) JSP 440
11 5 (0.12%) ISO 14001
11 5 (0.12%) Basel III
11 5 (0.12%) Dodd-Frank
12 2 (0.048%) FATCA
12 2 (0.048%) PCI DSS
12 2 (0.048%) DO-178B
12 2 (0.048%) Basel II
12 2 (0.048%) GAAP
13 1 (0.024%) ISO 9000
System Software
1 23 (0.55%) HDFS
2 22 (0.52%) VMware Infrastructure
2 22 (0.52%) Active Directory
3 18 (0.43%) XenServer
4 17 (0.40%) Samba
4 17 (0.40%) Postfix
4 17 (0.40%) iptables
5 15 (0.36%) Apache Flume
6 14 (0.33%) Oracle RAC
7 6 (0.14%) VMware ESX
8 3 (0.071%) Oracle Clusterware
9 2 (0.048%) XenDesktop
9 2 (0.048%) XenApp
9 2 (0.048%) vSphere
10 1 (0.024%) GPFS
Systems Management
1 33 (0.78%) Puppet
2 29 (0.69%) Opscode Chef
3 20 (0.48%) HP Quality Center
4 17 (0.40%) ZABBIX
5 13 (0.31%) Oracle Enterprise Manager
5 13 (0.31%) Salt
6 10 (0.24%) Oracle RMAN
7 9 (0.21%) SCCM
8 8 (0.19%) Data Guard
9 7 (0.17%) Oozie
9 7 (0.17%) Oracle EDQ
10 5 (0.12%) Oracle Flashback
11 4 (0.095%) SCOrch
11 4 (0.095%) SCOM
12 2 (0.048%) Tivoli
12 2 (0.048%) Legato
13 1 (0.024%) Control-M
13 1 (0.024%) HP UCMDB
Vendors
1 1019 (24.22%) Oracle
2 765 (18.18%) Microsoft
3 427 (10.15%) SAP
4 364 (8.65%) Business Objects
5 312 (7.41%) Tableau
5 312 (7.41%) Cognos
6 271 (6.44%) Informatica
7 266 (6.32%) IBM
8 175 (4.16%) Teradata
9 103 (2.45%) Salesforce.com
10 85 (2.02%) Google
11 83 (1.97%) Sybase
12 80 (1.90%) Talend
13 78 (1.85%) MicroStrategy
14 54 (1.28%) Ab Initio
14 54 (1.28%) Netezza
15 48 (1.14%) hybris
16 38 (0.90%) Siebel
17 37 (0.88%) Cognizant
18 34 (0.81%) Hyperion
Suffolk
Capita
Salary: Healthcare
Posted: 3 hours ago
Bristol, Somerset
Gold
Salary: negotiable
Posted: 3 hours ago
Yorkshire
Harvey Nash Plc
Salary: Car, Bonus, Benefits, Onsite Gym
Posted: 3 hours ago
West Bromwich, West Midlands
Interserve FM
Posted: Yesterday
London
Nicoll Curtin
Salary: £100000 - £110000 per annum + BONUS + BENEFITS TAX FREE
Posted: Yesterday
London
Nicoll Curtin
Salary: £80000 - £120000 per annum + Bonus + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum
Posted: 2 days ago
Bristol, Avon
Gold Group
Salary: £60000 - £80000 per annum + negotiable
Posted: 2 days ago
London
Harvey Nash plc
Salary: £50000 - £60000 per annum + + 10% bonus
Posted: 2 days ago
London
Fruition IT Resources Limited
Salary: £70000 - £75000 per annum + Bens
Posted: 2 days ago
Leeds, West Yorkshire
Interaction Recruitment PLC
Salary: £28k - 35k per year
Posted: 2 days ago
West Yorkshire
Consult Solutions
Salary: £42500 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Hermes Europe and Hermes World
Posted: 2 days ago
Kingston Upon Thames, Surrey
Kingston University
Salary: £36,485 - 39,646 per year + Excellent Benefits
Posted: 2 days ago
Winchester, Hampshire
Accomplish Today Ltd
Salary: From £40,000 to £50,000 per annum Excellent Benefits
Posted: 2 days ago
Brentwood, Essex
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000 per annum
Posted: 2 days ago
Leeds, Yorkshire
Cordant Group PLC
Salary: Benefits
Posted: 2 days ago
London
Salt
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Interaction Recruitment PLC
Salary: Market related
Posted: 2 days ago
Suffolk
Capita Resourcing - IT Resourcing
Salary: £40000 - £55000 per annum + benefits
Posted: 2 days ago