The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the 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 22 August 2014 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
22 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 65 60 66
Rank change year-on-year
-5 +6
Contract jobs citing Data Modelling 701 805 741
As % of all contract IT jobs located in London 2.89% 3.19% 2.83%
As % of the Processes & Methodologies category 3.75% 4.17% 3.80%
Number of daily rates quoted 429 498 518
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£500 £488 £500
Average daily rate % change year-on-year
+2.56% -2.50%
90% offered a daily rate of more than £350 £375 £368
10% offered a daily rate of more than £625 £625 £650
UK excluding London average daily rate £413 £400 £398
% change year-on-year
+3.12% +0.62%
Number of hourly rates quoted 3 0 1
Average hourly rate £21.62 - £48.50
UK excluding London average hourly rate £16.44 £37.80 £36.00
% change year-on-year
-56.50% +5.00%
Data Modelling
England

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
18703 19294 19476
As % of all contract IT jobs located in London 77.04% 76.55% 74.43%
Number of daily rates quoted 13024 13514 13082
Average daily rate £450 £450 £430
Average daily rate % change year-on-year
- +4.65%
90% offered a daily rate of more than £300 £300 £290
10% offered a daily rate of more than £600 £600 £600
UK excluding London average daily rate £375 £370 £363
% change year-on-year
+1.35% +2.06%
Number of hourly rates quoted 223 235 362
Average hourly rate £20.50 £22.50 £32.50
Average hourly rate % change year-on-year
-8.88% -30.76%
90% offered a hourly rate of more than £13.50 £14.00 £15.00
10% offered a hourly rate of more than £45.00 £51.50 £48.20
UK excluding London average hourly rate £25.00 £30.00 £31.00
% change year-on-year
-16.66% -3.22%

Data Modelling
Jobs Demand Trend in London

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

Data Modelling Jobs Demand Trend in London

Data Modelling
Daily Rate Trend in London

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

Data Modelling Daily Rate Trend in London

Data Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the London region over the 3 months to 22 August 2014.

Data Modelling Daily Rate Histogram in London

Data Modelling
Hourly Rate Trend in London

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

Data Modelling Hourly Rate Trend in London

Data Modelling
Contract Job Locations in London

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Modelling within the London region over the 3 months to 22 August 2014. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +5 168 £500 -4.76% 54
Canary Wharf +14 11 £450 -22.81%
Docklands, London -1 4 £444 -13.41%
Hammersmith 0 1 - -
Croydon -3 1 £250 -21.87% 1
Twickenham - 1 £363 -
Bromley - - - - 2
Ealing - - - -
Enfield - - - - 1
Feltham - - - -
Grays - - - - 1
Hayes - - - -
Kingston Upon Thames - - - -
Surbiton - - - -
Wimbledon - - - - 1
Chiswick - - - -
Paddington - - - -
Southwark - - - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 22 August 2014, IT contractor jobs across the 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.

1 532 (39.91%) SQL
2 398 (29.86%) Finance
3 338 (25.36%) Data Warehouse
4 331 (24.83%) Business Intelligence
5 317 (23.78%) ETL
6 315 (23.63%) Oracle
7 298 (22.36%) Banking
8 290 (21.76%) SQL Server
9 192 (14.40%) Data Architecture
10 185 (13.88%) Data Analysis
10 185 (13.88%) Investment Banking
11 158 (11.85%) Microsoft
12 155 (11.63%) SQL Server Integration Services
13 149 (11.18%) Degree
14 146 (10.95%) Agile Software Development
15 143 (10.73%) Business Analysis
16 131 (9.83%) Data Management
17 125 (9.38%) Data Integration
18 124 (9.30%) Analytics
19 119 (8.93%) MS Excel
20 118 (8.85%) Java
20 118 (8.85%) Relational Database
21 112 (8.40%) PL/SQL
22 110 (8.25%) Migration
23 109 (8.18%) XML
24 105 (7.88%) Project Management
25 104 (7.80%) UML
26 100 (7.50%) T-SQL
27 98 (7.35%) Oracle Database
28 96 (7.20%) Risk Management

Data Modelling
Top Related IT Skills in London by Category

For the 6 months to 22 August 2014, IT contractor jobs across the 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 43 (3.23%) SAS
2 42 (3.15%) SharePoint
3 17 (1.28%) WebLogic
4 13 (0.98%) Tomcat
5 12 (0.90%) Apache
6 11 (0.83%) IIS
7 10 (0.75%) Moodle
7 10 (0.75%) BizTalk Server
8 9 (0.68%) WebSphere
8 9 (0.68%) Confluence
9 8 (0.60%) CMS
10 6 (0.45%) Apache Pig
10 6 (0.45%) NetWeaver
11 5 (0.38%) SharePoint 2010
12 4 (0.30%) MQSeries
13 3 (0.23%) Oracle Spatial
13 3 (0.23%) Oracle Application Server
14 2 (0.15%) Node.js
14 2 (0.15%) Drupal
14 2 (0.15%) MS Project Server
Applications
1 119 (8.93%) MS Excel
2 34 (2.55%) MS Visio
3 33 (2.48%) MS Office
4 17 (1.28%) MS PowerPoint
5 8 (0.60%) PowerPivot
6 7 (0.53%) Spreadsheet
7 6 (0.45%) SPSS
8 5 (0.38%) Photoshop
8 5 (0.38%) MS Project
8 5 (0.38%) Adobe Illustrator
8 5 (0.38%) Stata
9 3 (0.23%) Mathematica
10 1 (0.075%) FastStats
Business Applications
1 29 (2.18%) Markit EDM
2 20 (1.50%) Dynamics CRM
3 13 (0.98%) Cognos TM1
4 9 (0.68%) Remedy ITSM
4 9 (0.68%) Google Analytics
5 8 (0.60%) SAP BPC
6 6 (0.45%) SAP SRM
7 5 (0.38%) Loan IQ
8 4 (0.30%) Oracle Retail
8 4 (0.30%) Cognos Business Intelligence
8 4 (0.30%) Endur
9 3 (0.23%) IntelliMatch
9 3 (0.23%) Oracle 11i
9 3 (0.23%) SAP SD
9 3 (0.23%) Oracle EBS
9 3 (0.23%) SAP Oil and Gas
10 2 (0.15%) Oracle BPM
10 2 (0.15%) Aligne
10 2 (0.15%) Oracle EBS R12
10 2 (0.15%) OpenLink RightAngle
Cloud Services
1 9 (0.68%) Force.com
1 9 (0.68%) SaaS
2 6 (0.45%) Microsoft Azure
3 5 (0.38%) IaaS
3 5 (0.38%) PaaS
4 2 (0.15%) SuccessFactors
5 1 (0.075%) Amazon AWS
5 1 (0.075%) Amazon SQS
Communications & Networking
1 18 (1.35%) HTTP
2 11 (0.83%) Ethernet
3 10 (0.75%) SSH
3 10 (0.75%) FTP
4 9 (0.68%) DSL
5 7 (0.53%) Internet
6 5 (0.38%) SAN
7 4 (0.30%) Firewall
7 4 (0.30%) SMS
8 3 (0.23%) Intranet
9 2 (0.15%) Wi-Fi
9 2 (0.15%) LDAP
9 2 (0.15%) LAN
10 1 (0.075%) DHCP
10 1 (0.075%) WLAN
10 1 (0.075%) WAN
10 1 (0.075%) Kerberos
10 1 (0.075%) TCP/IP
10 1 (0.075%) VPN
10 1 (0.075%) DNS
Database & Business Intelligence
1 338 (25.36%) Data Warehouse
2 290 (21.76%) SQL Server
3 155 (11.63%) SQL Server Integration Services
4 118 (8.85%) Relational Database
5 98 (7.35%) Oracle Database
6 92 (6.90%) QlikView
7 88 (6.60%) SQL Server Reporting Services
8 85 (6.38%) SQL Server 2008
9 81 (6.08%) SQL Server Analysis Services
10 76 (5.70%) Big Data
11 61 (4.58%) Oracle Database 11g
12 57 (4.28%) RDBMS
13 42 (3.15%) Hadoop
14 36 (2.70%) Data Mart
15 34 (2.55%) Oracle ODI
15 34 (2.55%) Data Mining
16 33 (2.48%) PowerCenter
17 32 (2.40%) SAP BW
18 31 (2.33%) MySQL
19 29 (2.18%) DataStage
Development Applications
1 43 (3.23%) ERwin
2 34 (2.55%) JIRA
3 27 (2.03%) Visual Studio
4 23 (1.73%) Team Foundation Server
5 20 (1.50%) SQL Server Management Studio (SSMS)
6 16 (1.20%) PowerDesigner
7 15 (1.13%) Subversion
8 14 (1.05%) Git (software)
9 11 (0.83%) JUnit
9 11 (0.83%) Talend Open Studio
10 10 (0.75%) NUnit
10 10 (0.75%) Toad
11 6 (0.45%) Ant
12 5 (0.38%) Bugzilla
12 5 (0.38%) Rhino Mocks
13 4 (0.30%) TeamCity
14 3 (0.23%) Oracle Forms
14 3 (0.23%) XMLSpy
14 3 (0.23%) MSBuild
15 2 (0.15%) Mocha
General
1 398 (29.86%) Finance
2 298 (22.36%) Banking
3 185 (13.88%) Investment Banking
4 82 (6.15%) Retail
5 50 (3.75%) Front Office
6 41 (3.08%) Marketing
6 41 (3.08%) Legal
7 36 (2.70%) Games
8 33 (2.48%) Telecoms
9 25 (1.88%) Pharmaceutical
10 21 (1.58%) Financial Institution
10 21 (1.58%) Manufacturing
11 20 (1.50%) Back Office
12 18 (1.35%) Advertising
13 13 (0.98%) Publishing
14 10 (0.75%) Retail Banking
15 9 (0.68%) Billing
15 9 (0.68%) Local Government
16 8 (0.60%) German Language
16 8 (0.60%) Corporate Banking
Job Titles
1 422 (31.66%) Analyst
2 390 (29.26%) Developer
3 280 (21.01%) Business Analyst
4 273 (20.48%) Architect
5 144 (10.80%) Data Architect
6 127 (9.53%) Data Analyst
7 89 (6.68%) Consultant
8 63 (4.73%) Data Modeller
9 61 (4.58%) SQL Developer
10 52 (3.90%) Business Intelligence Developer
11 44 (3.30%) ETL Developer
12 42 (3.15%) Solutions Architect
12 42 (3.15%) Senior Developer
12 42 (3.15%) Oracle Developer
13 37 (2.78%) Risk Analyst
14 35 (2.63%) Java Developer
14 35 (2.63%) Technical Analyst
14 35 (2.63%) Designer
15 34 (2.55%) QlikView Developer
16 33 (2.48%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 109 (8.18%) XML
2 81 (6.08%) .NET
3 57 (4.28%) HTML
4 56 (4.20%) Web Services
5 37 (2.78%) MDX
6 36 (2.70%) J2EE
7 31 (2.33%) XSD
8 28 (2.10%) CSS
8 28 (2.10%) JSON
9 25 (1.88%) WCF
10 24 (1.80%) ASP.NET
10 24 (1.80%) Ajax
11 23 (1.73%) HTML5
11 23 (1.73%) Middleware
12 22 (1.65%) Spring
13 18 (1.35%) jQuery
14 17 (1.28%) FpML
15 15 (1.13%) SOAP
16 14 (1.05%) REST
16 14 (1.05%) Swing
Miscellaneous
1 125 (9.38%) Data Integration
2 60 (4.50%) Credit Risk
2 60 (4.50%) Market Risk
3 56 (4.20%) Management Information System
4 53 (3.98%) Computer Science
5 49 (3.68%) Reference Data
5 49 (3.68%) Visualisation
6 48 (3.60%) Derivative
7 41 (3.08%) Foreign Exchange (FX)
8 24 (1.80%) Fixed Income
8 24 (1.80%) Online Games
9 21 (1.58%) Equities
10 14 (1.05%) CMDB
10 14 (1.05%) Data Protection Act
11 13 (0.98%) Mathematics
11 13 (0.98%) Hedge funds
12 12 (0.90%) Data Extraction
12 12 (0.90%) N-Tier
13 11 (0.83%) Freedom of Information
13 11 (0.83%) SWIFT
Operating Systems
1 81 (6.08%) UNIX
2 47 (3.53%) Linux
3 43 (3.23%) Windows
4 10 (0.75%) CentOS
5 9 (0.68%) Red Hat Enterprise Linux
6 6 (0.45%) Solaris
7 4 (0.30%) Android
8 3 (0.23%) Windows Server 2003
8 3 (0.23%) Windows Server 2008
8 3 (0.23%) Apple iOS
9 2 (0.15%) Windows XP
10 1 (0.075%) AIX
10 1 (0.075%) HPUX
10 1 (0.075%) MVS
10 1 (0.075%) zOS
10 1 (0.075%) Tru64
10 1 (0.075%) Ubuntu
10 1 (0.075%) Windows 8
10 1 (0.075%) Oracle Linux
Processes & Methodologies
1 331 (24.83%) Business Intelligence
2 317 (23.78%) ETL
3 192 (14.40%) Data Architecture
4 185 (13.88%) Data Analysis
5 146 (10.95%) Agile Software Development
6 143 (10.73%) Business Analysis
7 131 (9.83%) Data Management
8 124 (9.30%) Analytics
9 110 (8.25%) Migration
10 105 (7.88%) Project Management
11 104 (7.80%) UML
12 96 (7.20%) Risk Management
13 77 (5.78%) Data Migration
14 75 (5.63%) Data Mapping
15 71 (5.33%) Scrum
15 71 (5.33%) Performance Tuning
16 69 (5.18%) CRM
17 66 (4.95%) Data Governance
18 64 (4.80%) Master Data Management
19 63 (4.73%) User Acceptance Testing
Programming Languages
1 532 (39.91%) SQL
2 118 (8.85%) Java
3 112 (8.40%) PL/SQL
4 100 (7.50%) T-SQL
5 71 (5.33%) C#
6 47 (3.53%) JavaScript
7 42 (3.15%) Shell Script
8 32 (2.40%) VBA
9 31 (2.33%) Perl
10 22 (1.65%) Python
11 20 (1.50%) PHP
12 16 (1.20%) VB
13 15 (1.13%) C++
13 15 (1.13%) Bash Shell
14 10 (0.75%) sed
14 10 (0.75%) Scala
14 10 (0.75%) C
14 10 (0.75%) ABAP
15 9 (0.68%) VBScript
16 8 (0.60%) XPath
Qualifications
1 149 (11.18%) Degree
2 36 (2.70%) Security Cleared
3 18 (1.35%) SC Cleared
4 17 (1.28%) Microsoft Certification
5 13 (0.98%) ISEB
6 12 (0.90%) SAP Certification
7 10 (0.75%) MCTS
7 10 (0.75%) MCITP
8 7 (0.53%) DV Cleared
9 6 (0.45%) ITIL Certification
9 6 (0.45%) MCSE
10 5 (0.38%) PMI Certification
10 5 (0.38%) Oracle Certification
11 4 (0.30%) ISTQB
11 4 (0.30%) CISA
11 4 (0.30%) CISM
11 4 (0.30%) CISSP
11 4 (0.30%) MCSD
11 4 (0.30%) ISTQB Foundation Certification
12 3 (0.23%) Postgraduate
Quality Assurance & Compliance
1 59 (4.43%) QA
2 52 (3.90%) Data Quality
3 10 (0.75%) Basel III
4 9 (0.68%) SLA
5 8 (0.60%) Basel II
5 8 (0.60%) EMIR
6 7 (0.53%) Dodd-Frank
7 5 (0.38%) COBIT
7 5 (0.38%) FATCA
8 4 (0.30%) GPG13
8 4 (0.30%) ISO/IEC 27001
9 3 (0.23%) MiFID
10 2 (0.15%) Sarbanes-Oxley
10 2 (0.15%) ISO/IEC 17799
11 1 (0.075%) CRD IV
11 1 (0.075%) ISO 9001
11 1 (0.075%) PCI DSS
11 1 (0.075%) P3O
11 1 (0.075%) Solvency II
System Software
1 13 (0.98%) Oracle RAC
2 7 (0.53%) Oracle RMAN
3 2 (0.15%) VMware Infrastructure
3 2 (0.15%) Active Directory
Systems Management
1 21 (1.58%) Control-M
2 12 (0.90%) Data Guard
3 8 (0.60%) HP Quality Center
4 4 (0.30%) SCOM
4 4 (0.30%) Tivoli
4 4 (0.30%) Oracle Enterprise Manager
4 4 (0.30%) SCOrch
5 3 (0.23%) Oracle EDQ
5 3 (0.23%) Legato
6 2 (0.15%) Foglight
7 1 (0.075%) OpenAM
7 1 (0.075%) ITRS Geneos
7 1 (0.075%) Tivoli Storage Manager
7 1 (0.075%) HP UCMDB
Vendors
1 315 (23.63%) Oracle
2 158 (11.85%) Microsoft
3 78 (5.85%) Informatica
4 67 (5.03%) Business Objects
5 64 (4.80%) SAP
6 53 (3.98%) Tableau
7 48 (3.60%) Cognos
8 41 (3.08%) Teradata
9 34 (2.55%) Ab Initio
10 31 (2.33%) IBM
11 28 (2.10%) Salesforce.com
12 27 (2.03%) Sybase
13 26 (1.95%) Netezza
14 16 (1.20%) MicroStrategy
15 15 (1.13%) Siebel
16 14 (1.05%) Adobe
17 13 (0.98%) ATG
18 11 (0.83%) Remedy
18 11 (0.83%) BMC
18 11 (0.83%) Talend
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