The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the City of London region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 5 May 2015 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

Location
3 months to
5 May 2015
Same period 2014 Same period 2013
Data Modeling
Rank 58 57 62
Rank change year-on-year
-1 +5
Contract jobs citing Data Modelling 177 203 177
As % of all contract IT jobs located in the City of London 3.21% 3.24% 2.81%
As % of the Processes & Methodologies category 4.15% 4.19% 3.68%
Number of daily rates quoted 144 140 129
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£475 £475 £475
90% offered a daily rate of more than £353 £350 £375
10% offered a daily rate of more than £625 £600 £575
UK excluding London average daily rate £425 £405 £390
% change year-on-year
+4.93% +3.84%
Number of hourly rates quoted 0 0 1
Average hourly rate - - £48.00
UK excluding London average hourly rate £40.00 £17.50 £37.80
% change year-on-year
+128.57% -53.70%
Data Modelling
London

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

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
4261 4843 4812
As % of all contract IT jobs located in the City of London 77.37% 77.25% 76.41%
Number of daily rates quoted 3324 3576 3643
Average daily rate £465 £450 £450
Average daily rate % change year-on-year
+3.33% -
90% offered a daily rate of more than £325 £300 £313
10% offered a daily rate of more than £613 £625 £600
UK excluding London average daily rate £388 £375 £360
% change year-on-year
+3.33% +4.16%
Number of hourly rates quoted 40 44 55
Average hourly rate £24.23 £22.50 £72.50
Average hourly rate % change year-on-year
+7.68% -68.96%
90% offered a hourly rate of more than £13.50 £13.00 £18.20
10% offered a hourly rate of more than £94.75 £47.50 £135.00
UK excluding London average hourly rate £30.00 £30.33 £32.00
% change year-on-year
-1.07% -5.23%

Data Modelling
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of IT contractor 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
Daily Rate Trend in the City of London

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

Data Modelling Daily Rate Trend in the City of London

Data Modelling
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the City of London region over the 3 months to 5 May 2015.

Data Modelling Daily Rate Histogram in the City of London

Data Modelling
Hourly Rate Trend in the City of London

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

Data Modelling Hourly Rate Trend in the City of London

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

For the 6 months to 5 May 2015, IT contractor 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 contract IT job ads sampled that cited Data Modelling.

1 168 (44.92%) SQL
2 144 (38.50%) Finance
3 110 (29.41%) Data Warehouse
4 102 (27.27%) Java
5 91 (24.33%) Banking
6 90 (24.06%) Business Intelligence
7 75 (20.05%) Oracle
8 73 (19.52%) SQL Server
8 73 (19.52%) Agile Software Development
9 63 (16.84%) ETL
10 54 (14.44%) Analytics
11 51 (13.64%) Data Analysis
12 47 (12.57%) Relational Database
13 44 (11.76%) SQL Server Integration Services
14 43 (11.50%) Microsoft
15 40 (10.70%) T-SQL
16 39 (10.43%) OO
17 38 (10.16%) QlikView
18 37 (9.89%) Data Architecture
19 36 (9.63%) Analytical Skills
20 34 (9.09%) Logical Data Model
20 34 (9.09%) Big Data
20 34 (9.09%) RDBMS
20 34 (9.09%) Derivative
20 34 (9.09%) SQL Server Reporting Services
20 34 (9.09%) Investment Banking
21 33 (8.82%) MS Excel
22 32 (8.56%) Data Management
22 32 (8.56%) Computer Science
23 31 (8.29%) Mathematics

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

For the 6 months to 5 May 2015, IT contractor 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 contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 27 (7.22%) SAS
2 17 (4.55%) SharePoint
3 5 (1.34%) WebLogic
3 5 (1.34%) Apache Spark
4 4 (1.07%) SharePoint 2013
5 3 (0.80%) Apache Pig
5 3 (0.80%) WebSphere
5 3 (0.80%) Apache
5 3 (0.80%) NetWeaver
6 2 (0.53%) Oracle Workflow
6 2 (0.53%) Node.js
7 1 (0.27%) Elasticsearch
7 1 (0.27%) Mule
7 1 (0.27%) Apache Solr
7 1 (0.27%) Confluence
7 1 (0.27%) BizTalk Server
7 1 (0.27%) FileNet
7 1 (0.27%) Mule ESB
Applications
1 33 (8.82%) MS Excel
2 18 (4.81%) MS Office
3 13 (3.48%) MS Visio
4 9 (2.41%) PowerPivot
5 7 (1.87%) MS PowerPoint
5 7 (1.87%) MS Project
6 4 (1.07%) InfoPath
6 4 (1.07%) Spreadsheet
7 1 (0.27%) SPSS
Business Applications
1 4 (1.07%) Oracle Applications
1 4 (1.07%) Dynamics CRM
1 4 (1.07%) Markit EDM
2 2 (0.53%) Radian6
2 2 (0.53%) Loan IQ
2 2 (0.53%) Cognos Business Intelligence
2 2 (0.53%) SAP CRM
3 1 (0.27%) SAP FI/CO
3 1 (0.27%) SAP CO
3 1 (0.27%) HFM
3 1 (0.27%) SAP ERP
3 1 (0.27%) thinkFolio
3 1 (0.27%) ION MarketView
3 1 (0.27%) TRIRIGA
3 1 (0.27%) PeopleSoft Financials
3 1 (0.27%) SAP R/3
3 1 (0.27%) SAP FI
Cloud Services
1 6 (1.60%) Amazon AWS
2 2 (0.53%) Heroku
2 2 (0.53%) Amazon EMR
2 2 (0.53%) Force.com
2 2 (0.53%) Amazon EC2
2 2 (0.53%) Amazon S3
2 2 (0.53%) Amazon CloudWatch
3 1 (0.27%) FinancialForce.com
3 1 (0.27%) SuccessFactors
3 1 (0.27%) Lucidchart
3 1 (0.27%) Google Analytics
Communications & Networking
1 2 (0.53%) CTI
Database & Business Intelligence
1 110 (29.41%) Data Warehouse
2 73 (19.52%) SQL Server
3 47 (12.57%) Relational Database
4 44 (11.76%) SQL Server Integration Services
5 38 (10.16%) QlikView
6 34 (9.09%) SQL Server Reporting Services
6 34 (9.09%) RDBMS
6 34 (9.09%) Big Data
7 25 (6.68%) SQL Server Analysis Services
8 24 (6.42%) Hadoop
9 21 (5.61%) OLAP
10 19 (5.08%) SQL Server 2008
11 17 (4.55%) Oracle Database
12 15 (4.01%) Data Mining
13 12 (3.21%) DB2
14 11 (2.94%) Apache Hive
15 9 (2.41%) SQL Server 2012
15 9 (2.41%) OLTP
15 9 (2.41%) Oracle Database 11g
15 9 (2.41%) MySQL
Development Applications
1 7 (1.87%) Team Foundation Server
2 5 (1.34%) Toad
2 5 (1.34%) ERwin
2 5 (1.34%) JIRA
3 4 (1.07%) Maven
4 3 (0.80%) Visual Studio
5 2 (0.53%) PowerDesigner
5 2 (0.53%) Subversion
5 2 (0.53%) Oracle APEX
5 2 (0.53%) Talend Open Studio
5 2 (0.53%) Cucumber
5 2 (0.53%) CA Gen
6 1 (0.27%) Android Studio
6 1 (0.27%) SQL Server Management Studio (SSMS)
6 1 (0.27%) tSQLt
6 1 (0.27%) CocoaPods
6 1 (0.27%) SpecFlow
6 1 (0.27%) Calabash
6 1 (0.27%) MSTest
6 1 (0.27%) Git (software)
General
1 144 (38.50%) Finance
2 91 (24.33%) Banking
3 34 (9.09%) Investment Banking
4 28 (7.49%) Telecoms
5 16 (4.28%) Retail
6 13 (3.48%) Marketing
7 12 (3.21%) Front Office
8 11 (2.94%) Financial Institution
9 5 (1.34%) Back Office
10 4 (1.07%) General Ledger
11 3 (0.80%) Retail Banking
12 2 (0.53%) Corporate Banking
12 2 (0.53%) Law
12 2 (0.53%) Legal
12 2 (0.53%) Advertising
12 2 (0.53%) Publishing
13 1 (0.27%) Pharmaceutical
Job Titles
1 155 (41.44%) Developer
2 129 (34.49%) Analyst
3 48 (12.83%) Business Analyst
4 41 (10.96%) Data Analyst
5 36 (9.63%) Java Developer
5 36 (9.63%) Architect
6 24 (6.42%) Programmer
7 23 (6.15%) SQL Developer
8 22 (5.88%) Data Modeller
8 22 (5.88%) Analyst Programmer
8 22 (5.88%) Business Intelligence Developer
9 20 (5.35%) Data Architect
9 20 (5.35%) Java Analyst Programmer
9 20 (5.35%) Java Programmer
10 18 (4.81%) QlikView Developer
11 17 (4.55%) Senior Developer
12 14 (3.74%) Oracle Developer
13 12 (3.21%) Business Intelligence Analyst
14 10 (2.67%) Senior Analyst
15 9 (2.41%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 25 (6.68%) .NET
2 24 (6.42%) HTML
3 22 (5.88%) CSS
3 22 (5.88%) RESTful
4 20 (5.35%) XML
5 18 (4.81%) Web Services
6 17 (4.55%) HTML5
7 13 (3.48%) jQuery
8 11 (2.94%) JAX-RS
9 10 (2.67%) SOAP
10 9 (2.41%) J2EE
10 9 (2.41%) REST
11 6 (1.60%) ASP.NET
11 6 (1.60%) JMS
11 6 (1.60%) Spring
11 6 (1.60%) MDX
12 5 (1.34%) .NET Framework
12 5 (1.34%) JSON
13 4 (1.07%) Ajax
13 4 (1.07%) WCF
Miscellaneous
1 36 (9.63%) Analytical Skills
2 34 (9.09%) Derivative
3 32 (8.56%) Computer Science
4 31 (8.29%) Mathematics
5 21 (5.61%) Visualisation
6 16 (4.28%) Reference Data
6 16 (4.28%) Credit Risk
7 12 (3.21%) Data Integration
7 12 (3.21%) Management Information System
8 10 (2.67%) Foreign Exchange (FX)
9 8 (2.14%) Statistics
9 8 (2.14%) Data Structures
10 7 (1.87%) Open Source
11 5 (1.34%) Market Risk
11 5 (1.34%) CMDB
11 5 (1.34%) Equity Derivative
11 5 (1.34%) Graphic Design
11 5 (1.34%) Equities
11 5 (1.34%) Fixed Income
12 4 (1.07%) Clustering
Operating Systems
1 24 (6.42%) UNIX
2 8 (2.14%) Windows
3 6 (1.60%) Linux
4 3 (0.80%) Android
4 3 (0.80%) Apple iOS
5 1 (0.27%) Windows Phone
5 1 (0.27%) Windows 7
Processes & Methodologies
1 90 (24.06%) Business Intelligence
2 73 (19.52%) Agile Software Development
3 63 (16.84%) ETL
4 54 (14.44%) Analytics
5 51 (13.64%) Data Analysis
6 39 (10.43%) OO
7 37 (9.89%) Data Architecture
8 34 (9.09%) Logical Data Model
9 32 (8.56%) Data Management
10 25 (6.68%) Data Mapping
10 25 (6.68%) Data Governance
11 22 (5.88%) Performance Tuning
12 21 (5.61%) Business Analysis
12 21 (5.61%) Migration
13 19 (5.08%) Scrum
14 18 (4.81%) Project Management
14 18 (4.81%) Master Data Management
15 17 (4.55%) CRM
15 17 (4.55%) TDD
16 16 (4.28%) Physical Data Model
Programming Languages
1 168 (44.92%) SQL
2 102 (27.27%) Java
3 40 (10.70%) T-SQL
4 28 (7.49%) PL/SQL
5 17 (4.55%) VBA
6 16 (4.28%) C#
7 15 (4.01%) JavaScript
8 9 (2.41%) VB
8 9 (2.41%) Python
9 6 (1.60%) PHP
10 5 (1.34%) C
10 5 (1.34%) Data Analysis Expressions (DAX)
11 4 (1.07%) R
11 4 (1.07%) Shell Script
12 3 (0.80%) Scala
12 3 (0.80%) Perl
13 2 (0.53%) VB.NET
13 2 (0.53%) Ruby
13 2 (0.53%) Apex Code
13 2 (0.53%) MATLAB
Qualifications
1 30 (8.02%) Degree
2 6 (1.60%) ISEB
3 5 (1.34%) ISTQB
4 4 (1.07%) OCP
4 4 (1.07%) Oracle Certification
5 3 (0.80%) SC Cleared
5 3 (0.80%) Security Cleared
6 2 (0.53%) Microsoft Certification
6 2 (0.53%) IBM Certification
6 2 (0.53%) MCITP
7 1 (0.27%) PRINCE2 Certification
7 1 (0.27%) PMI Certification
7 1 (0.27%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 20 (5.35%) QA
2 14 (3.74%) Data Quality
3 9 (2.41%) Solvency II
4 3 (0.80%) Dodd-Frank
4 3 (0.80%) Basel III
5 1 (0.27%) PMBOK
5 1 (0.27%) ISO 9001
5 1 (0.27%) SLA
5 1 (0.27%) Basel II
5 1 (0.27%) GAAP
5 1 (0.27%) COBIT
System Software
1 6 (1.60%) Apache Flume
1 6 (1.60%) HDFS
2 1 (0.27%) Oracle RAC
Systems Management
1 5 (1.34%) Oozie
2 2 (0.53%) ITRS Geneos
2 2 (0.53%) Vagrant
3 1 (0.27%) Graphite
3 1 (0.27%) Control-M
3 1 (0.27%) SCOM
3 1 (0.27%) Data Guard
3 1 (0.27%) HP Quality Center
Vendors
1 75 (20.05%) Oracle
2 43 (11.50%) Microsoft
3 21 (5.61%) Business Objects
4 18 (4.81%) Cognos
4 18 (4.81%) Tableau
5 16 (4.28%) IBM
6 15 (4.01%) SAP
7 14 (3.74%) Sybase
8 12 (3.21%) Informatica
9 11 (2.94%) Teradata
10 8 (2.14%) Netezza
10 8 (2.14%) WorldPay
11 5 (1.34%) Salesforce.com
12 4 (1.07%) hybris
13 3 (0.80%) Pega
13 3 (0.80%) webMethods
13 3 (0.80%) ATG
13 3 (0.80%) GoldenSource
13 3 (0.80%) Demandware
13 3 (0.80%) Vertica
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