The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 1 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 110 98 101
Rank change year-on-year
-12 +3
Permanent jobs citing Data Modelling 269 303 355
As % of all permanent IT jobs located in the City of London 2.28% 2.53% 2.76%
As % of the Processes & Methodologies category 2.81% 3.13% 3.49%
Number of salaries quoted 229 267 293
Average salary £60,000 £62,500 £65,000
Average salary % change year-on-year
-4.00% -3.84%
90% offered a salary of more than £42,500 £42,500 £45,100
10% offered a salary of more than £82,500 £75,000 £90,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Modelling
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
9584 9691 10174
As % of all permanent IT jobs located in the City of London 81.14% 80.85% 79.08%
Number of salaries quoted 7943 8538 9283
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Data Modelling
Jobs Demand Trend in the City of London

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

Data Modelling Jobs Demand Trend in the City of London

Data Modelling
Salary Trend in the City of London

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

Data Modelling Salary Trend in the City of London

Data Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Modelling across the City of London region over the 3 months to 1 September 2014.

Data Modelling Salary Histogram in the City of London

Data Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 1 September 2014, IT jobs across the City of 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.

1 367 (60.76%) SQL
2 252 (41.72%) Finance
3 221 (36.59%) Data Warehouse
4 217 (35.93%) SQL Server
5 216 (35.76%) Business Intelligence
6 190 (31.46%) ETL
7 167 (27.65%) SQL Server Integration Services
8 164 (27.15%) Oracle
9 151 (25.00%) Degree
10 132 (21.85%) Microsoft
11 129 (21.36%) SQL Server Reporting Services
12 124 (20.53%) Java
13 115 (19.04%) Analytics
14 114 (18.87%) T-SQL
15 112 (18.54%) MS Excel
16 111 (18.38%) Banking
16 111 (18.38%) SQL Server Analysis Services
17 101 (16.72%) .NET
18 97 (16.06%) Data Architecture
19 92 (15.23%) Data Analysis
20 90 (14.90%) C#
20 90 (14.90%) XML
21 89 (14.74%) Relational Database
22 88 (14.57%) Data Management
23 83 (13.74%) Agile Software Development
24 78 (12.91%) Big Data
25 74 (12.25%) Scrum
26 73 (12.09%) SQL Server 2008
27 70 (11.59%) Cognos
28 69 (11.42%) Computer Science

Data Modelling
Top Related IT Skills in the City of London by Category

For the 6 months to 1 September 2014, IT jobs across the City of 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 56 (9.27%) SAS
2 24 (3.97%) SharePoint
3 20 (3.31%) Apache Pig
4 19 (3.15%) WebLogic
5 16 (2.65%) BizTalk Server
6 13 (2.15%) IIS
7 10 (1.66%) WebSphere
8 7 (1.16%) Tomcat
9 6 (0.99%) Oracle Workflow
9 6 (0.99%) Node.js
10 5 (0.83%) SharePoint 2010
11 3 (0.50%) NServiceBus
11 3 (0.50%) MQSeries
11 3 (0.50%) Apache
12 2 (0.33%) CMS
12 2 (0.33%) SharePoint 2013
13 1 (0.17%) CICS
13 1 (0.17%) Oracle Coherence
13 1 (0.17%) Alfresco
13 1 (0.17%) Sitecore CMS
Applications
1 112 (18.54%) MS Excel
2 32 (5.30%) SPSS
3 27 (4.47%) MS Office
4 24 (3.97%) CPLEX
5 12 (1.99%) MS PowerPoint
5 12 (1.99%) MS Visio
6 6 (0.99%) PowerPivot
7 5 (0.83%) Spreadsheet
8 3 (0.50%) FastStats
9 1 (0.17%) OmniGraffle
9 1 (0.17%) Vensim
Business Applications
1 18 (2.98%) Dynamics CRM
2 12 (1.99%) Oracle BPM
3 8 (1.32%) Markit EDM
4 7 (1.16%) BusinessWorks
5 3 (0.50%) Cognos Business Intelligence
6 2 (0.33%) Remedy ITSM
6 2 (0.33%) Loan IQ
6 2 (0.33%) SAP BPC
7 1 (0.17%) Oracle Retail
7 1 (0.17%) Oracle Procure-to-Pay
7 1 (0.17%) Misys Midas
7 1 (0.17%) FRx
7 1 (0.17%) Oracle EBS R12
7 1 (0.17%) Cognos TM1
Cloud Services
1 23 (3.81%) Microsoft Azure
2 17 (2.81%) SaaS
3 13 (2.15%) PaaS
3 13 (2.15%) IaaS
4 9 (1.49%) Amazon AWS
5 2 (0.33%) Cloud Computing
5 2 (0.33%) Amazon EMR
5 2 (0.33%) Amazon EC2
6 1 (0.17%) LucidChart
6 1 (0.17%) Force.com
Communications & Networking
1 14 (2.32%) Intranet
2 2 (0.33%) LDAP
2 2 (0.33%) GSM
2 2 (0.33%) VoIP
2 2 (0.33%) HTTP
3 1 (0.17%) Internet
3 1 (0.17%) Wireless
3 1 (0.17%) Unified Communications
Database & Business Intelligence
1 221 (36.59%) Data Warehouse
2 217 (35.93%) SQL Server
3 167 (27.65%) SQL Server Integration Services
4 129 (21.36%) SQL Server Reporting Services
5 111 (18.38%) SQL Server Analysis Services
6 89 (14.74%) Relational Database
7 78 (12.91%) Big Data
8 73 (12.09%) SQL Server 2008
9 64 (10.60%) Hadoop
10 62 (10.26%) OLAP
11 49 (8.11%) Oracle Database
12 44 (7.28%) QlikView
13 38 (6.29%) Data Mining
14 34 (5.63%) RDBMS
14 34 (5.63%) MongoDB
14 34 (5.63%) SQL Server 2012
15 33 (5.46%) Data Mart
16 29 (4.80%) Microsoft Analysis Services
17 23 (3.81%) SQL Server 2005
18 21 (3.48%) Pentaho
Development Applications
1 37 (6.13%) Team Foundation Server
2 32 (5.30%) Talend Open Studio
3 29 (4.80%) ERwin
4 20 (3.31%) JUnit
4 20 (3.31%) JIRA
5 17 (2.81%) Subversion
6 15 (2.48%) SQL Server Management Studio (SSMS)
7 13 (2.15%) Bugzilla
7 13 (2.15%) NUnit
8 11 (1.82%) JMeter
8 11 (1.82%) Visual Studio
8 11 (1.82%) Selenium
8 11 (1.82%) Git (software)
9 5 (0.83%) PowerDesigner
9 5 (0.83%) Atlassian Bamboo
9 5 (0.83%) Jasmine
9 5 (0.83%) WebStorm
9 5 (0.83%) XMLUnit
10 4 (0.66%) Ant
10 4 (0.66%) PowerBuilder
General
1 252 (41.72%) Finance
2 111 (18.38%) Banking
3 48 (7.95%) Investment Banking
4 46 (7.62%) Retail
5 25 (4.14%) Front Office
6 19 (3.15%) Back Office
7 15 (2.48%) Marketing
8 9 (1.49%) Financial Institution
8 9 (1.49%) Legal
8 9 (1.49%) Advertising
9 8 (1.32%) Telecoms
9 8 (1.32%) International Banking
10 3 (0.50%) Pharmaceutical
10 3 (0.50%) Publishing
11 2 (0.33%) Private Banking
11 2 (0.33%) Retail Banking
12 1 (0.17%) Billing
12 1 (0.17%) Games
Job Titles
1 241 (39.90%) Developer
2 122 (20.20%) Architect
3 109 (18.05%) Analyst
4 62 (10.26%) Business Intelligence Developer
5 55 (9.11%) Business Analyst
6 51 (8.44%) Data Architect
7 50 (8.28%) Senior Developer
8 43 (7.12%) Consultant
9 38 (6.29%) Java Developer
10 35 (5.79%) SQL Developer
11 34 (5.63%) Data Scientist
12 28 (4.64%) ETL Developer
13 26 (4.30%) DBA
14 23 (3.81%) Business Developer
14 23 (3.81%) Data Analyst
15 21 (3.48%) Data Manager
16 20 (3.31%) Solutions Architect
17 18 (2.98%) Analyst Developer
17 18 (2.98%) Team Leader
18 17 (2.81%) Administrator
Libraries, Frameworks & Software Standards
1 101 (16.72%) .NET
2 90 (14.90%) XML
3 68 (11.26%) Web Services
4 55 (9.11%) HTML
5 48 (7.95%) CSS
6 44 (7.28%) J2EE
7 41 (6.79%) MDX
8 40 (6.62%) Spring
9 34 (5.63%) Hibernate
10 30 (4.97%) ASP.NET
11 23 (3.81%) XSL
11 23 (3.81%) WCF
12 20 (3.31%) XSD
13 18 (2.98%) Middleware
14 17 (2.81%) Ajax
15 14 (2.32%) Servlets
16 13 (2.15%) Microsoft Enterprise Library
17 11 (1.82%) Struts
17 11 (1.82%) DHTML
17 11 (1.82%) Grails
Miscellaneous
1 69 (11.42%) Computer Science
2 49 (8.11%) Visualisation
3 43 (7.12%) Data Integration
4 41 (6.79%) Mathematics
5 37 (6.13%) Digital Media
6 35 (5.79%) Derivative
7 34 (5.63%) Economics
7 34 (5.63%) Statistics
8 28 (4.64%) Applied Mathematics
9 24 (3.97%) Neural Network
10 22 (3.64%) Reference Data
11 21 (3.48%) Management Information System
12 17 (2.81%) Fixed Income
13 13 (2.15%) Equities
14 12 (1.99%) Mobile App
15 11 (1.82%) Open Source
16 9 (1.49%) Clustering
16 9 (1.49%) Foreign Exchange (FX)
16 9 (1.49%) Physics
17 8 (1.32%) Taxonomies
Operating Systems
1 39 (6.46%) Linux
2 35 (5.79%) Windows
3 31 (5.13%) UNIX
4 3 (0.50%) Oracle Linux
4 3 (0.50%) Solaris
4 3 (0.50%) Android
5 2 (0.33%) Apple iOS
6 1 (0.17%) Windows Server 2008
Processes & Methodologies
1 216 (35.76%) Business Intelligence
2 190 (31.46%) ETL
3 115 (19.04%) Analytics
4 97 (16.06%) Data Architecture
5 92 (15.23%) Data Analysis
6 88 (14.57%) Data Management
7 83 (13.74%) Agile Software Development
8 74 (12.25%) Scrum
9 64 (10.60%) CRM
10 61 (10.10%) Business Analysis
11 56 (9.27%) Data Governance
12 55 (9.11%) SOA
13 54 (8.94%) OO
13 54 (8.94%) Migration
14 52 (8.61%) Performance Tuning
15 44 (7.28%) TOGAF
16 36 (5.96%) UML
17 35 (5.79%) Project Management
17 35 (5.79%) Kimball Methodology
18 34 (5.63%) TDD
Programming Languages
1 367 (60.76%) SQL
2 124 (20.53%) Java
3 114 (18.87%) T-SQL
4 90 (14.90%) C#
5 57 (9.44%) C++
6 52 (8.61%) Python
7 47 (7.78%) JavaScript
8 28 (4.64%) MATLAB
9 27 (4.47%) R
10 25 (4.14%) PL/SQL
11 21 (3.48%) C
12 16 (2.65%) VBA
12 16 (2.65%) Groovy
12 16 (2.65%) Ruby
13 13 (2.15%) VB
14 12 (1.99%) Shell Script
15 10 (1.66%) Perl
16 7 (1.16%) XPath
16 7 (1.16%) Clojure
17 5 (0.83%) VB6
Qualifications
1 151 (25.00%) Degree
2 29 (4.80%) PhD
3 12 (1.99%) Microsoft Certification
4 10 (1.66%) MCITP
5 5 (0.83%) MCSE
5 5 (0.83%) MCTS
6 3 (0.50%) PMI Certification
7 2 (0.33%) ISTQB
7 2 (0.33%) Security Cleared
8 1 (0.17%) IIBA
8 1 (0.17%) SC Cleared
8 1 (0.17%) DV Cleared
8 1 (0.17%) ACCA
8 1 (0.17%) CIMA
8 1 (0.17%) OCPJP
8 1 (0.17%) ISEB
8 1 (0.17%) MCP
8 1 (0.17%) MCAD
Quality Assurance & Compliance
1 41 (6.79%) QA
2 25 (4.14%) Data Quality
3 12 (1.99%) ISO 9001
4 3 (0.50%) Basel II
4 3 (0.50%) Solvency II
4 3 (0.50%) EMIR
4 3 (0.50%) Dodd-Frank
5 2 (0.33%) FATCA
6 1 (0.17%) GPG13
6 1 (0.17%) ISO 9000
6 1 (0.17%) HL7
6 1 (0.17%) COBIT
6 1 (0.17%) MiFID
6 1 (0.17%) SLA
System Software
1 5 (0.83%) Oracle RAC
2 2 (0.33%) Apache Flume
2 2 (0.33%) HDFS
2 2 (0.33%) GPFS
2 2 (0.33%) Oracle RMAN
3 1 (0.17%) Apache ZooKeeper
Systems Management
1 4 (0.66%) Opscode Chef
2 2 (0.33%) Control-M
2 2 (0.33%) Data Guard
3 1 (0.17%) SCOM
3 1 (0.17%) SCOrch
Vendors
1 164 (27.15%) Oracle
2 132 (21.85%) Microsoft
3 70 (11.59%) Cognos
4 68 (11.26%) Business Objects
5 45 (7.45%) Teradata
6 41 (6.79%) IBM
7 39 (6.46%) Tableau
8 37 (6.13%) Informatica
9 32 (5.30%) Talend
10 25 (4.14%) Sybase
11 22 (3.64%) SAP
12 19 (3.15%) Adobe
13 14 (2.32%) JBoss
14 12 (1.99%) Ab Initio
15 9 (1.49%) MicroStrategy
15 9 (1.49%) Siebel
16 7 (1.16%) TIBCO
16 7 (1.16%) webMethods
17 6 (0.99%) Atlassian
17 6 (0.99%) MapR
City, London
ComputAppoint
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 4 hours ago
City, London
Connectus
Salary: £45000 - £65000 per annum + exceptional benefits
Posted: 5 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 to £70000 per annum - Benefits & Bonus
Posted: 6 hours ago
City, London
World Pay
Salary: Competitive
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £50000 - £55000 per annum + benefits + 10% bonus
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £52000 - £60000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £60000 - £70000 per annum + Benefits + Bonus
Posted: Yesterday
City, London
Harnham
Salary: £50000 - £70000 per annum + comprehensive benefits package
Posted: 2 days ago
City, London
Harrington Starr
Salary: £60000 - £70000 per annum
Posted: 2 days ago
City, London
Harrington Starr
Salary: £50000 - £80000 per annum + benefits+bonus+package
Posted: 2 days ago
City, London
Easyjet
Posted: 4 days ago
City, London
Swan It Recruitment Ltd
Salary: Good rate
Posted: 4 days ago
City of London
Huxley Associates
Salary: competitive
Posted: 4 days ago
City of London
Progressive Recruitment
Salary: £70000 per annum + competitive
Posted: 5 days ago
City of London
Mason Frank
Salary: £45 - £50 per annum + + Bonus & Benefits
Posted: 5 days ago
City of London
Progressive Recruitment
Salary: £55000 per annum + competitive
Posted: 5 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £60000 per annum + Package
Posted: 9 days ago
City of London
Progressive Recruitment
Salary: competitive
Posted: 9 days ago
City of London
DP Connect
Salary: £67000 - £82000 per annum + Pension+Company Car+On-site Gym
Posted: 11 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £60000 - £70000 per annum + benefits
Posted: 13 days ago