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 27 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Jan 2015
Same period 2014 Same period 2013
Data Modeling
Rank 106 117 96
Rank change year-on-year
+11 -21
Permanent jobs citing Data Modelling 244 240 306
As % of all permanent IT jobs located in the City of London 2.39% 2.29% 2.78%
As % of the Processes & Methodologies category 2.93% 2.75% 3.46%
Number of salaries quoted 214 220 252
Average salary £56,250 £60,000 £62,500
Average salary % change year-on-year
-6.25% -4.00%
90% offered a salary of more than £35,750 £47,500 £37,550
10% offered a salary of more than £76,750 £90,000 £85,000
UK excluding London average salary £46,000 £47,500 £45,000
% change year-on-year
-3.15% +5.55%
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
8341 8727 8835
As % of all permanent IT jobs located in the City of London 81.73% 83.15% 80.25%
Number of salaries quoted 7186 7395 7916
Average salary £57,500 £57,500 £55,000
Average salary % change year-on-year
- +4.54%
90% offered a salary of more than £39,000 £37,500 £35,500
10% offered a salary of more than £82,500 £80,000 £82,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 January 2015.

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 27 January 2015, 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.

1 265 (53.64%) SQL
2 220 (44.53%) Finance
3 178 (36.03%) Business Intelligence
4 169 (34.21%) Data Warehouse
5 160 (32.39%) SQL Server
6 144 (29.15%) ETL
7 136 (27.53%) Analytical Skills
8 131 (26.52%) Oracle
9 117 (23.68%) Microsoft
10 108 (21.86%) Agile Software Development
11 101 (20.45%) Data Management
12 93 (18.83%) SQL Server Integration Services
13 90 (18.22%) Java
14 85 (17.21%) SQL Server Reporting Services
15 81 (16.40%) Data Analysis
16 80 (16.19%) Data Architecture
17 77 (15.59%) MS Excel
18 74 (14.98%) Degree
19 70 (14.17%) Data Integration
19 70 (14.17%) Relational Database
20 67 (13.56%) SQL Server Analysis Services
20 67 (13.56%) .NET
20 67 (13.56%) Project Management
21 65 (13.16%) SQL Server 2008
22 62 (12.55%) Analytics
22 62 (12.55%) Business Analysis
22 62 (12.55%) Banking
23 61 (12.35%) UML
24 57 (11.54%) T-SQL
25 56 (11.34%) Scrum

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

For the 6 months to 27 January 2015, 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 44 (8.91%) SAS
2 23 (4.66%) SharePoint
3 12 (2.43%) CICS
3 12 (2.43%) Apache Pig
4 11 (2.23%) MQSeries
4 11 (2.23%) WebLogic
4 11 (2.23%) JBoss
5 10 (2.02%) IIS
5 10 (2.02%) BizTalk Server
5 10 (2.02%) WebSphere
6 9 (1.82%) FileNet
6 9 (1.82%) Documentum
7 8 (1.62%) CMS
8 6 (1.21%) Tomcat
9 5 (1.01%) IBM Notes
9 5 (1.01%) Sitecore CMS
9 5 (1.01%) SharePoint 2010
10 4 (0.81%) NServiceBus
10 4 (0.81%) SharePoint 2013
10 4 (0.81%) Apache
Applications
1 77 (15.59%) MS Excel
2 44 (8.91%) MS Office
3 23 (4.66%) SPSS
4 19 (3.85%) MS Visio
5 16 (3.24%) PowerPivot
6 7 (1.42%) Spreadsheet
7 6 (1.21%) MS PowerPoint
8 5 (1.01%) CPLEX
8 5 (1.01%) MS Project
9 2 (0.40%) OmniGraffle
10 1 (0.20%) FastStats
Business Applications
1 17 (3.44%) Markit EDM
2 5 (1.01%) LatentZero
3 4 (0.81%) Dynamics CRM
3 4 (0.81%) Google Analytics
4 3 (0.61%) SAP BPC
5 2 (0.40%) Cognos Business Intelligence
5 2 (0.40%) Cognos TM1
6 1 (0.20%) SAP Oil and Gas
6 1 (0.20%) Loan IQ
6 1 (0.20%) Misys Midas
6 1 (0.20%) SAP ERP
6 1 (0.20%) SAP SD
Cloud Services
1 17 (3.44%) Microsoft Azure
2 9 (1.82%) SaaS
3 4 (0.81%) Google App Engine
3 4 (0.81%) Google Cloud Platform
4 3 (0.61%) PaaS
4 3 (0.61%) IaaS
5 2 (0.40%) LucidChart
Communications & Networking
1 9 (1.82%) FTP
1 9 (1.82%) Intranet
2 6 (1.21%) Internet
3 3 (0.61%) Ethernet
4 2 (0.40%) SAN
4 2 (0.40%) LDAP
4 2 (0.40%) HTTP
4 2 (0.40%) SNMP
4 2 (0.40%) TCP/IP
4 2 (0.40%) Firewall
4 2 (0.40%) VLAN
4 2 (0.40%) Modbus
5 1 (0.20%) Network Security
5 1 (0.20%) IPsec
5 1 (0.20%) MPLS
5 1 (0.20%) OSPF
5 1 (0.20%) BGP
5 1 (0.20%) EIGRP
5 1 (0.20%) VPN
5 1 (0.20%) IPv6
Database & Business Intelligence
1 169 (34.21%) Data Warehouse
2 160 (32.39%) SQL Server
3 93 (18.83%) SQL Server Integration Services
4 85 (17.21%) SQL Server Reporting Services
5 70 (14.17%) Relational Database
6 67 (13.56%) SQL Server Analysis Services
7 65 (13.16%) SQL Server 2008
8 56 (11.34%) SQL Server 2012
9 44 (8.91%) OLAP
10 35 (7.09%) Big Data
10 35 (7.09%) Oracle BI EE
11 33 (6.68%) QlikView
12 32 (6.48%) Hadoop
13 31 (6.28%) OLAP Cube
14 25 (5.06%) Data Mining
15 23 (4.66%) Oracle Database
16 20 (4.05%) Oracle OLAP
17 19 (3.85%) Microsoft Analysis Services
17 19 (3.85%) RDBMS
18 18 (3.64%) OLTP
Development Applications
1 15 (3.04%) JIRA
2 13 (2.63%) Oracle Forms
3 12 (2.43%) ERwin
4 11 (2.23%) Subversion
5 8 (1.62%) JUnit
5 8 (1.62%) Rational DOORS
6 7 (1.42%) Talend Open Studio
6 7 (1.42%) Mercurial
7 6 (1.21%) Git (software)
7 6 (1.21%) PowerDesigner
8 5 (1.01%) PowerBuilder
9 4 (0.81%) Eclipse
10 3 (0.61%) VSS/SourceSafe
10 3 (0.61%) Bugzilla
10 3 (0.61%) NUnit
10 3 (0.61%) Team Foundation Server
11 2 (0.40%) Balsamiq Mockups
11 2 (0.40%) Axure RP
11 2 (0.40%) Toad
11 2 (0.40%) Ant
General
1 220 (44.53%) Finance
2 62 (12.55%) Banking
3 25 (5.06%) Marketing
4 22 (4.45%) Telecoms
5 21 (4.25%) Publishing
5 21 (4.25%) Investment Banking
6 17 (3.44%) Front Office
7 12 (2.43%) Legal
7 12 (2.43%) Retail
8 7 (1.42%) General Ledger
9 5 (1.01%) Advertising
9 5 (1.01%) Back Office
10 3 (0.61%) Pharmaceutical
10 3 (0.61%) Law
11 2 (0.40%) Financial Institution
11 2 (0.40%) German Language
12 1 (0.20%) French Language
12 1 (0.20%) Wholesale Banking
12 1 (0.20%) International Banking
Job Titles
1 150 (30.36%) Developer
2 149 (30.16%) Analyst
3 106 (21.46%) Architect
4 91 (18.42%) Business Analyst
5 41 (8.30%) Consultant
6 37 (7.49%) Data Architect
7 30 (6.07%) Data Analyst
8 29 (5.87%) Business Intelligence Developer
9 25 (5.06%) Java Developer
9 25 (5.06%) SQL Developer
10 19 (3.85%) Solutions Architect
11 18 (3.64%) DBA
12 17 (3.44%) Analyst Developer
13 16 (3.24%) Senior Developer
14 15 (3.04%) Technical Architect
14 15 (3.04%) Senior Analyst
15 13 (2.63%) Administrator
15 13 (2.63%) Database Developer
15 13 (2.63%) Business Developer
16 12 (2.43%) ETL Developer
Libraries, Frameworks & Software Standards
1 67 (13.56%) .NET
2 51 (10.32%) XML
3 43 (8.70%) Web Services
4 28 (5.67%) ASP.NET
5 23 (4.66%) J2EE
5 23 (4.66%) Hibernate
6 22 (4.45%) Spring
7 21 (4.25%) Java EE
8 17 (3.44%) HTML
9 16 (3.24%) ASP.NET MVC
10 15 (3.04%) jQuery
10 15 (3.04%) Ajax
11 14 (2.83%) CSS
12 13 (2.63%) XSD
13 12 (2.43%) MDX
14 10 (2.02%) WCF
14 10 (2.02%) .NET Framework
14 10 (2.02%) JSON
15 9 (1.82%) WSDL
15 9 (1.82%) RESTful
Miscellaneous
1 136 (27.53%) Analytical Skills
2 70 (14.17%) Data Integration
3 42 (8.50%) Data Structures
4 38 (7.69%) Visualisation
5 36 (7.29%) Management Information System
6 30 (6.07%) Computer Science
7 28 (5.67%) Mathematics
8 24 (4.86%) Statistics
9 17 (3.44%) Reference Data
10 15 (3.04%) User Experience
11 14 (2.83%) Fixed Income
12 12 (2.43%) Mainframe
13 11 (2.23%) Taxonomies
14 10 (2.02%) Algorithms
15 9 (1.82%) Clustering
16 8 (1.62%) Economics
17 7 (1.42%) Derivative
17 7 (1.42%) Replication
17 7 (1.42%) Digital Media
17 7 (1.42%) Open Source
Operating Systems
1 45 (9.11%) UNIX
2 42 (8.50%) Linux
3 30 (6.07%) Windows
4 3 (0.61%) Windows Vista
5 1 (0.20%) Windows Server 2008
5 1 (0.20%) CentOS
5 1 (0.20%) Red Hat Enterprise Linux
5 1 (0.20%) Windows XP
5 1 (0.20%) Windows Server 2003
5 1 (0.20%) Debian
5 1 (0.20%) Ubuntu
Processes & Methodologies
1 178 (36.03%) Business Intelligence
2 144 (29.15%) ETL
3 108 (21.86%) Agile Software Development
4 101 (20.45%) Data Management
5 81 (16.40%) Data Analysis
6 80 (16.19%) Data Architecture
7 67 (13.56%) Project Management
8 62 (12.55%) Business Analysis
8 62 (12.55%) Analytics
9 61 (12.35%) UML
10 56 (11.34%) Scrum
11 50 (10.12%) OO
12 48 (9.72%) TOGAF
13 46 (9.31%) Requirements Analysis
13 46 (9.31%) Performance Tuning
14 40 (8.10%) Logical Data Model
14 40 (8.10%) E-Commerce
15 35 (7.09%) CRM
15 35 (7.09%) Asset Management
16 32 (6.48%) Investment Management
Programming Languages
1 265 (53.64%) SQL
2 90 (18.22%) Java
3 57 (11.54%) T-SQL
4 36 (7.29%) C#
5 25 (5.06%) PL/SQL
6 20 (4.05%) JavaScript
7 19 (3.85%) Python
8 14 (2.83%) C++
9 13 (2.63%) Perl
9 13 (2.63%) Shell Script
10 12 (2.43%) VBA
11 11 (2.23%) C
12 9 (1.82%) R
13 8 (1.62%) VB.NET
14 7 (1.42%) Data Analysis Expressions (DAX)
15 6 (1.21%) Ruby
15 6 (1.21%) MATLAB
16 5 (1.01%) Bash Shell
16 5 (1.01%) Clojure
17 4 (0.81%) ABAP
Qualifications
1 74 (14.98%) Degree
2 13 (2.63%) Security Cleared
3 11 (2.23%) DV Cleared
4 10 (2.02%) Microsoft Certification
5 8 (1.62%) SC Cleared
6 6 (1.21%) ISEB
7 5 (1.01%) MCSE
7 5 (1.01%) PhD
7 5 (1.01%) MCITP
8 3 (0.61%) IIBA
8 3 (0.61%) PMI Certification
9 2 (0.40%) SAP Certification
10 1 (0.20%) PRINCE2 Certification
10 1 (0.20%) MBA
10 1 (0.20%) OCPJP
10 1 (0.20%) Cisco Certification
10 1 (0.20%) CBAP
Quality Assurance & Compliance
1 32 (6.48%) QA
2 10 (2.02%) Data Quality
3 8 (1.62%) JSP 440
4 5 (1.01%) Basel III
5 3 (0.61%) SLA
5 3 (0.61%) Basel II
6 2 (0.40%) Solvency II
6 2 (0.40%) Dodd-Frank
7 1 (0.20%) COREP
7 1 (0.20%) MiFID
7 1 (0.20%) FATCA
7 1 (0.20%) EMIR
System Software
1 6 (1.21%) VMware ESX
2 4 (0.81%) Oracle RAC
3 3 (0.61%) VMware Infrastructure
4 2 (0.40%) VMware ESXi
5 1 (0.20%) Apache Flume
5 1 (0.20%) Samba
5 1 (0.20%) Postfix
5 1 (0.20%) XenServer
Systems Management
1 3 (0.61%) Oracle Enterprise Manager
1 3 (0.61%) Control-M
1 3 (0.61%) Opscode Chef
2 2 (0.40%) Puppet
3 1 (0.20%) Salt
3 1 (0.20%) ZABBIX
Vendors
1 131 (26.52%) Oracle
2 117 (23.68%) Microsoft
3 41 (8.30%) Business Objects
4 35 (7.09%) Cognos
5 33 (6.68%) Informatica
6 27 (5.47%) DataFlux
7 26 (5.26%) Trillium
7 26 (5.26%) Sybase
8 22 (4.45%) Teradata
9 20 (4.05%) Tableau
10 16 (3.24%) ATG
11 15 (3.04%) SAP
12 12 (2.43%) Ab Initio
12 12 (2.43%) Vermilion
13 11 (2.23%) BI-SAM
13 11 (2.23%) GoldenSource
13 11 (2.23%) Actuate
14 10 (2.02%) MicroStrategy
14 10 (2.02%) Google
15 9 (1.82%) Pega
City, London
Sanderson
Salary: £45000.00 - £50000.00 per annum + Excellent Benefits
Posted: 16 hours ago
City, London
ComputAppoint
Salary: £400 - £500 per day
Posted: 17 hours ago
City, London
Lorien Resourcing
Salary: £30000 - £60000 per annum + Excellent Benefits
Posted: 17 hours ago
City, Liverpool
Axiom Software Solutions
Salary: up to 60k GBP pa + benefits
Posted: 20 hours ago
Liverpool Street. City of London
Axiom Software Solutions
Salary: up to 60k GBP pa + benefits
Posted: 21 hours ago
City, London
Understanding Recruitment
Salary: £40000 - £45000 per annum + Benefits
Posted: Yesterday
City, London
Connectus
Salary: £40000 - £52000 per annum + bonus & benefits
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £70,000 to £80,000 per annum
Posted: 3 days ago
City, London
ComputerWorld Personnel Ltd
Salary: £450 - £475 per day
Posted: 4 days ago
City, London
Networking People
Posted: 5 days ago
City of London
Huxley Banking & Financial Services
Salary: competitive
Posted: 5 days ago
City of London
Nigel Frank International Limited - Newcastle
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £40000 - £50000 per annum
Posted: 5 days ago
City, London
Gold Group
Salary: £55000 - £75000 per annum + benefits
Posted: 6 days ago
City of London
Deerfoot IT
Salary: £35000 - £40000 per annum + bonus + bens
Posted: 10 days ago
City of London
Explore Group
Salary: £80000 - £100000 per annum + Pension, Car allowance, Bonus
Posted: 10 days ago
City of London
Progressive Recruitment
Salary: £30000 - £55000 per annum + competitive
Posted: 11 days ago
City of London
Mason Frank
Salary: £60 - £65 per annum + Bonus & Benefits
Posted: 13 days ago
City of London
iKonnect
Salary: £50 - £60 per annum + negs
Posted: 17 days ago
City of London
Bridge Noble
Salary: £80000 - £120000 per annum + Benefits
Posted: 18 days ago