The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the England 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 65 77 77
Rank change year-on-year
+12 0
Contract jobs citing Data Modelling 1419 1197 1058
As % of all contract IT jobs located in England 2.80% 2.41% 2.47%
As % of the Processes & Methodologies category 3.65% 3.19% 3.34%
Number of daily rates quoted 919 772 648
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£450 £450 £450
90% offered a daily rate of more than £325 £325 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London average daily rate £425 £405 £390
% change year-on-year
+4.93% +3.84%
Number of hourly rates quoted 10 7 16
Average hourly rate £44.75 £20.00 £37.80
Average hourly rate % change year-on-year
+123.75% -47.08%
90% offered a hourly rate of more than £18.35 £17.50 £32.65
10% offered a hourly rate of more than £55.75 £63.89 £61.00
UK excluding London average hourly rate £40.00 £17.50 £37.80
% change year-on-year
+128.57% -53.70%
Data Modelling
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
38847 37469 31698
As % of all contract IT jobs located in England 76.62% 75.37% 74.03%
Number of daily rates quoted 24672 23859 19373
Average daily rate £420 £401 £413
Average daily rate % change year-on-year
+4.86% -2.90%
90% offered a daily rate of more than £285 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £388 £375 £360
% change year-on-year
+3.33% +4.16%
Number of hourly rates quoted 1135 1110 993
Average hourly rate £29.00 £30.00 £32.00
Average hourly rate % change year-on-year
-3.33% -6.25%
90% offered a hourly rate of more than £12.00 £12.31 £13.67
10% offered a hourly rate of more than £47.88 £47.50 £54.00
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 England

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

Data Modelling Jobs Demand Trend in England

Data Modelling
Daily Rate Trend in England

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

Data Modelling Daily Rate Trend in England

Data Modelling
Daily Rate Histogram in England

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

Data Modelling Daily Rate Histogram in England

Data Modelling
Hourly Rate Trend in England

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

Data Modelling Hourly Rate Trend in England

Data Modelling
Hourly Rate Histogram in England

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

Data Modelling Hourly Rate Histogram in England

Data Modelling
Contract Job Locations in England

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 England region over the 3 months to 5 May 2015. 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
London +7 754 £475 -5.00% 139
South East +26 220 £400 -5.88% 30
Yorkshire +12 113 £386 +8.35% 23
North West +20 82 £500 +23.07% 14
South West -12 66 £490 +15.29% 8
West Midlands +1 64 £463 +8.82% 5
East of England -2 49 £450 +12.50% 10
North East +4 34 £450 +4.95% 2
East Midlands -1 31 £375 +9.09% 5
Midlands +1 6 £460 +15.00%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 5 May 2015, IT contractor jobs across the England 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 1027 (38.16%) SQL
2 766 (28.47%) Data Warehouse
3 757 (28.13%) Finance
4 743 (27.61%) Business Intelligence
5 638 (23.71%) Oracle
6 550 (20.44%) ETL
7 528 (19.62%) SQL Server
8 465 (17.28%) Agile Software Development
9 438 (16.28%) Banking
10 404 (15.01%) Java
11 396 (14.72%) Data Analysis
12 353 (13.12%) Microsoft
13 348 (12.93%) Logical Data Model
14 332 (12.34%) Analytical Skills
15 301 (11.19%) Data Architecture
16 270 (10.03%) SQL Server Integration Services
17 269 (10.00%) Analytics
18 249 (9.25%) Degree
19 248 (9.22%) PL/SQL
20 241 (8.96%) Business Analysis
21 236 (8.77%) Migration
22 228 (8.47%) MS Excel
22 228 (8.47%) Data Management
23 191 (7.10%) XML
24 190 (7.06%) Investment Banking
25 189 (7.02%) Project Management
25 189 (7.02%) .NET
26 188 (6.99%) SQL Server Reporting Services
27 185 (6.87%) Informatica
28 183 (6.80%) T-SQL

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 5 May 2015, IT contractor jobs across the England 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
1 156 (5.80%) SAS
2 63 (2.34%) SharePoint
3 48 (1.78%) WebLogic
4 30 (1.11%) WebSphere
5 27 (1.00%) Apache Pig
6 21 (0.78%) Elasticsearch
6 21 (0.78%) Apache
7 19 (0.71%) Apache Spark
8 18 (0.67%) Confluence
9 10 (0.37%) Tomcat
9 10 (0.37%) Oracle Workflow
10 9 (0.33%) IIS
10 9 (0.33%) ArcGIS
10 9 (0.33%) SharePoint 2013
11 8 (0.30%) MediaWiki
11 8 (0.30%) BizTalk Server
11 8 (0.30%) Oracle BPEL
11 8 (0.30%) nginx
12 7 (0.26%) NetWeaver
12 7 (0.26%) MQSeries
Applications
1 228 (8.47%) MS Excel
2 120 (4.46%) MS Visio
3 102 (3.79%) MS Office
4 62 (2.30%) MS PowerPoint
5 27 (1.00%) PowerPivot
6 20 (0.74%) Spreadsheet
7 19 (0.71%) SPSS
7 19 (0.71%) MS Project
8 6 (0.22%) InfoPath
9 3 (0.11%) Photoshop
10 2 (0.074%) Mathematica
10 2 (0.074%) Adobe Illustrator
11 1 (0.037%) CATIA
Business Applications
1 55 (2.04%) Oracle EBS
2 28 (1.04%) Dynamics CRM
3 20 (0.74%) Markit EDM
4 18 (0.67%) Cognos Business Intelligence
5 15 (0.56%) Oracle BPM
6 14 (0.52%) SAP CRM
7 12 (0.45%) SAP BPC
8 9 (0.33%) Oracle Applications
8 9 (0.33%) Loan IQ
9 8 (0.30%) Oracle General Ledger
9 8 (0.30%) Oracle EBS R12
10 7 (0.26%) Oracle Payables
10 7 (0.26%) SAP Oil and Gas
10 7 (0.26%) SAP HR
11 6 (0.22%) SAP FI
11 6 (0.22%) Cognos TM1
11 6 (0.22%) Dynamics AX
11 6 (0.22%) Oracle Assets
12 5 (0.19%) Hyperion Planning
12 5 (0.19%) Remedy ITSM
Cloud Services
1 28 (1.04%) Amazon AWS
2 7 (0.26%) SaaS
2 7 (0.26%) PaaS
3 6 (0.22%) Google Analytics
3 6 (0.22%) SuccessFactors
4 5 (0.19%) Microsoft Azure
4 5 (0.19%) Amazon EC2
5 4 (0.15%) Amazon EMR
6 3 (0.11%) Adobe Analytics
7 2 (0.074%) IaaS
7 2 (0.074%) Amazon S3
7 2 (0.074%) Cloud Computing
7 2 (0.074%) Force.com
7 2 (0.074%) Heroku
7 2 (0.074%) Amazon CloudWatch
7 2 (0.074%) Boomi
8 1 (0.037%) FinancialForce.com
8 1 (0.037%) Lucidchart
8 1 (0.037%) IBM Blueworks
8 1 (0.037%) Google Cloud Platform
Communications & Networking
1 30 (1.11%) HTTP
2 21 (0.78%) LDAP
3 19 (0.71%) Internet
4 14 (0.52%) Firewall
5 11 (0.41%) Network Security
5 11 (0.41%) LAN
5 11 (0.41%) WAN
6 8 (0.30%) OSPF
6 8 (0.30%) BGP
6 8 (0.30%) VPN
6 8 (0.30%) IPv6
6 8 (0.30%) IPsec
6 8 (0.30%) EIGRP
7 6 (0.22%) Intranet
8 4 (0.15%) Ethernet
9 3 (0.11%) TCP/IP
9 3 (0.11%) DSL
10 2 (0.074%) SAN
10 2 (0.074%) CTI
10 2 (0.074%) DNS
Database & Business Intelligence
1 766 (28.47%) Data Warehouse
2 528 (19.62%) SQL Server
3 270 (10.03%) SQL Server Integration Services
4 188 (6.99%) SQL Server Reporting Services
5 183 (6.80%) Oracle Database
6 181 (6.73%) Relational Database
7 178 (6.61%) Big Data
8 156 (5.80%) QlikView
9 154 (5.72%) SQL Server Analysis Services
10 125 (4.65%) Hadoop
11 119 (4.42%) SQL Server 2008
12 116 (4.31%) Oracle Database 11g
13 107 (3.98%) RDBMS
14 106 (3.94%) OLAP
15 95 (3.53%) Data Mining
16 72 (2.68%) DB2
17 69 (2.56%) SQL Server 2012
18 66 (2.45%) Star Schema
19 60 (2.23%) Oracle BI EE
20 53 (1.97%) NoSQL
Development Applications
1 139 (5.17%) ERwin
2 47 (1.75%) Toad
3 46 (1.71%) Team Foundation Server
4 42 (1.56%) Visual Studio
5 39 (1.45%) JIRA
6 30 (1.11%) Subversion
7 22 (0.82%) PowerDesigner
8 18 (0.67%) Git (software)
9 15 (0.56%) Ant
10 14 (0.52%) NUnit
10 14 (0.52%) Jenkins
10 14 (0.52%) SQL Server Management Studio (SSMS)
11 13 (0.48%) Eclipse
12 12 (0.45%) VSS/SourceSafe
12 12 (0.45%) Talend Open Studio
13 10 (0.37%) Maven
13 10 (0.37%) Oracle APEX
13 10 (0.37%) JUnit
14 9 (0.33%) Oracle Forms
15 8 (0.30%) Lombardi
General
1 757 (28.13%) Finance
2 438 (16.28%) Banking
3 190 (7.06%) Investment Banking
4 158 (5.87%) Retail
5 88 (3.27%) Telecoms
6 57 (2.12%) Front Office
7 54 (2.01%) Marketing
8 37 (1.37%) Financial Institution
9 35 (1.30%) Games
10 29 (1.08%) Manufacturing
11 24 (0.89%) Legal
11 24 (0.89%) Back Office
12 21 (0.78%) Retail Banking
13 20 (0.74%) Publishing
14 16 (0.59%) Law
15 13 (0.48%) Pharmaceutical
16 9 (0.33%) Electronics
16 9 (0.33%) General Ledger
17 8 (0.30%) Billing
17 8 (0.30%) Advertising
Job Titles
1 859 (31.92%) Analyst
2 798 (29.65%) Developer
3 517 (19.21%) Architect
4 472 (17.54%) Business Analyst
5 307 (11.41%) Data Architect
6 248 (9.22%) Data Analyst
7 191 (7.10%) Data Modeller
8 132 (4.91%) Consultant
9 97 (3.60%) SQL Developer
10 92 (3.42%) Java Developer
11 87 (3.23%) Business Intelligence Developer
12 84 (3.12%) Senior Developer
13 73 (2.71%) Solutions Architect
14 71 (2.64%) ETL Developer
15 70 (2.60%) Senior Analyst
15 70 (2.60%) Oracle Developer
16 68 (2.53%) QlikView Developer
17 66 (2.45%) Designer
18 63 (2.34%) Project Manager
19 59 (2.19%) DBA
Libraries, Frameworks & Software Standards
1 191 (7.10%) XML
2 189 (7.02%) .NET
3 130 (4.83%) Web Services
4 98 (3.64%) HTML
5 66 (2.45%) REST
6 65 (2.42%) .NET Framework
7 62 (2.30%) CSS
8 60 (2.23%) RESTful
9 58 (2.16%) SOAP
10 54 (2.01%) J2EE
11 46 (1.71%) HTML5
12 41 (1.52%) jQuery
12 41 (1.52%) JSON
13 36 (1.34%) ASP.NET
14 35 (1.30%) Middleware
15 34 (1.26%) Spring
16 32 (1.19%) XSD
17 27 (1.00%) MDX
17 27 (1.00%) JAX-RS
18 26 (0.97%) Oracle Fusion
Miscellaneous
1 332 (12.34%) Analytical Skills
2 152 (5.65%) Data Integration
3 129 (4.79%) Computer Science
4 128 (4.76%) Management Information System
5 117 (4.35%) Data Structures
6 101 (3.75%) Derivative
6 101 (3.75%) Visualisation
7 84 (3.12%) Reference Data
8 61 (2.27%) Mathematics
9 58 (2.16%) Market Risk
10 49 (1.82%) Foreign Exchange (FX)
11 43 (1.60%) Open Source
11 43 (1.60%) Enterprise Software
12 39 (1.45%) Statistics
13 38 (1.41%) Fixed Income
13 38 (1.41%) Credit Risk
13 38 (1.41%) Algorithms
14 36 (1.34%) Equities
15 34 (1.26%) Equity Derivative
16 29 (1.08%) Replication
Operating Systems
1 152 (5.65%) UNIX
2 84 (3.12%) Windows
3 67 (2.49%) Linux
4 12 (0.45%) Windows Server 2003
5 10 (0.37%) Apple iOS
5 10 (0.37%) CentOS
6 9 (0.33%) Solaris
6 9 (0.33%) Android
7 8 (0.30%) Debian
7 8 (0.30%) Ubuntu
8 6 (0.22%) Windows Server 2008
9 5 (0.19%) zOS
9 5 (0.19%) Red Hat Enterprise Linux
10 3 (0.11%) Windows 7
10 3 (0.11%) MVS
10 3 (0.11%) Windows XP
11 2 (0.074%) VME
12 1 (0.037%) OS/390
12 1 (0.037%) AIX
12 1 (0.037%) Oracle Linux
Processes & Methodologies
1 743 (27.61%) Business Intelligence
2 550 (20.44%) ETL
3 465 (17.28%) Agile Software Development
4 396 (14.72%) Data Analysis
5 348 (12.93%) Logical Data Model
6 301 (11.19%) Data Architecture
7 269 (10.00%) Analytics
8 241 (8.96%) Business Analysis
9 236 (8.77%) Migration
10 228 (8.47%) Data Management
11 189 (7.02%) Project Management
12 181 (6.73%) Stakeholder Management
13 180 (6.69%) Data Governance
14 179 (6.65%) Physical Data Model
15 178 (6.61%) UML
16 175 (6.50%) Data Migration
17 171 (6.35%) OO
18 164 (6.09%) Data Mapping
19 135 (5.02%) SOA
20 113 (4.20%) Scrum
Programming Languages
1 1027 (38.16%) SQL
2 404 (15.01%) Java
3 248 (9.22%) PL/SQL
4 183 (6.80%) T-SQL
5 128 (4.76%) C#
6 80 (2.97%) JavaScript
7 59 (2.19%) VBA
8 53 (1.97%) Perl
9 47 (1.75%) Shell Script
10 43 (1.60%) Python
11 29 (1.08%) PHP
12 27 (1.00%) R
13 26 (0.97%) Ruby
14 25 (0.93%) VB
15 21 (0.78%) C
16 19 (0.71%) PowerShell
17 18 (0.67%) Scala
17 18 (0.67%) Bash Shell
18 16 (0.59%) MATLAB
19 14 (0.52%) C++
Qualifications
1 249 (9.25%) Degree
2 95 (3.53%) Security Cleared
3 62 (2.30%) ISEB
4 55 (2.04%) SC Cleared
5 17 (0.63%) DV Cleared
6 10 (0.37%) PMI Certification
6 10 (0.37%) Oracle Certification
6 10 (0.37%) Microsoft Certification
7 8 (0.30%) SAP Certification
7 8 (0.30%) CIMA
8 7 (0.26%) MCITP
8 7 (0.26%) ISTQB
8 7 (0.26%) HND
9 5 (0.19%) PhD
9 5 (0.19%) CBAP
10 4 (0.15%) IIBA
10 4 (0.15%) OCP
10 4 (0.15%) BC Cleared
10 4 (0.15%) IBM Certification
10 4 (0.15%) ACCA
Quality Assurance & Compliance
1 130 (4.83%) Data Quality
2 125 (4.65%) QA
3 39 (1.45%) Solvency II
4 24 (0.89%) SLA
5 22 (0.82%) Basel III
6 17 (0.63%) Basel II
7 8 (0.30%) COREP
7 8 (0.30%) FINREP
8 6 (0.22%) COBIT
8 6 (0.22%) EMIR
9 5 (0.19%) Dodd-Frank
10 4 (0.15%) FATCA
10 4 (0.15%) Sarbanes-Oxley
11 3 (0.11%) JSP 440
12 2 (0.074%) ISO/IEC 27001
12 2 (0.074%) CRD IV
12 2 (0.074%) PMBOK
13 1 (0.037%) ISO 9000
13 1 (0.037%) ISO 9001
13 1 (0.037%) MiFID
System Software
1 26 (0.97%) HDFS
2 14 (0.52%) Apache Flume
3 12 (0.45%) VMware Infrastructure
4 11 (0.41%) Oracle RAC
5 8 (0.30%) iptables
5 8 (0.30%) Active Directory
5 8 (0.30%) Samba
5 8 (0.30%) Postfix
5 8 (0.30%) XenServer
6 6 (0.22%) Oracle Clusterware
7 2 (0.074%) Docker
7 2 (0.074%) Xen
7 2 (0.074%) Hyper-V
8 1 (0.037%) GridGain
Systems Management
1 16 (0.59%) HP Quality Center
2 13 (0.48%) Oozie
3 11 (0.41%) Puppet
3 11 (0.41%) Control-M
4 8 (0.30%) Data Guard
4 8 (0.30%) ZABBIX
4 8 (0.30%) Opscode Chef
5 6 (0.22%) Oracle RMAN
5 6 (0.22%) Oracle Enterprise Manager
5 6 (0.22%) Salt
5 6 (0.22%) Oracle Flashback
6 5 (0.19%) Graphite
7 4 (0.15%) Oracle EDQ
8 3 (0.11%) Vagrant
8 3 (0.11%) Tivoli
8 3 (0.11%) SCOM
9 2 (0.074%) Systems Management Server (SMS)
9 2 (0.074%) MAINVIEW
9 2 (0.074%) SCCM
9 2 (0.074%) Nagios
Vendors
1 638 (23.71%) Oracle
2 353 (13.12%) Microsoft
3 185 (6.87%) Informatica
4 163 (6.06%) SAP
5 157 (5.83%) Business Objects
6 146 (5.43%) IBM
7 116 (4.31%) Cognos
8 95 (3.53%) Teradata
9 81 (3.01%) Tableau
10 58 (2.16%) Netezza
11 53 (1.97%) Pega
12 46 (1.71%) Sybase
13 41 (1.52%) Salesforce.com
14 36 (1.34%) webMethods
15 35 (1.30%) hybris
16 26 (0.97%) MicroStrategy
17 21 (0.78%) Siebel
18 20 (0.74%) BEA
19 16 (0.59%) Trillium
19 16 (0.59%) Ab Initio
Newbury, Berkshire
Lorien Resourcing
Posted: 1 hour ago
London
Hays Finance Technology
Rate: £550.00 - £650.00 per day
Posted: 1 hour ago
Halifax, West Yorkshire
Reed Professional Services
Rate: £400 - £470 per day
Posted: 2 hours ago
London
JM
Rate: £400 - £425 per day
Posted: 3 hours ago
Hertfordshire
CK Group
Rate: Competitive
Posted: 5 hours ago
London
Arrows Group
Rate: £450 - £500 per day
Posted: 7 hours ago
West London
Lorien Resourcing
Posted: 9 hours ago
London
Arrows Group
Rate: £0.00 per annum
Posted: 10 hours ago
London
Opus Recruitment Solutions Ltd
Rate: £350 - £450 per day
Posted: 4 days ago
West Midlands
Ping IT Recruitment ltd
Rate: From £350 to £400 per day
Posted: 4 days ago
Leeds, West Yorkshire
CoreCom Consulting
Rate: £270 - £310 per annum
Posted: 4 days ago
London
Montash
Rate: £500 - £550 per day + Negotiable
Posted: 4 days ago
Sutton Coldfield, West Midlands (County)
Reed Professional Services
Rate: £400 - £505 per day
Posted: 4 days ago
Doncaster, South Yorkshire
Involved Solutions Ltd
Rate: £350 - £375 per day
Posted: 4 days ago
City, London
Profile 29 Limited
Rate: Up to £400 per day
Posted: 4 days ago
Lancashire
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 - £400.00 per day
Posted: 5 days ago
London
Initi8 Recruitment
Posted: 5 days ago
Nottingham, Nottinghamshire
Reed Professional Services
Rate: £500 - £550 per day
Posted: 5 days ago
Swindon, Wiltshire
KDR
Rate: £400 - £530 per day
Posted: 5 days ago
London
Hays Finance Technology
Rate: £500.00 - £550.00 per day
Posted: 6 days ago