The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 114 124 105
Rank change year-on-year
+10 -19
Permanent jobs citing Data Modelling 1141 1043 1321
As % of all permanent IT jobs located in London 2.48% 2.34% 2.66%
As % of the Processes & Methodologies category 2.96% 2.80% 3.26%
Number of salaries quoted 934 860 1022
Average salary £60,000 £60,000 £60,000
90% offered a salary of more than £40,000 £45,000 £42,500
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Modelling
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
38553 37227 40463
As % of all permanent IT jobs located in London 83.71% 83.61% 81.46%
Number of salaries quoted 31685 30925 34760
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £36,700 £35,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Modelling
Jobs Demand Trend in London

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

Data Modelling Jobs Demand Trend in London

Data Modelling
Salary Trend in London

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

Data Modelling Salary Trend in London

Data Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Modelling across the London region over the 3 months to 19 September 2014.

Data Modelling Salary Histogram in London

Data Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the London region over the 3 months to 19 September 2014. 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
City of London -12 257 £60,000 -4.00% 42
Docklands, London +18 23 £68,750 +25.00%
Bromley +5 20 £50,000 -33.33% 2
Kingston Upon Thames +1 14 £49,000 -
Enfield +7 7 £42,500 -5.55% 1
Wimbledon -5 4 £45,000 +5.88%
Southwark - 4 £48,750 -
Hayes - 4 £55,000 -
Croydon -7 3 £50,000 +5.26%
Grays - 3 £40,000 -
Canary Wharf +1 2 £65,000 -16.12%
Uxbridge -2 2 £65,000 +16.07%
Paddington - 2 - -
Feltham +7 1 £45,000 +8.43%
Ealing -2 1 £45,500 -
Surbiton -6 1 - -
Twickenham - 1 £75,000 -
Hammersmith - 1 £28,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 19 September 2014, IT jobs across the London 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 1261 (50.97%) SQL
2 892 (36.05%) Business Intelligence
3 842 (34.03%) Data Warehouse
4 834 (33.71%) Finance
5 748 (30.23%) ETL
6 659 (26.64%) Agile Software Development
7 649 (26.23%) Oracle
8 637 (25.75%) SQL Server
9 479 (19.36%) Degree
10 476 (19.24%) Microsoft
11 468 (18.92%) Java
12 461 (18.63%) Analytics
13 433 (17.50%) SQL Server Integration Services
14 425 (17.18%) Data Management
15 422 (17.06%) Analytical Skills
16 361 (14.59%) .NET
17 354 (14.31%) SQL Server Analysis Services
18 338 (13.66%) SQL Server Reporting Services
19 330 (13.34%) Data Architecture
20 326 (13.18%) MS Excel
21 315 (12.73%) Banking
22 310 (12.53%) C#
23 285 (11.52%) Data Analysis
24 282 (11.40%) T-SQL
25 270 (10.91%) Relational Database
26 258 (10.43%) Big Data
27 248 (10.02%) Business Analysis
28 247 (9.98%) Performance Tuning
29 245 (9.90%) Oracle Database
30 244 (9.86%) Project Management

Data Modelling
Top Related IT Skills in London by Category

For the 6 months to 19 September 2014, IT jobs across the London 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
1 181 (7.32%) SAS
2 106 (4.28%) SharePoint
3 47 (1.90%) WebLogic
4 43 (1.74%) Apache Pig
5 36 (1.46%) BizTalk Server
6 30 (1.21%) WebSphere
7 23 (0.93%) Tomcat
8 22 (0.89%) Node.js
9 20 (0.81%) Apache
9 20 (0.81%) CMS
10 15 (0.61%) IIS
10 15 (0.61%) NServiceBus
10 15 (0.61%) Moodle
10 15 (0.61%) SharePoint 2010
11 12 (0.49%) Oracle SOA Suite
12 10 (0.40%) NetWeaver
13 9 (0.36%) MQSeries
13 9 (0.36%) Elasticsearch
14 7 (0.28%) Oracle Service Bus
14 7 (0.28%) Oracle Workflow
Applications
1 326 (13.18%) MS Excel
2 90 (3.64%) SPSS
3 74 (2.99%) PowerPivot
4 61 (2.47%) MS Office
5 38 (1.54%) MS Visio
6 32 (1.29%) MS PowerPoint
7 25 (1.01%) CPLEX
8 24 (0.97%) Spreadsheet
9 10 (0.40%) Photoshop
10 7 (0.28%) MS Project
11 6 (0.24%) FastStats
12 5 (0.20%) Mingle
12 5 (0.20%) Stata
13 3 (0.12%) OmniGraffle
14 1 (0.040%) Vensim
14 1 (0.040%) Adobe Illustrator
Business Applications
1 41 (1.66%) Cognos TM1
2 31 (1.25%) Dynamics CRM
3 30 (1.21%) Cognos Business Intelligence
4 21 (0.85%) Google Analytics
5 18 (0.73%) SAP MDM
6 14 (0.57%) Markit EDM
7 13 (0.53%) Oracle Retail
7 13 (0.53%) Oracle BPM
8 11 (0.44%) SiteCatalyst
8 11 (0.44%) WebTrends
8 11 (0.44%) Oracle EBS
9 7 (0.28%) BusinessWorks
9 7 (0.28%) Oracle EBS R12
9 7 (0.28%) SAP BPC
10 6 (0.24%) Remedy ITSM
10 6 (0.24%) Oracle General Ledger
10 6 (0.24%) Oracle Receivables
10 6 (0.24%) Oracle Cash Management
10 6 (0.24%) Oracle Assets
10 6 (0.24%) Oracle Financials
Cloud Services
1 54 (2.18%) Microsoft Azure
2 48 (1.94%) SaaS
3 40 (1.62%) Amazon AWS
4 10 (0.40%) PaaS
4 10 (0.40%) IaaS
5 9 (0.36%) Cloud Computing
6 6 (0.24%) Force.com
7 4 (0.16%) SuccessFactors
8 2 (0.081%) LucidChart
9 1 (0.040%) Amazon EC2
9 1 (0.040%) Amazon EMR
Communications & Networking
1 20 (0.81%) Intranet
2 17 (0.69%) LDAP
3 15 (0.61%) Ethernet
3 15 (0.61%) SSH
4 13 (0.53%) Internet
5 9 (0.36%) HTTP
6 8 (0.32%) FTP
7 7 (0.28%) MPLS
8 6 (0.24%) Firewall
8 6 (0.24%) AMQP
8 6 (0.24%) SAN
9 3 (0.12%) PPP
10 2 (0.081%) GSM
10 2 (0.081%) VoIP
10 2 (0.081%) NAS
11 1 (0.040%) Wireless
11 1 (0.040%) DAB
11 1 (0.040%) SMTP
11 1 (0.040%) ATM
11 1 (0.040%) Unified Communications
Database & Business Intelligence
1 842 (34.03%) Data Warehouse
2 637 (25.75%) SQL Server
3 433 (17.50%) SQL Server Integration Services
4 354 (14.31%) SQL Server Analysis Services
5 338 (13.66%) SQL Server Reporting Services
6 270 (10.91%) Relational Database
7 258 (10.43%) Big Data
8 245 (9.90%) Oracle Database
9 216 (8.73%) QlikView
10 202 (8.16%) SQL Server 2008
11 191 (7.72%) OLAP
12 151 (6.10%) Hadoop
13 137 (5.54%) SQL Server 2012
14 128 (5.17%) Oracle Database 11g
15 119 (4.81%) Oracle BI EE
16 118 (4.77%) MySQL
17 110 (4.45%) NoSQL
18 107 (4.32%) RDBMS
19 101 (4.08%) Oracle ODI
20 80 (3.23%) Data Mining
Development Applications
1 93 (3.76%) Git (software)
2 76 (3.07%) Team Foundation Server
3 66 (2.67%) Subversion
4 64 (2.59%) ERwin
5 56 (2.26%) Toad
6 52 (2.10%) Talend Open Studio
7 37 (1.50%) JIRA
8 32 (1.29%) SQL Server Management Studio (SSMS)
9 30 (1.21%) JUnit
10 27 (1.09%) Visual Studio
11 24 (0.97%) PowerDesigner
12 21 (0.85%) Oracle APEX
13 19 (0.77%) Selenium
14 18 (0.73%) JMeter
15 17 (0.69%) Jenkins
16 14 (0.57%) Bugzilla
17 13 (0.53%) Maven
18 11 (0.44%) NUnit
19 9 (0.36%) Atlassian Bamboo
20 8 (0.32%) Ant
General
1 834 (33.71%) Finance
2 315 (12.73%) Banking
3 159 (6.43%) Investment Banking
4 150 (6.06%) Retail
5 89 (3.60%) Marketing
6 85 (3.44%) Advertising
7 69 (2.79%) Front Office
8 65 (2.63%) Back Office
8 65 (2.63%) Telecoms
9 63 (2.55%) Publishing
10 58 (2.34%) Games
11 45 (1.82%) Legal
12 41 (1.66%) Law
13 37 (1.50%) Pharmaceutical
14 33 (1.33%) Financial Institution
15 20 (0.81%) Billing
16 19 (0.77%) Automotive
17 10 (0.40%) French Language
17 10 (0.40%) Corporate Banking
18 8 (0.32%) International Banking
Job Titles
1 797 (32.22%) Developer
2 578 (23.36%) Architect
3 506 (20.45%) Analyst
4 263 (10.63%) Business Analyst
5 248 (10.02%) Consultant
6 247 (9.98%) Data Architect
7 163 (6.59%) Business Intelligence Developer
8 144 (5.82%) Senior Developer
9 123 (4.97%) Java Developer
10 108 (4.37%) Solutions Architect
11 107 (4.32%) SQL Developer
12 99 (4.00%) Data Analyst
13 92 (3.72%) Data Scientist
14 84 (3.40%) Business Developer
15 81 (3.27%) Business Intelligence Architect
16 70 (2.83%) DBA
17 63 (2.55%) ETL Developer
18 61 (2.47%) Designer
19 59 (2.38%) Senior Consultant
19 59 (2.38%) Senior Analyst
Libraries, Frameworks & Software Standards
1 361 (14.59%) .NET
2 228 (9.22%) XML
3 184 (7.44%) HTML
4 164 (6.63%) Web Services
5 157 (6.35%) CSS
6 130 (5.25%) ASP.NET
7 107 (4.32%) Spring
7 107 (4.32%) MDX
8 79 (3.19%) Hibernate
9 76 (3.07%) J2EE
10 75 (3.03%) jQuery
11 65 (2.63%) WCF
12 63 (2.55%) Ajax
13 57 (2.30%) .NET Framework
13 57 (2.30%) ASP.NET MVC
14 50 (2.02%) HTML5
15 40 (1.62%) RESTful
16 36 (1.46%) Middleware
17 34 (1.37%) COM
17 34 (1.37%) ADO.NET Entity Framework
Miscellaneous
1 422 (17.06%) Analytical Skills
2 215 (8.69%) Computer Science
3 179 (7.24%) Data Integration
4 165 (6.67%) Visualisation
5 134 (5.42%) Mathematics
6 117 (4.73%) Management Information System
7 109 (4.41%) Statistics
8 75 (3.03%) Reference Data
9 72 (2.91%) User Experience
10 52 (2.10%) Open Source
11 45 (1.82%) Digital Media
12 44 (1.78%) Economics
13 42 (1.70%) Enterprise Software
14 40 (1.62%) Fixed Income
15 39 (1.58%) Derivative
16 35 (1.41%) Credit Risk
16 35 (1.41%) Clustering
16 35 (1.41%) Equities
16 35 (1.41%) Mobile App
17 34 (1.37%) Market Risk
Operating Systems
1 152 (6.14%) Windows
2 151 (6.10%) Linux
3 145 (5.86%) UNIX
4 20 (0.81%) Windows XP
5 17 (0.69%) Windows Server 2008
5 17 (0.69%) Apple iOS
6 16 (0.65%) CentOS
6 16 (0.65%) Android
7 15 (0.61%) Red Hat Enterprise Linux
8 9 (0.36%) Windows Server 2003
8 9 (0.36%) AIX
9 7 (0.28%) Windows Server 2012
10 6 (0.24%) Solaris
11 3 (0.12%) Oracle Linux
12 1 (0.040%) Windows 8
12 1 (0.040%) Windows Phone 8
12 1 (0.040%) Windows Phone
12 1 (0.040%) Windows Phone 7
12 1 (0.040%) HPUX
12 1 (0.040%) SUSE
Processes & Methodologies
1 892 (36.05%) Business Intelligence
2 748 (30.23%) ETL
3 659 (26.64%) Agile Software Development
4 461 (18.63%) Analytics
5 425 (17.18%) Data Management
6 330 (13.34%) Data Architecture
7 285 (11.52%) Data Analysis
8 248 (10.02%) Business Analysis
9 247 (9.98%) Performance Tuning
10 244 (9.86%) Project Management
11 238 (9.62%) Scrum
12 199 (8.04%) SOA
13 186 (7.52%) CRM
14 176 (7.11%) Data Governance
15 172 (6.95%) E-Commerce
16 168 (6.79%) OO
17 162 (6.55%) UML
18 161 (6.51%) TDD
19 158 (6.39%) Mentoring
20 149 (6.02%) Migration
Programming Languages
1 1261 (50.97%) SQL
2 468 (18.92%) Java
3 310 (12.53%) C#
4 282 (11.40%) T-SQL
5 182 (7.36%) JavaScript
6 176 (7.11%) Python
7 135 (5.46%) PL/SQL
8 95 (3.84%) C++
9 90 (3.64%) PHP
10 74 (2.99%) Ruby
11 71 (2.87%) Perl
12 53 (2.14%) R
13 50 (2.02%) MATLAB
14 44 (1.78%) VBA
15 38 (1.54%) C
16 37 (1.50%) VB
17 36 (1.46%) Shell Script
18 32 (1.29%) Groovy
19 28 (1.13%) VB.NET
20 17 (0.69%) XPath
Qualifications
1 479 (19.36%) Degree
2 42 (1.70%) ISEB
3 39 (1.58%) PhD
4 22 (0.89%) Microsoft Certification
5 20 (0.81%) PMI Certification
6 19 (0.77%) Security Cleared
7 18 (0.73%) IIBA
8 13 (0.53%) MCITP
8 13 (0.53%) Oracle Certification
9 11 (0.44%) ITIL Certification
9 11 (0.44%) ISTQB
10 10 (0.40%) PRINCE2 Certification
11 9 (0.36%) MBA
12 8 (0.32%) DV Cleared
13 7 (0.28%) MCTS
14 6 (0.24%) MCSE
15 5 (0.20%) PMP
15 5 (0.20%) CBAP
16 4 (0.16%) SC Cleared
16 4 (0.16%) ACCA
Quality Assurance & Compliance
1 156 (6.31%) QA
2 92 (3.72%) Data Quality
3 14 (0.57%) MiFID
4 12 (0.49%) Solvency II
5 11 (0.44%) ISO 9001
6 10 (0.40%) EMIR
7 9 (0.36%) Dodd-Frank
7 9 (0.36%) FATCA
7 9 (0.36%) SLA
8 6 (0.24%) PCI DSS
8 6 (0.24%) Basel III
9 5 (0.20%) Sarbanes-Oxley
9 5 (0.20%) ISO/IEC 27001
10 4 (0.16%) Basel II
11 2 (0.081%) COBIT
11 2 (0.081%) HL7
11 2 (0.081%) COREP
12 1 (0.040%) GPG13
12 1 (0.040%) JSP 440
System Software
1 22 (0.89%) Oracle RAC
2 15 (0.61%) Shibboleth
3 11 (0.44%) Active Directory
4 5 (0.20%) Tivoli Workload Scheduler
5 3 (0.12%) Apache ZooKeeper
5 3 (0.12%) VMware Infrastructure
5 3 (0.12%) HDFS
5 3 (0.12%) Oracle RMAN
6 2 (0.081%) ISA Server
7 1 (0.040%) VMware ESX
7 1 (0.040%) vSphere
7 1 (0.040%) Apache Flume
7 1 (0.040%) GPFS
Systems Management
1 14 (0.57%) MOM
2 12 (0.49%) Control-M
3 8 (0.32%) Opscode Chef
4 6 (0.24%) Tivoli
5 5 (0.20%) SCCM
6 4 (0.16%) Oracle Enterprise Manager
6 4 (0.16%) WMI
7 3 (0.12%) Data Guard
8 2 (0.081%) Nagios
8 2 (0.081%) HP UCMDB
9 1 (0.040%) SCOrch
9 1 (0.040%) HP Quality Center
9 1 (0.040%) SCOM
Vendors
1 649 (26.23%) Oracle
2 476 (19.24%) Microsoft
3 221 (8.93%) Cognos
4 185 (7.48%) IBM
5 181 (7.32%) Business Objects
6 170 (6.87%) Informatica
7 164 (6.63%) Tableau
8 139 (5.62%) SAP
9 97 (3.92%) Teradata
10 67 (2.71%) MicroStrategy
11 62 (2.51%) Sybase
11 62 (2.51%) Salesforce.com
12 52 (2.10%) Google
12 52 (2.10%) Talend
13 35 (1.41%) Facebook
14 34 (1.37%) Siebel
15 31 (1.25%) Ab Initio
16 27 (1.09%) JBoss
17 24 (0.97%) Unisys
18 22 (0.89%) Adobe
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Salary: £45000 - £75000 per annum + Bonus + Benefits Package
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Salary: £80000 - £95000 per annum
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