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 28 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 110 98 98
Rank change year-on-year
-12 0
Permanent jobs citing Data Modelling 275 294 355
As % of all permanent IT jobs located in the City of London 2.35% 2.49% 2.76%
As % of the Processes & Methodologies category 2.90% 3.08% 3.49%
Number of salaries quoted 236 262 293
Average salary £60,701 £62,500 £65,000
Average salary % change year-on-year
-2.87% -3.84%
90% offered a salary of more than £42,500 £42,600 £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
9497 9559 10180
As % of all permanent IT jobs located in the City of London 81.05% 80.84% 79.08%
Number of salaries quoted 7874 8424 9286
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 28 August 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 28 August 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.

1 373 (61.25%) SQL
2 254 (41.71%) Finance
3 220 (36.12%) Data Warehouse
4 215 (35.30%) SQL Server
5 213 (34.98%) Business Intelligence
6 188 (30.87%) ETL
7 168 (27.59%) Oracle
8 166 (27.26%) SQL Server Integration Services
9 151 (24.79%) Degree
10 132 (21.67%) Microsoft
11 129 (21.18%) SQL Server Reporting Services
12 125 (20.53%) Java
13 116 (19.05%) Analytics
14 115 (18.88%) T-SQL
15 114 (18.72%) MS Excel
16 112 (18.39%) Banking
17 110 (18.06%) SQL Server Analysis Services
18 100 (16.42%) .NET
19 97 (15.93%) Data Architecture
20 94 (15.44%) Data Analysis
21 91 (14.94%) XML
22 90 (14.78%) C#
23 89 (14.61%) Data Management
23 89 (14.61%) Relational Database
24 84 (13.79%) Agile Software Development
25 77 (12.64%) Big Data
26 75 (12.32%) Scrum
27 73 (11.99%) SQL Server 2008
28 69 (11.33%) Cognos
29 68 (11.17%) Business Objects

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

For the 6 months to 28 August 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 57 (9.36%) SAS
2 24 (3.94%) SharePoint
3 20 (3.28%) Apache Pig
4 19 (3.12%) WebLogic
5 16 (2.63%) BizTalk Server
6 13 (2.13%) IIS
7 10 (1.64%) WebSphere
8 7 (1.15%) Tomcat
9 6 (0.99%) Node.js
9 6 (0.99%) Oracle Workflow
10 5 (0.82%) SharePoint 2010
11 3 (0.49%) Apache
12 2 (0.33%) NServiceBus
12 2 (0.33%) SharePoint 2013
12 2 (0.33%) CMS
12 2 (0.33%) MQSeries
13 1 (0.16%) Oracle Coherence
13 1 (0.16%) Alfresco
13 1 (0.16%) CICS
13 1 (0.16%) Confluence
Applications
1 114 (18.72%) MS Excel
2 33 (5.42%) SPSS
3 27 (4.43%) MS Office
4 24 (3.94%) CPLEX
5 12 (1.97%) MS Visio
5 12 (1.97%) MS PowerPoint
6 6 (0.99%) PowerPivot
7 5 (0.82%) Spreadsheet
8 3 (0.49%) FastStats
9 1 (0.16%) Vensim
9 1 (0.16%) OmniGraffle
Business Applications
1 18 (2.96%) Dynamics CRM
2 12 (1.97%) Oracle BPM
3 8 (1.31%) Markit EDM
4 7 (1.15%) BusinessWorks
5 3 (0.49%) Cognos Business Intelligence
6 2 (0.33%) SAP BPC
6 2 (0.33%) Remedy ITSM
6 2 (0.33%) Loan IQ
7 1 (0.16%) Cognos TM1
7 1 (0.16%) FRx
7 1 (0.16%) Oracle EBS R12
7 1 (0.16%) Oracle Retail
7 1 (0.16%) Oracle Procure-to-Pay
Cloud Services
1 23 (3.78%) Microsoft Azure
2 17 (2.79%) SaaS
3 13 (2.13%) PaaS
3 13 (2.13%) IaaS
4 9 (1.48%) Amazon AWS
5 2 (0.33%) Amazon EMR
5 2 (0.33%) Cloud Computing
5 2 (0.33%) Amazon EC2
6 1 (0.16%) Force.com
6 1 (0.16%) LucidChart
Communications & Networking
1 15 (2.46%) Intranet
2 2 (0.33%) LDAP
2 2 (0.33%) GSM
2 2 (0.33%) VoIP
2 2 (0.33%) HTTP
3 1 (0.16%) Wireless
3 1 (0.16%) Internet
3 1 (0.16%) Unified Communications
Database & Business Intelligence
1 220 (36.12%) Data Warehouse
2 215 (35.30%) SQL Server
3 166 (27.26%) SQL Server Integration Services
4 129 (21.18%) SQL Server Reporting Services
5 110 (18.06%) SQL Server Analysis Services
6 89 (14.61%) Relational Database
7 77 (12.64%) Big Data
8 73 (11.99%) SQL Server 2008
9 63 (10.34%) Hadoop
10 61 (10.02%) OLAP
11 51 (8.37%) Oracle Database
12 43 (7.06%) QlikView
13 39 (6.40%) Data Mining
14 35 (5.75%) RDBMS
15 34 (5.58%) SQL Server 2012
16 33 (5.42%) MongoDB
17 32 (5.25%) Data Mart
18 29 (4.76%) Microsoft Analysis Services
19 23 (3.78%) SQL Server 2005
20 20 (3.28%) Pentaho
Development Applications
1 37 (6.08%) Team Foundation Server
2 31 (5.09%) Talend Open Studio
3 30 (4.93%) ERwin
4 20 (3.28%) JUnit
4 20 (3.28%) JIRA
5 17 (2.79%) Subversion
6 15 (2.46%) SQL Server Management Studio (SSMS)
7 13 (2.13%) NUnit
7 13 (2.13%) Bugzilla
8 12 (1.97%) Git (software)
9 11 (1.81%) Selenium
9 11 (1.81%) Visual Studio
9 11 (1.81%) JMeter
10 5 (0.82%) Atlassian Bamboo
10 5 (0.82%) XMLUnit
10 5 (0.82%) Jasmine
10 5 (0.82%) WebStorm
11 4 (0.66%) Ant
11 4 (0.66%) PowerBuilder
11 4 (0.66%) PowerDesigner
General
1 254 (41.71%) Finance
2 112 (18.39%) Banking
3 48 (7.88%) Investment Banking
3 48 (7.88%) Retail
4 26 (4.27%) Front Office
5 19 (3.12%) Back Office
6 15 (2.46%) Marketing
7 9 (1.48%) Financial Institution
7 9 (1.48%) Legal
7 9 (1.48%) Advertising
8 8 (1.31%) Telecoms
8 8 (1.31%) International Banking
9 4 (0.66%) Publishing
10 2 (0.33%) Pharmaceutical
10 2 (0.33%) Private Banking
10 2 (0.33%) Retail Banking
11 1 (0.16%) Billing
11 1 (0.16%) Games
Job Titles
1 245 (40.23%) Developer
2 120 (19.70%) Architect
3 109 (17.90%) Analyst
4 62 (10.18%) Business Intelligence Developer
5 55 (9.03%) Business Analyst
6 52 (8.54%) Senior Developer
7 51 (8.37%) Data Architect
8 44 (7.22%) Consultant
9 39 (6.40%) Java Developer
10 37 (6.08%) SQL Developer
11 34 (5.58%) Data Scientist
12 28 (4.60%) ETL Developer
13 26 (4.27%) DBA
14 24 (3.94%) Data Analyst
15 23 (3.78%) Business Developer
16 21 (3.45%) Data Manager
17 19 (3.12%) Team Leader
17 19 (3.12%) Solutions Architect
18 17 (2.79%) Designer
18 17 (2.79%) Administrator
Libraries, Frameworks & Software Standards
1 100 (16.42%) .NET
2 91 (14.94%) XML
3 68 (11.17%) Web Services
4 55 (9.03%) HTML
5 48 (7.88%) CSS
6 44 (7.22%) J2EE
7 41 (6.73%) MDX
8 40 (6.57%) Spring
9 34 (5.58%) Hibernate
10 29 (4.76%) ASP.NET
11 23 (3.78%) XSL
12 22 (3.61%) WCF
13 20 (3.28%) XSD
14 18 (2.96%) Middleware
15 17 (2.79%) Ajax
16 14 (2.30%) Servlets
17 13 (2.13%) Microsoft Enterprise Library
18 11 (1.81%) Grails
18 11 (1.81%) DHTML
18 11 (1.81%) Struts
Miscellaneous
1 68 (11.17%) Computer Science
2 48 (7.88%) Visualisation
3 42 (6.90%) Data Integration
4 41 (6.73%) Mathematics
5 37 (6.08%) Digital Media
6 36 (5.91%) Derivative
7 34 (5.58%) Statistics
7 34 (5.58%) Economics
8 28 (4.60%) Applied Mathematics
9 24 (3.94%) Neural Network
10 22 (3.61%) Reference Data
11 21 (3.45%) Management Information System
12 17 (2.79%) Fixed Income
13 14 (2.30%) Equities
14 12 (1.97%) Mobile App
15 11 (1.81%) Open Source
16 9 (1.48%) Physics
16 9 (1.48%) Credit Risk
16 9 (1.48%) Foreign Exchange (FX)
16 9 (1.48%) Clustering
Operating Systems
1 41 (6.73%) Linux
2 35 (5.75%) Windows
3 34 (5.58%) UNIX
4 4 (0.66%) Solaris
5 3 (0.49%) Oracle Linux
5 3 (0.49%) Android
6 2 (0.33%) Apple iOS
7 1 (0.16%) Windows Server 2008
Processes & Methodologies
1 213 (34.98%) Business Intelligence
2 188 (30.87%) ETL
3 116 (19.05%) Analytics
4 97 (15.93%) Data Architecture
5 94 (15.44%) Data Analysis
6 89 (14.61%) Data Management
7 84 (13.79%) Agile Software Development
8 75 (12.32%) Scrum
9 66 (10.84%) CRM
10 61 (10.02%) Business Analysis
11 56 (9.20%) Data Governance
12 54 (8.87%) Migration
12 54 (8.87%) Performance Tuning
13 53 (8.70%) OO
13 53 (8.70%) SOA
14 43 (7.06%) TOGAF
15 36 (5.91%) Project Management
15 36 (5.91%) UML
16 35 (5.75%) Kimball Methodology
17 34 (5.58%) Unit Testing
Programming Languages
1 373 (61.25%) SQL
2 125 (20.53%) Java
3 115 (18.88%) T-SQL
4 90 (14.78%) C#
5 56 (9.20%) C++
6 52 (8.54%) Python
7 47 (7.72%) JavaScript
8 28 (4.60%) PL/SQL
8 28 (4.60%) MATLAB
9 27 (4.43%) R
10 21 (3.45%) C
11 16 (2.63%) VBA
11 16 (2.63%) Ruby
11 16 (2.63%) Groovy
12 15 (2.46%) Shell Script
13 13 (2.13%) VB
14 10 (1.64%) Perl
15 7 (1.15%) XPath
15 7 (1.15%) Clojure
16 5 (0.82%) VB6
Qualifications
1 151 (24.79%) Degree
2 29 (4.76%) PhD
3 12 (1.97%) Microsoft Certification
4 10 (1.64%) MCITP
5 5 (0.82%) MCTS
5 5 (0.82%) MCSE
6 3 (0.49%) PMI Certification
6 3 (0.49%) Security Cleared
7 2 (0.33%) DV Cleared
7 2 (0.33%) ISTQB
8 1 (0.16%) OCPJP
8 1 (0.16%) ISEB
8 1 (0.16%) MCP
8 1 (0.16%) MCAD
8 1 (0.16%) ACCA
8 1 (0.16%) CIMA
8 1 (0.16%) IIBA
8 1 (0.16%) SC Cleared
Quality Assurance & Compliance
1 40 (6.57%) QA
2 25 (4.11%) Data Quality
3 12 (1.97%) ISO 9001
4 3 (0.49%) Basel II
4 3 (0.49%) Solvency II
4 3 (0.49%) EMIR
4 3 (0.49%) Dodd-Frank
5 2 (0.33%) FATCA
6 1 (0.16%) COBIT
6 1 (0.16%) MiFID
6 1 (0.16%) HL7
6 1 (0.16%) SLA
6 1 (0.16%) ISO 9000
6 1 (0.16%) GPG13
System Software
1 7 (1.15%) Oracle RAC
2 2 (0.33%) HDFS
2 2 (0.33%) GPFS
2 2 (0.33%) Apache Flume
2 2 (0.33%) Oracle RMAN
3 1 (0.16%) Apache ZooKeeper
Systems Management
1 4 (0.66%) Opscode Chef
2 2 (0.33%) Data Guard
2 2 (0.33%) Control-M
3 1 (0.16%) SCOM
3 1 (0.16%) SCOrch
Vendors
1 168 (27.59%) Oracle
2 132 (21.67%) Microsoft
3 69 (11.33%) Cognos
4 68 (11.17%) Business Objects
5 45 (7.39%) Teradata
6 41 (6.73%) IBM
7 39 (6.40%) Tableau
8 35 (5.75%) Informatica
9 31 (5.09%) Talend
10 24 (3.94%) Sybase
11 23 (3.78%) SAP
12 18 (2.96%) Adobe
13 14 (2.30%) JBoss
14 11 (1.81%) Ab Initio
15 10 (1.64%) MicroStrategy
16 9 (1.48%) Siebel
17 7 (1.15%) TIBCO
17 7 (1.15%) webMethods
18 6 (0.99%) MapR
18 6 (0.99%) Atlassian
City, London
Swan It Recruitment Ltd
Salary: Good rate
Posted: 19 hours ago
City of London
Huxley Associates
Salary: competitive
Posted: 19 hours ago
City of London
Progressive Recruitment
Salary: £70000 per annum + competitive
Posted: Yesterday
City of London
Mason Frank
Salary: £45 - £50 per annum + + Bonus & Benefits
Posted: Yesterday
City of London
Progressive Recruitment
Salary: £55000 per annum + competitive
Posted: Yesterday
City of London
Harrington Starr
Salary: £30000 - £50000 per annum
Posted: 4 days ago
City, London
Dupen Recruitment Services
Salary: £60000 - £75000 per annum + range of benefits
Posted: 5 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £60000 per annum + Package
Posted: 5 days ago
City of London
Progressive Recruitment
Salary: competitive
Posted: 5 days ago
City, London
Experis Ltd
Salary: £50000.00 per annum + Pension + bonus
Posted: 5 days ago
City, London
Harnham
Salary: £50000 - £70000 per annum + comprehensive benefits package
Posted: 6 days ago
City, London
Harrington Starr
Salary: £30000 - £50000 per annum
Posted: 6 days ago
City, London
ComputAppoint
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 6 days ago
City of London
DP Connect
Salary: £67000 - £82000 per annum + Pension+Company Car+On-site Gym
Posted: 7 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £60000 - £70000 per annum + benefits
Posted: 9 days ago
City of London
Huxley Associates
Salary: competitive
Posted: 10 days ago
City of London
Huxley Associates
Salary: competitive
Posted: 14 days ago
City of London
easyJet
Salary: Competitive + excellent benefits
Posted: 15 days ago
City of London
Huxley Associates
Salary: competitive
Posted: 16 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 19 days ago