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 contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 2 May 2016 with a comparison to the same period over 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.

3 months to
2 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 85 69 80
Rank change year-on-year
-16 +11
Contract jobs citing Data Modelling 1282 1437 1233
As % of all contract IT jobs located in England 2.51% 2.79% 2.44%
As % of the Processes & Methodologies category 3.07% 3.53% 3.14%
Number of daily rates quoted 850 927 787
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £336 £325 £322
10% offered a daily rate of more than £650 £600 £600
UK excluding London median daily rate £450 £425 £411
% change year-on-year
+5.88% +3.34%
Number of hourly rates quoted 2 9 7
Median hourly rate £37.79 £40.00 £20.00
Median hourly rate % change year-on-year
-5.53% +100.00%
90% offered a hourly rate of more than £33.16 £18.24 £17.50
10% offered a hourly rate of more than £42.41 £59.00 £32.82
UK excluding London median hourly rate £49.82 £31.25 £17.50
% change year-on-year
+59.42% +78.57%
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
41757 40716 39322
As % of all contract IT jobs located in England 81.71% 79.07% 77.95%
Number of daily rates quoted 27936 25809 24953
Median daily rate £445 £418 £400
Median daily rate % change year-on-year
+6.58% +4.37%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 923 1189 1163
Median hourly rate £32.00 £29.00 £30.00
Median hourly rate % change year-on-year
+10.34% -3.33%
90% offered a hourly rate of more than £12.75 £12.40 £12.50
10% offered a hourly rate of more than £47.91 £47.83 £50.00
UK excluding London median hourly rate £36.00 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

Data Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Modelling as a proportion of all IT contracts with a match in 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 2 May 2016.

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
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the England region over the 3 months to 2 May 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -21 645 £488 +2.63% 78
South East -32 177 £450 +12.50% 39
West Midlands +20 110 £460 -5.64% 15
Yorkshire -6 103 £480 +28.00% 14
North West -3 81 £450 -10.00% 14
East of England +11 59 £488 +8.33% 11
South West -16 47 £450 -8.16% 7
East Midlands +6 30 £425 +13.33% 3
North East -43 27 £350 -24.32% 2
Midlands -6 7 £550 +19.56%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 2 May 2016, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Data Modelling.

1 1021 (39.00%) SQL
2 713 (27.23%) Finance
3 687 (26.24%) Business Intelligence
4 654 (24.98%) Agile Software Development
5 628 (23.99%) Data Warehouse
6 570 (21.77%) Oracle
7 558 (21.31%) ETL
8 451 (17.23%) SQL Server
9 391 (14.94%) Data Analysis
10 382 (14.59%) Microsoft
11 364 (13.90%) Data Management
12 360 (13.75%) Data Quality
13 351 (13.41%) Analytical Skills
14 328 (12.53%) Analytics
15 326 (12.45%) Java
16 321 (12.26%) Migration
17 306 (11.69%) Data Architecture
18 303 (11.57%) Logical Data Model
19 281 (10.73%) Banking
20 241 (9.21%) SQL Server Integration Services
21 218 (8.33%) MS Excel
22 217 (8.29%) Data Migration
23 214 (8.17%) Big Data
24 210 (8.02%) XML
25 202 (7.72%) Informatica
26 201 (7.68%) SAP
26 201 (7.68%) SQL Server Reporting Services
26 201 (7.68%) Data Governance
27 199 (7.60%) Data Integration
28 196 (7.49%) Business Analysis

Data Modelling
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 159 (6.07%) SAS
2 60 (2.29%) SharePoint
3 50 (1.91%) Apache Spark
4 47 (1.80%) Confluence
5 45 (1.72%) WebLogic
6 41 (1.57%) Apache Pig
7 40 (1.53%) Node.js
8 30 (1.15%) WebSphere
9 26 (0.99%) BizTalk Server
9 26 (0.99%) Elasticsearch
10 23 (0.88%) CMS
11 19 (0.73%) Tomcat
12 18 (0.69%) Apache
13 15 (0.57%) JBoss
14 14 (0.53%) Apache Solr
15 8 (0.31%) Oracle Coherence
15 8 (0.31%) Oracle Workflow
15 8 (0.31%) WebSphere Application Server
16 6 (0.23%) Documentum
16 6 (0.23%) MQSI
Applications
1 218 (8.33%) MS Excel
2 68 (2.60%) MS Visio
3 60 (2.29%) MS Office
4 41 (1.57%) MS PowerPoint
5 34 (1.30%) MS Project
6 30 (1.15%) SPSS
7 12 (0.46%) Stata
8 5 (0.19%) Siemens NX
8 5 (0.19%) Spreadsheet
9 3 (0.11%) CATIA
10 2 (0.076%) AutoCAD
10 2 (0.076%) Pro/ENGINEER
10 2 (0.076%) PTC Creo
10 2 (0.076%) SOLIDWORKS
11 1 (0.038%) Mathematica
11 1 (0.038%) Open Workbench
Business Applications
1 67 (2.56%) Dynamics CRM
2 21 (0.80%) Oracle EBS
3 18 (0.69%) Remedy ITSM
4 17 (0.65%) SAP Oil and Gas
5 14 (0.53%) SAP MDM
6 11 (0.42%) Oracle Retail
7 10 (0.38%) SAP ERP
7 10 (0.38%) SAP FI
7 10 (0.38%) SAP IS-U
8 9 (0.34%) Cognos Business Intelligence
8 9 (0.34%) SAP CO
8 9 (0.34%) SAP FI/CO
9 8 (0.31%) Dynamics AX
10 7 (0.27%) Oracle CRM
11 6 (0.23%) Oracle BPM
11 6 (0.23%) SAP CRM
11 6 (0.23%) Teamcenter
12 5 (0.19%) Oracle Applications
12 5 (0.19%) SAP MM
13 4 (0.15%) WebTrends
Cloud Services
1 63 (2.41%) Amazon AWS
2 37 (1.41%) Microsoft Azure
3 24 (0.92%) SaaS
4 17 (0.65%) Amazon Kinesis
4 17 (0.65%) Amazon S3
5 15 (0.57%) Office 365
6 13 (0.50%) Force.com
7 11 (0.42%) AWS Elastic Beanstalk
8 10 (0.38%) Heroku
8 10 (0.38%) Veeva
9 9 (0.34%) Cloud Computing
10 7 (0.27%) Amazon EC2
10 7 (0.27%) Google Analytics
10 7 (0.27%) Oracle CX
11 6 (0.23%) GitHub
11 6 (0.23%) PaaS
11 6 (0.23%) SuccessFactors
11 6 (0.23%) Taleo
12 4 (0.15%) IaaS
13 3 (0.11%) Amazon EMR
Communications & Networking
1 16 (0.61%) HTTP
1 16 (0.61%) Internet
2 8 (0.31%) CTI
2 8 (0.31%) LDAP
3 7 (0.27%) VPN
4 5 (0.19%) DNS
5 4 (0.15%) 3G
5 4 (0.15%) Kerberos
5 4 (0.15%) Network Security
5 4 (0.15%) SSH
5 4 (0.15%) TCP/IP
5 4 (0.15%) WAN
5 4 (0.15%) WLAN
6 3 (0.11%) Extranet
6 3 (0.11%) Firewall
7 2 (0.076%) ATM
7 2 (0.076%) BGP
7 2 (0.076%) EIGRP
7 2 (0.076%) IPsec
7 2 (0.076%) OSPF
Database & Business Intelligence
1 628 (23.99%) Data Warehouse
2 451 (17.23%) SQL Server
3 241 (9.21%) SQL Server Integration Services
4 214 (8.17%) Big Data
5 201 (7.68%) SQL Server Reporting Services
6 193 (7.37%) Relational Database
7 190 (7.26%) BusinessObjects
8 185 (7.07%) Hadoop
9 162 (6.19%) Oracle Database
10 138 (5.27%) SQL Server Analysis Services
11 117 (4.47%) NoSQL
12 111 (4.24%) Data Mining
13 99 (3.78%) Apache Hive
14 96 (3.67%) MySQL
15 95 (3.63%) QlikView
16 90 (3.44%) SQL Server 2012
17 83 (3.17%) MongoDB
18 81 (3.09%) RDBMS
19 73 (2.79%) PostgreSQL
20 69 (2.64%) Enterprise Data Warehouse
Development Applications
1 172 (6.57%) ERwin
2 74 (2.83%) JIRA
3 60 (2.29%) Talend Open Studio
4 39 (1.49%) Team Foundation Server
5 34 (1.30%) Git (software)
6 30 (1.15%) Subversion
7 29 (1.11%) JUnit
8 25 (0.95%) Jenkins
9 20 (0.76%) PowerDesigner
10 18 (0.69%) SoapUI
10 18 (0.69%) Toad
11 17 (0.65%) NUnit
12 15 (0.57%) Eclipse
12 15 (0.57%) MSTest
13 14 (0.53%) Visual Studio
14 13 (0.50%) ClearCase
15 12 (0.46%) Atlassian Bamboo
16 11 (0.42%) JBehave
16 11 (0.42%) Maven
16 11 (0.42%) TeamCity
General
1 713 (27.23%) Finance
2 281 (10.73%) Banking
3 116 (4.43%) Retail
4 104 (3.97%) Investment Banking
5 84 (3.21%) Marketing
6 52 (1.99%) Telecoms
7 48 (1.83%) Front Office
8 46 (1.76%) Legal
9 37 (1.41%) Pharmaceutical
10 36 (1.38%) Manufacturing
11 31 (1.18%) Advertising
12 29 (1.11%) Back Office
12 29 (1.11%) Publishing
13 18 (0.69%) Billing
14 13 (0.50%) Financial Institution
15 11 (0.42%) Electronics
16 10 (0.38%) Automotive
17 9 (0.34%) Games
17 9 (0.34%) Retail Banking
18 8 (0.31%) International Banking
Job Titles
1 718 (27.43%) Developer
2 708 (27.04%) Analyst
3 637 (24.33%) Architect
4 386 (14.74%) Data Architect
5 354 (13.52%) Business Analyst
6 248 (9.47%) Data Analyst
7 156 (5.96%) Consultant
8 152 (5.81%) Data Modeller
9 139 (5.31%) SQL Developer
10 117 (4.47%) Business Intelligence Developer
11 108 (4.13%) Solutions Architect
12 107 (4.09%) Senior Developer
13 92 (3.51%) ETL Developer
14 87 (3.32%) Java Developer
15 79 (3.02%) Enterprise Architect
16 70 (2.67%) Data Business Analyst
17 67 (2.56%) Business Intelligence Analyst
18 63 (2.41%) SQL Analyst
18 63 (2.41%) SSIS Developer
19 61 (2.33%) Technical Architect
Libraries, Frameworks & Software Standards
1 210 (8.02%) XML
2 139 (5.31%) Web Services
3 125 (4.77%) .NET
4 95 (3.63%) HTML
5 91 (3.48%) RESTful
6 85 (3.25%) SOAP
7 78 (2.98%) CSS
8 76 (2.90%) XSD
9 74 (2.83%) REST
10 65 (2.48%) JSON
11 56 (2.14%) J2EE
11 56 (2.14%) Middleware
12 54 (2.06%) AngularJS
13 45 (1.72%) Spring
14 41 (1.57%) .NET Framework
15 34 (1.30%) HTML5
15 34 (1.30%) WCF
16 32 (1.22%) jQuery
17 31 (1.18%) WSDL
18 30 (1.15%) FIX Protocol
Miscellaneous
1 351 (13.41%) Analytical Skills
2 199 (7.60%) Data Integration
3 169 (6.46%) Management Information System
4 114 (4.35%) Visualisation
5 100 (3.82%) Data Structures
6 83 (3.17%) Reference Data
7 49 (1.87%) Enterprise Software
8 40 (1.53%) Algorithms
9 39 (1.49%) CMDB
9 39 (1.49%) Computer Science
10 35 (1.34%) Derivative
11 34 (1.30%) Credit Risk
12 32 (1.22%) Fixed Income
13 31 (1.18%) User Experience
14 29 (1.11%) Statistics
15 27 (1.03%) Replication
16 26 (0.99%) Data Extraction
17 24 (0.92%) Equities
17 24 (0.92%) Taxonomies
18 23 (0.88%) Market Risk
Operating Systems
1 152 (5.81%) Unix
2 88 (3.36%) Windows
3 47 (1.80%) Linux
4 27 (1.03%) Windows Server
5 19 (0.73%) Apple iOS
6 17 (0.65%) Android
7 8 (0.31%) CentOS
8 7 (0.27%) AIX
8 7 (0.27%) Red Hat Enterprise Linux
9 6 (0.23%) zOS
10 5 (0.19%) Debian
10 5 (0.19%) Solaris
10 5 (0.19%) Ubuntu
11 3 (0.11%) Windows Server 2008
12 2 (0.076%) Mac OS X
Processes & Methodologies
1 687 (26.24%) Business Intelligence
2 654 (24.98%) Agile Software Development
3 558 (21.31%) ETL
4 391 (14.94%) Data Analysis
5 364 (13.90%) Data Management
6 328 (12.53%) Analytics
7 321 (12.26%) Migration
8 306 (11.69%) Data Architecture
9 303 (11.57%) Logical Data Model
10 217 (8.29%) Data Migration
11 201 (7.68%) Data Governance
12 196 (7.49%) Business Analysis
13 194 (7.41%) Scrum
14 179 (6.84%) SOA
15 178 (6.80%) Physical Data Model
16 177 (6.76%) UML
17 173 (6.61%) Project Management
18 167 (6.38%) CRM
19 164 (6.26%) Stakeholder Management
20 161 (6.15%) Waterfall
Programming Languages
1 1021 (39.00%) SQL
2 326 (12.45%) Java
3 191 (7.30%) T-SQL
4 168 (6.42%) PL/SQL
5 130 (4.97%) JavaScript
5 130 (4.97%) Shell Script
6 128 (4.89%) C#
7 84 (3.21%) Python
8 54 (2.06%) VBA
9 53 (2.02%) C++
10 46 (1.76%) Scala
11 40 (1.53%) Perl
12 39 (1.49%) PHP
13 38 (1.45%) R
14 29 (1.11%) Ruby
15 20 (0.76%) PowerShell
16 15 (0.57%) Apex Code
16 15 (0.57%) C
16 15 (0.57%) MATLAB
17 13 (0.50%) SOQL
Qualifications
1 160 (6.11%) Degree
2 155 (5.92%) Security Cleared
3 101 (3.86%) SC Cleared
4 33 (1.26%) ISEB
5 21 (0.80%) BPSS Clearance
6 20 (0.76%) Microsoft Certification
7 19 (0.73%) DV Cleared
8 11 (0.42%) MCSE
9 9 (0.34%) CTC Cleared
9 9 (0.34%) SAP Certification
10 8 (0.31%) ITIL Certification
11 7 (0.27%) MCTS
11 7 (0.27%) PRINCE2 Practitioner
12 6 (0.23%) MCITP
12 6 (0.23%) PMI Certification
12 6 (0.23%) PMP
12 6 (0.23%) PRINCE2 Certification
13 5 (0.19%) MCSA
14 4 (0.15%) ACCA
14 4 (0.15%) CCA
Quality Assurance & Compliance
1 360 (13.75%) Data Quality
2 97 (3.71%) QA
3 26 (0.99%) Solvency II
4 22 (0.84%) Disclosure Scotland
5 21 (0.80%) SLA
6 16 (0.61%) MiFID
7 14 (0.53%) ISO20022
8 9 (0.34%) Dublin Core
9 7 (0.27%) Basel II
10 5 (0.19%) Basel III
10 5 (0.19%) COBIT
10 5 (0.19%) FATCA
11 4 (0.15%) Dodd-Frank
11 4 (0.15%) EMIR
11 4 (0.15%) ISO/IEC 27001
11 4 (0.15%) PCI DSS
12 2 (0.076%) GAAP
12 2 (0.076%) GxP
12 2 (0.076%) Sarbanes-Oxley
13 1 (0.038%) ISO 9000
System Software
1 21 (0.80%) Active Directory
2 20 (0.76%) HDFS
3 12 (0.46%) Docker
4 11 (0.42%) Oracle RAC
5 8 (0.31%) Hyper-V
6 7 (0.27%) Apache Flume
7 6 (0.23%) VMware Infrastructure
8 5 (0.19%) ISA Server
9 2 (0.076%) iptables
9 2 (0.076%) Postfix
9 2 (0.076%) Samba
9 2 (0.076%) Varnish
10 1 (0.038%) GPFS
10 1 (0.038%) Oracle Clusterware
Systems Management
1 18 (0.69%) Puppet
2 11 (0.42%) Opscode Chef
3 9 (0.34%) Data Guard
4 8 (0.31%) HP SiteScope
4 8 (0.31%) Nagios
4 8 (0.31%) SCCM
5 7 (0.27%) Control-M
6 6 (0.23%) Kubernetes
6 6 (0.23%) Oracle EDQ
7 5 (0.19%) Oracle RMAN
7 5 (0.19%) SCOM
8 4 (0.15%) Ansible
8 4 (0.15%) CFEngine
9 3 (0.11%) HP Quality Center
9 3 (0.11%) Oracle Enterprise Manager
10 2 (0.076%) Ambari
10 2 (0.076%) Hadoop YARN
10 2 (0.076%) Oracle Flashback
10 2 (0.076%) Tivoli
10 2 (0.076%) ZABBIX
Vendors
1 570 (21.77%) Oracle
2 382 (14.59%) Microsoft
3 202 (7.72%) Informatica
4 201 (7.68%) SAP
5 104 (3.97%) Tableau
6 79 (3.02%) IBM
7 70 (2.67%) Pega
8 66 (2.52%) Teradata
9 60 (2.29%) Talend
10 56 (2.14%) Cognos
11 46 (1.76%) CA
12 44 (1.68%) Salesforce.com
13 42 (1.60%) Siebel
14 34 (1.30%) BMC
15 32 (1.22%) Sybase
16 29 (1.11%) Remedy
17 25 (0.95%) Netezza
18 18 (0.69%) Ab Initio
19 17 (0.65%) TIBCO
20 16 (0.61%) MicroStrategy
Oxford, Oxfordshire
Intech 7
Rate: Great day rate
Posted: Yesterday
Milton Keynes, Buckinghamshire
Tiro Partners
Rate: £450 - £550 per day
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Tiro Partners
Rate: £600 - £750 per day
Posted: 2 days ago
Leatherhead, Surrey
Stott & May
Rate: £500 - £550 per day
Posted: 2 days ago
Manchester, Lancashire
ReThink Recruitment
Posted: 3 days ago
Reading, Berkshire
zubito Ltd
Posted: 3 days ago
London
Lorien Resourcing
Rate: MARKET RATE
Posted: 3 days ago
Oxfordshire
LA International
Rate: £300 - £350 per day
Posted: 4 days ago
West Midlands
Lawrence Harvey
Posted: 4 days ago
Coventry, West Midlands (County)
NSK International Consultants Ltd
Rate: Competitive Daily Rate
Posted: 4 days ago
Manchester, Lancashire
Uniting Ambition
Rate: £175 - 275 per day
Posted: 4 days ago
London
HAYS INFORMATION TECHNOLOGY
Rate: £540.00 - £640.00 per day
Posted: 4 days ago
London
ReThink Recruitment
Rate: £550 - £650 per day
Posted: 4 days ago
Leeds, West Yorkshire
Hydrogen Group
Posted: 4 days ago
Northamptonshire
The Bridge Ltd
Rate: Up to £420 per day
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Rate: Market rate
Posted: 4 days ago
Leeds, West Yorkshire
Harvey Nash plc
Rate: £400 - £475 per day
Posted: 5 days ago
London
Scot Lewis Associates
Rate: Up to £345 per day
Posted: 5 days ago
London
Hydrogen Group
Posted: 5 days ago
London
Hydrogen Group
Rate: £550.00 - £700.00 per day
Posted: 5 days ago
South East
Talent Spa
Rate: £550-600pd
Posted: 5 days ago
London
onezeero.
Rate: £430 per annum
Posted: 6 days ago
Coventry, West Midlands (County)
Blue Fire Professional Services
Rate: Up to £400 per day
Posted: 6 days ago
West London
Oliver Bernard
Rate: £350 - £425 per day + Flexibility
Posted: 6 days ago
Dunstable, Bedfordshire
Tria Recruitment
Rate: £400.00 - £450.00 per day
Posted: 6 days ago
Warwick, Warwickshire
Hydrogen Group
Rate: £400.00 - £450.00 per annum
Posted: 6 days ago
Leeds
Hays Specialist Recruitment
Rate: £400.00 - £460.00 per day
Posted: 10 days ago
West Midlands
Vivid Resourcing
Rate: £350 - 400 per day
Posted: 11 days ago
London
Real Staffing
Rate: competitive
Posted: 12 days ago