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 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 114 102 104
Rank change year-on-year
-12 +2
Permanent jobs citing Data Modelling 257 317 325
As % of all permanent IT jobs located in the City of London 2.23% 2.68% 2.58%
As % of the Processes & Methodologies category 2.72% 3.27% 3.19%
Number of salaries quoted 223 278 262
Average salary £60,000 £62,500 £62,000
Average salary % change year-on-year
-4.00% +0.80%
90% offered a salary of more than £42,500 £42,500 £42,600
10% offered a salary of more than £80,000 £77,500 £82,500
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
9438 9707 10189
As % of all permanent IT jobs located in the City of London 81.96% 82.09% 80.84%
Number of salaries quoted 7873 8476 9301
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £37,500 £35,500
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 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 19 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 19 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.

1 370 (61.26%) SQL
2 257 (42.55%) Finance
3 231 (38.25%) Data Warehouse
4 220 (36.42%) Business Intelligence
5 218 (36.09%) SQL Server
6 199 (32.95%) ETL
7 165 (27.32%) Oracle
8 164 (27.15%) SQL Server Integration Services
9 153 (25.33%) Agile Software Development
10 148 (24.50%) Degree
11 135 (22.35%) SQL Server Reporting Services
12 130 (21.52%) Microsoft
13 122 (20.20%) Java
14 118 (19.54%) SQL Server Analysis Services
15 114 (18.87%) Analytics
16 111 (18.38%) T-SQL
17 108 (17.88%) Banking
18 106 (17.55%) .NET
19 103 (17.05%) MS Excel
20 102 (16.89%) Data Architecture
21 98 (16.23%) Data Analysis
22 95 (15.73%) Relational Database
23 93 (15.40%) Data Management
24 88 (14.57%) C#
25 86 (14.24%) XML
26 80 (13.25%) Analytical Skills
27 78 (12.91%) Big Data
28 74 (12.25%) SQL Server 2008
29 72 (11.92%) Scrum
30 71 (11.75%) Business Objects

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

For the 6 months to 19 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 61 (10.10%) SAS
2 25 (4.14%) SharePoint
3 20 (3.31%) WebLogic
3 20 (3.31%) Apache Pig
4 14 (2.32%) BizTalk Server
5 12 (1.99%) WebSphere
6 9 (1.49%) IIS
7 6 (0.99%) Tomcat
7 6 (0.99%) Node.js
8 5 (0.83%) CMS
9 4 (0.66%) NServiceBus
10 3 (0.50%) SharePoint 2010
10 3 (0.50%) MQSeries
10 3 (0.50%) Sitecore CMS
11 2 (0.33%) Confluence
11 2 (0.33%) Alfresco
11 2 (0.33%) Apache
11 2 (0.33%) Oracle Workflow
12 1 (0.17%) CICS
12 1 (0.17%) Oracle Coherence
Applications
1 103 (17.05%) MS Excel
2 32 (5.30%) SPSS
3 28 (4.64%) MS Office
4 25 (4.14%) CPLEX
5 16 (2.65%) MS Visio
6 10 (1.66%) MS PowerPoint
7 6 (0.99%) PowerPivot
8 5 (0.83%) Spreadsheet
9 3 (0.50%) FastStats
10 2 (0.33%) OmniGraffle
11 1 (0.17%) Vensim
Business Applications
1 14 (2.32%) Dynamics CRM
2 9 (1.49%) Oracle BPM
2 9 (1.49%) Markit EDM
3 7 (1.16%) BusinessWorks
4 3 (0.50%) Cognos Business Intelligence
5 2 (0.33%) Cognos TM1
5 2 (0.33%) Loan IQ
5 2 (0.33%) Remedy ITSM
5 2 (0.33%) SAP BPC
6 1 (0.17%) Oracle EBS R12
6 1 (0.17%) Oracle Retail
6 1 (0.17%) Oracle Procure-to-Pay
6 1 (0.17%) Misys Midas
6 1 (0.17%) FRx
6 1 (0.17%) SAP ERP
Cloud Services
1 21 (3.48%) Microsoft Azure
2 13 (2.15%) SaaS
3 9 (1.49%) PaaS
3 9 (1.49%) IaaS
4 6 (0.99%) Amazon AWS
5 2 (0.33%) LucidChart
6 1 (0.17%) Cloud Computing
6 1 (0.17%) Force.com
6 1 (0.17%) Amazon EC2
6 1 (0.17%) Amazon EMR
Communications & Networking
1 16 (2.65%) 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
1 231 (38.25%) Data Warehouse
2 218 (36.09%) SQL Server
3 164 (27.15%) SQL Server Integration Services
4 135 (22.35%) SQL Server Reporting Services
5 118 (19.54%) SQL Server Analysis Services
6 95 (15.73%) Relational Database
7 78 (12.91%) Big Data
8 74 (12.25%) SQL Server 2008
9 68 (11.26%) OLAP
10 65 (10.76%) Hadoop
11 45 (7.45%) QlikView
12 44 (7.28%) Oracle Database
13 39 (6.46%) SQL Server 2012
14 38 (6.29%) Data Mining
15 34 (5.63%) Data Mart
16 33 (5.46%) RDBMS
17 31 (5.13%) Microsoft Analysis Services
17 31 (5.13%) MongoDB
18 23 (3.81%) SQL Server 2005
19 21 (3.48%) Oracle OLAP
Development Applications
1 33 (5.46%) ERwin
1 33 (5.46%) Team Foundation Server
2 31 (5.13%) Talend Open Studio
3 20 (3.31%) JUnit
4 18 (2.98%) JIRA
5 17 (2.81%) Subversion
6 15 (2.48%) SQL Server Management Studio (SSMS)
7 11 (1.82%) Git (software)
7 11 (1.82%) Visual Studio
8 9 (1.49%) JMeter
8 9 (1.49%) Bugzilla
8 9 (1.49%) NUnit
8 9 (1.49%) Selenium
9 8 (1.32%) PowerDesigner
10 5 (0.83%) PowerBuilder
10 5 (0.83%) Atlassian Bamboo
10 5 (0.83%) Jasmine
10 5 (0.83%) WebStorm
10 5 (0.83%) XMLUnit
11 4 (0.66%) Ant
General
1 257 (42.55%) Finance
2 108 (17.88%) Banking
3 48 (7.95%) Investment Banking
4 44 (7.28%) Retail
5 26 (4.30%) Front Office
6 17 (2.81%) Back Office
7 16 (2.65%) Marketing
8 10 (1.66%) Telecoms
9 9 (1.49%) Legal
10 8 (1.32%) International Banking
11 7 (1.16%) Financial Institution
12 6 (0.99%) Advertising
12 6 (0.99%) Publishing
13 5 (0.83%) Pharmaceutical
14 2 (0.33%) Private Banking
14 2 (0.33%) Retail Banking
15 1 (0.17%) German Language
15 1 (0.17%) Billing
15 1 (0.17%) General Ledger
15 1 (0.17%) Games
Job Titles
1 243 (40.23%) Developer
2 125 (20.70%) Architect
3 114 (18.87%) Analyst
4 67 (11.09%) Business Intelligence Developer
5 55 (9.11%) Business Analyst
6 54 (8.94%) Data Architect
7 43 (7.12%) Senior Developer
8 39 (6.46%) Consultant
9 36 (5.96%) SQL Developer
10 35 (5.79%) Java Developer
10 35 (5.79%) Data Scientist
11 31 (5.13%) ETL Developer
12 28 (4.64%) Data Analyst
13 26 (4.30%) DBA
14 25 (4.14%) Business Developer
15 22 (3.64%) Data Manager
16 21 (3.48%) Analyst Developer
17 19 (3.15%) Solutions Architect
18 18 (2.98%) Team Leader
19 17 (2.81%) Administrator
Libraries, Frameworks & Software Standards
1 106 (17.55%) .NET
2 86 (14.24%) XML
3 63 (10.43%) Web Services
4 52 (8.61%) HTML
5 47 (7.78%) CSS
6 40 (6.62%) J2EE
7 39 (6.46%) MDX
8 38 (6.29%) Spring
9 35 (5.79%) Hibernate
10 33 (5.46%) ASP.NET
11 20 (3.31%) WCF
12 19 (3.15%) XSL
13 16 (2.65%) XSD
13 16 (2.65%) Ajax
14 15 (2.48%) Servlets
15 14 (2.32%) Middleware
16 10 (1.66%) Java EE
16 10 (1.66%) jQuery
17 9 (1.49%) Grails
17 9 (1.49%) RESTful
Miscellaneous
1 80 (13.25%) Analytical Skills
2 69 (11.42%) Computer Science
3 54 (8.94%) Visualisation
4 48 (7.95%) Data Integration
5 39 (6.46%) Mathematics
6 37 (6.13%) Digital Media
7 35 (5.79%) Economics
8 34 (5.63%) Statistics
9 29 (4.80%) Derivative
9 29 (4.80%) Applied Mathematics
10 25 (4.14%) Neural Network
11 24 (3.97%) Reference Data
12 19 (3.15%) Management Information System
13 16 (2.65%) Fixed Income
14 12 (1.99%) Mobile App
15 11 (1.82%) Physics
16 10 (1.66%) Clustering
16 10 (1.66%) Equities
16 10 (1.66%) Open Source
17 9 (1.49%) Artificial Intelligence
Operating Systems
1 39 (6.46%) Linux
2 32 (5.30%) 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
Processes & Methodologies
1 220 (36.42%) Business Intelligence
2 199 (32.95%) ETL
3 153 (25.33%) Agile Software Development
4 114 (18.87%) Analytics
5 102 (16.89%) Data Architecture
6 98 (16.23%) Data Analysis
7 93 (15.40%) Data Management
8 72 (11.92%) Scrum
9 65 (10.76%) CRM
10 62 (10.26%) Business Analysis
11 56 (9.27%) Data Governance
12 54 (8.94%) OO
13 53 (8.77%) SOA
13 53 (8.77%) Migration
13 53 (8.77%) Mentoring
14 49 (8.11%) Performance Tuning
15 46 (7.62%) TOGAF
16 40 (6.62%) TDD
17 38 (6.29%) UML
18 36 (5.96%) Kimball Methodology
Programming Languages
1 370 (61.26%) SQL
2 122 (20.20%) Java
3 111 (18.38%) T-SQL
4 88 (14.57%) C#
5 58 (9.60%) C++
6 51 (8.44%) Python
7 47 (7.78%) JavaScript
8 29 (4.80%) MATLAB
8 29 (4.80%) R
9 22 (3.64%) PL/SQL
10 21 (3.48%) C
11 17 (2.81%) Ruby
12 14 (2.32%) Groovy
12 14 (2.32%) Shell Script
13 13 (2.15%) VBA
14 12 (1.99%) VB
15 9 (1.49%) Perl
15 9 (1.49%) Clojure
16 6 (0.99%) XPath
17 4 (0.66%) VB6
Qualifications
1 148 (24.50%) Degree
2 30 (4.97%) PhD
3 14 (2.32%) 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
7 2 (0.33%) 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%) MCP
8 1 (0.17%) MCAD
Quality Assurance & Compliance
1 43 (7.12%) QA
2 21 (3.48%) Data Quality
3 11 (1.82%) ISO 9001
4 3 (0.50%) Basel II
4 3 (0.50%) Solvency II
5 1 (0.17%) HL7
5 1 (0.17%) COBIT
5 1 (0.17%) SLA
5 1 (0.17%) GPG13
5 1 (0.17%) EMIR
5 1 (0.17%) Dodd-Frank
5 1 (0.17%) COREP
System Software
1 5 (0.83%) Oracle RAC
2 2 (0.33%) Oracle RMAN
3 1 (0.17%) Apache ZooKeeper
3 1 (0.17%) Apache Flume
3 1 (0.17%) HDFS
3 1 (0.17%) GPFS
Systems Management
1 3 (0.50%) Control-M
1 3 (0.50%) Opscode Chef
2 2 (0.33%) Data Guard
3 1 (0.17%) SCOrch
3 1 (0.17%) SCOM
Vendors
1 165 (27.32%) Oracle
2 130 (21.52%) Microsoft
3 71 (11.75%) Business Objects
4 70 (11.59%) Cognos
5 44 (7.28%) Teradata
6 42 (6.95%) IBM
7 38 (6.29%) Tableau
8 32 (5.30%) Informatica
9 31 (5.13%) Sybase
9 31 (5.13%) Talend
10 21 (3.48%) SAP
11 19 (3.15%) Adobe
12 15 (2.48%) JBoss
13 12 (1.99%) Ab Initio
14 9 (1.49%) Siebel
15 7 (1.16%) Trillium
15 7 (1.16%) MicroStrategy
15 7 (1.16%) TIBCO
15 7 (1.16%) webMethods
16 6 (0.99%) DataFlux
City of London
Real Staffing
Salary: £55000 - £68000 per annum + competitive
Posted: 19 hours ago
City, London
Bridge Noble
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Asset Resourcing
Salary: £45000 - £75000 per annum + Bonus + Benefits Package
Posted: Yesterday
City, London
I.T. Skillfinder
Salary: £80000 - £95000 per annum
Posted: Yesterday
City of London
Claremont Consulting Limited
Salary: £45000.00 - £55000 per annum + 10% bonus
Posted: Yesterday
City of London
360 Resourcing
Salary: £65k - 70k per year
Posted: Yesterday
City, London
Evolution Recruitment Solutions
Salary: Upto 62k plus an excellent benfits package
Posted: 2 days ago
City, London
Scott-Merrick LLP
Salary: benefits
Posted: 2 days ago
City, London
Harrington Starr
Salary: £45000 per annum + Bonus+Benefits+Package
Posted: 2 days ago
City, London
RecruitmentRevolution.com Limited
Salary: Up to £38,000 per annum £38,000 plus bonus, pension scheme
Posted: 2 days ago
City, London
Executive Recruitment Services (ERS)
Salary: £40000 - £50000 per annum
Posted: 3 days ago
City, London
Harrington Starr
Salary: £30000 - £60000 per annum + benefits+bonus+package
Posted: 3 days ago
City, London
Bridge Noble
Salary: £75 - £75000 per annum
Posted: 3 days ago
City, London
ComputAppoint
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 3 days ago
City, London
Talent International
Salary: £35000 - £45000 per annum
Posted: 3 days ago
City, London
Bridge Noble
Salary: £55000 - £65000 per annum + Industry leading Benefits
Posted: 3 days ago
City, London
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Bonus + Benefits Package
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: 4 days ago
City of London
Mason Frank
Salary: £45 - £50 per annum + Bonus & Benefits
Posted: 4 days ago
City of London
Progressive Recruitment
Salary: £70000 per annum + competitive
Posted: 11 days ago