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 26 June 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
26 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 94 81 90
Rank change year-on-year
-13 +9
Contract jobs citing Data Modelling 1181 1316 1103
As % of all contract IT jobs located in England 2.43% 2.59% 2.26%
As % of the Processes & Methodologies category 2.94% 3.25% 2.87%
Number of daily rates quoted 818 902 716
Median daily rate £463 £450 £450
Median daily rate % change year-on-year
+2.77% -
90% offered a daily rate of more than £338 £325 £325
10% offered a daily rate of more than £650 £600 £600
UK excluding London median daily rate £438 £420 £405
% change year-on-year
+4.16% +3.70%
Number of hourly rates quoted 1 7 7
Median hourly rate £100.00 £34.00 £20.59
Median hourly rate % change year-on-year
+194.11% +65.12%
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
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
40127 40445 38431
As % of all contract IT jobs located in England 82.41% 79.69% 78.61%
Number of daily rates quoted 26982 26553 24574
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £580 £575
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 916 1082 1132
Median hourly rate £27.50 £27.50 £27.50
90% offered a hourly rate of more than £12.58 £12.35 £13.00
10% offered a hourly rate of more than £49.46 £50.00 £46.23
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 26 June 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 26 June 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 -4 658 £500 +5.26% 89
South East -20 152 £425 +0.59% 27
West Midlands +10 96 £400 -9.85% 13
Yorkshire -39 76 £475 +27.51% 15
North West -12 65 £433 -0.57% 20
East of England +9 47 £463 +8.82% 4
South West -22 41 £427 -8.11% 14
East Midlands -8 21 £423 +7.30% 1
North East -65 17 £443 -1.66% 1
Midlands - 4 £575 - 2
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 26 June 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.

1 944 (38.41%) SQL
2 659 (26.81%) Finance
3 634 (25.79%) Business Intelligence
4 603 (24.53%) Data Warehouse
5 591 (24.04%) Agile Software Development
6 553 (22.50%) Oracle
7 501 (20.38%) ETL
8 420 (17.09%) SQL Server
9 387 (15.74%) Microsoft
10 380 (15.46%) Data Management
11 347 (14.12%) Data Quality
12 344 (14.00%) Data Analysis
13 343 (13.95%) Data Architecture
14 325 (13.22%) Java
15 305 (12.41%) Migration
15 305 (12.41%) Analytical Skills
16 304 (12.37%) Analytics
17 286 (11.64%) Logical Data Model
18 248 (10.09%) XML
18 248 (10.09%) Banking
19 228 (9.28%) SQL Server Integration Services
20 216 (8.79%) Data Migration
21 211 (8.58%) Informatica
22 207 (8.42%) MS Excel
23 204 (8.30%) SOA
24 202 (8.22%) Business Analysis
25 199 (8.10%) Data Governance
26 196 (7.97%) Big Data
27 190 (7.73%) SAP
28 189 (7.69%) UML

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
1 143 (5.82%) SAS
2 57 (2.32%) SharePoint
3 51 (2.07%) Confluence
4 43 (1.75%) Apache Spark
5 32 (1.30%) WebLogic
6 31 (1.26%) Apache Pig
7 24 (0.98%) Elasticsearch
8 22 (0.90%) CMS
9 21 (0.85%) WebSphere
10 17 (0.69%) BizTalk Server
11 16 (0.65%) Apache
12 13 (0.53%) Tomcat
13 11 (0.45%) Apache Solr
14 9 (0.37%) JBoss
14 9 (0.37%) Oracle Workflow
15 7 (0.28%) NetWeaver
15 7 (0.28%) Oracle Coherence
15 7 (0.28%) Oracle Service Bus
15 7 (0.28%) WebSphere Application Server
16 6 (0.24%) Drupal
Applications
1 207 (8.42%) MS Excel
2 54 (2.20%) MS Office
3 39 (1.59%) MS Visio
4 34 (1.38%) MS PowerPoint
5 30 (1.22%) MS Project
6 24 (0.98%) SPSS
7 13 (0.53%) Stata
8 6 (0.24%) Siemens NX
8 6 (0.24%) Spreadsheet
9 3 (0.12%) CATIA
9 3 (0.12%) Mathematica
10 2 (0.081%) AutoCAD
10 2 (0.081%) Pro/ENGINEER
10 2 (0.081%) PTC Creo
10 2 (0.081%) SOLIDWORKS
Business Applications
1 66 (2.69%) Dynamics CRM
2 38 (1.55%) Oracle EBS
3 15 (0.61%) Eloqua
4 14 (0.57%) SAP MDM
5 13 (0.53%) Remedy ITSM
5 13 (0.53%) SAP CRM
6 12 (0.49%) SAP Oil and Gas
7 11 (0.45%) Oracle Retail
8 10 (0.41%) Oracle Applications
8 10 (0.41%) Oracle Receivables
9 9 (0.37%) Oracle EBS R12
9 9 (0.37%) Teamcenter
10 8 (0.33%) SAP Business ByDesign
10 8 (0.33%) SAP IS-U
11 7 (0.28%) Dynamics AX
11 7 (0.28%) Oracle CRM
11 7 (0.28%) Oracle Payables
12 6 (0.24%) Salesforce.com CRM
13 5 (0.20%) Markit EDM
13 5 (0.20%) SAP hybris
Cloud Services
1 62 (2.52%) Amazon AWS
2 35 (1.42%) Microsoft Azure
3 29 (1.18%) SaaS
4 17 (0.69%) GitHub
5 14 (0.57%) Force.com
6 13 (0.53%) Amazon Kinesis
6 13 (0.53%) Amazon S3
7 11 (0.45%) AWS Elastic Beanstalk
7 11 (0.45%) Heroku
7 11 (0.45%) PaaS
8 10 (0.41%) Office 365
8 10 (0.41%) Veeva
9 9 (0.37%) SuccessFactors
10 8 (0.33%) IaaS
10 8 (0.33%) Oracle CX
11 5 (0.20%) Amazon EC2
11 5 (0.20%) Google Analytics
12 4 (0.16%) Taleo
13 3 (0.12%) Cloud Computing
13 3 (0.12%) Google Cloud Platform
Communications & Networking
1 24 (0.98%) HTTP
2 12 (0.49%) Internet
3 8 (0.33%) CTI
4 7 (0.28%) LDAP
4 7 (0.28%) VPN
5 6 (0.24%) DNS
6 3 (0.12%) Kerberos
6 3 (0.12%) Network Security
6 3 (0.12%) SNMP
7 2 (0.081%) ATM
7 2 (0.081%) PuTTY
7 2 (0.081%) SSH
7 2 (0.081%) WAN
8 1 (0.041%) Ethernet
8 1 (0.041%) HTTPS
8 1 (0.041%) IMAP
8 1 (0.041%) Intranet
8 1 (0.041%) IPv6
8 1 (0.041%) LAN
8 1 (0.041%) Radio Access Network
Database & Business Intelligence
1 603 (24.53%) Data Warehouse
2 420 (17.09%) SQL Server
3 228 (9.28%) SQL Server Integration Services
4 196 (7.97%) Big Data
5 186 (7.57%) SQL Server Reporting Services
6 182 (7.40%) Hadoop
7 176 (7.16%) Relational Database
8 173 (7.04%) BusinessObjects
9 167 (6.79%) Oracle Database
10 130 (5.29%) SQL Server Analysis Services
11 104 (4.23%) NoSQL
12 92 (3.74%) Data Mining
13 91 (3.70%) MySQL
14 89 (3.62%) MongoDB
15 84 (3.42%) PostgreSQL
15 84 (3.42%) QlikView
16 81 (3.30%) Apache Hive
17 80 (3.25%) Star Schema
18 79 (3.21%) Enterprise Data Warehouse
19 76 (3.09%) SQL Server 2012
Development Applications
1 167 (6.79%) ERwin
2 71 (2.89%) JIRA
3 62 (2.52%) Talend Open Studio
4 41 (1.67%) Team Foundation Server
5 31 (1.26%) Git (software)
5 31 (1.26%) Visual Studio
6 29 (1.18%) JUnit
7 26 (1.06%) Jenkins
7 26 (1.06%) Subversion
8 21 (0.85%) SoapUI
9 19 (0.77%) PowerDesigner
10 16 (0.65%) Maven
11 15 (0.61%) Oracle APEX
12 14 (0.57%) Oracle Forms
13 13 (0.53%) Atlassian Bamboo
13 13 (0.53%) Eclipse
14 11 (0.45%) NUnit
14 11 (0.45%) SQL Server Management Studio (SSMS)
15 10 (0.41%) Bitbucket
15 10 (0.41%) MSTest
General
1 659 (26.81%) Finance
2 248 (10.09%) Banking
3 112 (4.56%) Retail
4 105 (4.27%) Investment Banking
5 100 (4.07%) Marketing
6 44 (1.79%) Telecoms
7 42 (1.71%) Front Office
8 41 (1.67%) Legal
9 30 (1.22%) Advertising
10 28 (1.14%) Pharmaceutical
11 27 (1.10%) Manufacturing
11 27 (1.10%) Publishing
12 23 (0.94%) Back Office
13 14 (0.57%) Financial Institution
14 13 (0.53%) Billing
15 10 (0.41%) Electronics
16 9 (0.37%) Automotive
17 8 (0.33%) Retail Banking
18 7 (0.28%) General Ledger
18 7 (0.28%) International Banking
Job Titles
1 675 (27.46%) Developer
2 637 (25.92%) Analyst
3 619 (25.18%) Architect
4 363 (14.77%) Data Architect
5 318 (12.94%) Business Analyst
6 227 (9.24%) Data Analyst
7 142 (5.78%) Consultant
8 133 (5.41%) SQL Developer
9 130 (5.29%) Data Modeller
10 96 (3.91%) Business Intelligence Developer
11 89 (3.62%) Senior Developer
12 79 (3.21%) Enterprise Architect
13 78 (3.17%) ETL Developer
14 77 (3.13%) Technical Architect
15 76 (3.09%) Java Developer
16 74 (3.01%) Solutions Architect
17 62 (2.52%) Data Business Analyst
17 62 (2.52%) Oracle Developer
17 62 (2.52%) SSIS Developer
18 57 (2.32%) SQL Analyst
Libraries, Frameworks & Software Standards
1 248 (10.09%) XML
2 169 (6.88%) Web Services
3 144 (5.86%) .NET
4 112 (4.56%) HTML
5 97 (3.95%) REST
6 92 (3.74%) SOAP
7 84 (3.42%) XSD
8 80 (3.25%) CSS
9 76 (3.09%) RESTful
10 74 (3.01%) JSON
11 54 (2.20%) .NET Framework
12 50 (2.03%) Middleware
12 50 (2.03%) WSDL
13 47 (1.91%) J2EE
14 41 (1.67%) MDX
15 35 (1.42%) Spring
16 33 (1.34%) HTML5
17 30 (1.22%) jQuery
18 27 (1.10%) Node.js
19 26 (1.06%) AngularJS
Miscellaneous
1 305 (12.41%) Analytical Skills
2 186 (7.57%) Data Integration
3 150 (6.10%) Management Information System
4 122 (4.96%) Data Structures
5 109 (4.43%) Visualisation
6 86 (3.50%) Reference Data
7 53 (2.16%) Algorithms
8 49 (1.99%) Enterprise Software
9 47 (1.91%) Computer Science
10 35 (1.42%) Credit Risk
11 34 (1.38%) Fixed Income
12 29 (1.18%) Equities
13 26 (1.06%) Market Risk
13 26 (1.06%) Taxonomies
14 25 (1.02%) NHS
14 25 (1.02%) Replication
15 22 (0.90%) Data Conversion
15 22 (0.90%) Derivative
16 21 (0.85%) Mobile App
16 21 (0.85%) User Experience
Operating Systems
1 145 (5.90%) Unix
2 75 (3.05%) Windows
3 63 (2.56%) Linux
4 20 (0.81%) Windows Server
5 13 (0.53%) Apple iOS
6 12 (0.49%) Android
7 9 (0.37%) zOS
8 5 (0.20%) AIX
8 5 (0.20%) CentOS
9 4 (0.16%) Red Hat Enterprise Linux
10 3 (0.12%) Debian
10 3 (0.12%) Oracle Linux
10 3 (0.12%) Ubuntu
11 1 (0.041%) Solaris
11 1 (0.041%) VME
11 1 (0.041%) Windows Server 2003
Processes & Methodologies
1 634 (25.79%) Business Intelligence
2 591 (24.04%) Agile Software Development
3 501 (20.38%) ETL
4 380 (15.46%) Data Management
5 344 (14.00%) Data Analysis
6 343 (13.95%) Data Architecture
7 305 (12.41%) Migration
8 304 (12.37%) Analytics
9 286 (11.64%) Logical Data Model
10 216 (8.79%) Data Migration
11 204 (8.30%) SOA
12 202 (8.22%) Business Analysis
13 199 (8.10%) Data Governance
14 189 (7.69%) UML
15 180 (7.32%) Stakeholder Management
16 179 (7.28%) CRM
17 167 (6.79%) Physical Data Model
18 165 (6.71%) Project Management
19 162 (6.59%) Scrum
20 160 (6.51%) SDLC
Programming Languages
1 944 (38.41%) SQL
2 325 (13.22%) Java
3 175 (7.12%) PL/SQL
4 161 (6.55%) T-SQL
5 136 (5.53%) JavaScript
6 129 (5.25%) C#
7 107 (4.35%) Shell Script
8 70 (2.85%) Python
9 63 (2.56%) C++
10 44 (1.79%) Scala
11 43 (1.75%) VBA
12 40 (1.63%) PHP
13 33 (1.34%) Perl
13 33 (1.34%) R
14 31 (1.26%) Ruby
15 22 (0.90%) C
16 18 (0.73%) Apex Code
17 17 (0.69%) MATLAB
18 13 (0.53%) PowerShell
18 13 (0.53%) SOQL
Qualifications
1 172 (7.00%) Security Cleared
2 162 (6.59%) Degree
3 119 (4.84%) SC Cleared
4 42 (1.71%) ISEB
5 22 (0.90%) BPSS Clearance
6 19 (0.77%) DV Cleared
6 19 (0.77%) Microsoft Certification
7 10 (0.41%) MCSE
7 10 (0.41%) MCTS
8 9 (0.37%) PRINCE2 Practitioner
8 9 (0.37%) SAP Certification
9 7 (0.28%) MCITP
10 6 (0.24%) ITIL Certification
11 5 (0.20%) CTC Cleared
11 5 (0.20%) MCSA
11 5 (0.20%) SAS Certification
12 4 (0.16%) BC Cleared
12 4 (0.16%) CBAP
12 4 (0.16%) CCA
12 4 (0.16%) PhD
Quality Assurance & Compliance
1 347 (14.12%) Data Quality
2 91 (3.70%) QA
3 33 (1.34%) Solvency II
4 20 (0.81%) Disclosure Scotland
5 16 (0.65%) SLA
6 9 (0.37%) ISO20022
7 8 (0.33%) MiFID
8 6 (0.24%) FATCA
8 6 (0.24%) GxP
9 5 (0.20%) Basel II
9 5 (0.20%) Basel III
9 5 (0.20%) Dublin Core
10 4 (0.16%) COBIT
10 4 (0.16%) Sarbanes-Oxley
11 3 (0.12%) ISO/IEC 27001
12 2 (0.081%) COREP
12 2 (0.081%) Dodd-Frank
12 2 (0.081%) EMIR
12 2 (0.081%) SAS 70
13 1 (0.041%) HL7
System Software
1 17 (0.69%) Active Directory
2 16 (0.65%) Docker
2 16 (0.65%) Oracle RAC
3 12 (0.49%) VMware Infrastructure
4 9 (0.37%) Xen
5 8 (0.33%) Hyper-V
6 6 (0.24%) HDFS
7 4 (0.16%) Virtual Machines
8 3 (0.12%) ISA Server
9 2 (0.081%) Varnish
10 1 (0.041%) Apache Flume
10 1 (0.041%) iptables
10 1 (0.041%) Oracle Clusterware
10 1 (0.041%) Postfix
10 1 (0.041%) Samba
10 1 (0.041%) Tivoli Workload Scheduler
10 1 (0.041%) VMware Workstation
10 1 (0.041%) XenServer
Systems Management
1 20 (0.81%) Puppet
2 11 (0.45%) Opscode Chef
3 9 (0.37%) Microsoft Intune
4 8 (0.33%) Control-M
4 8 (0.33%) HP SiteScope
4 8 (0.33%) Nagios
4 8 (0.33%) SCCM
5 7 (0.28%) Data Guard
5 7 (0.28%) DBAmp
6 6 (0.24%) SCOM
7 5 (0.20%) Ansible
7 5 (0.20%) Oracle EDQ
8 4 (0.16%) CFEngine
8 4 (0.16%) HP Quality Center
8 4 (0.16%) Oracle Enterprise Manager
9 3 (0.12%) Oracle RMAN
10 2 (0.081%) Ambari
11 1 (0.041%) Hadoop YARN
11 1 (0.041%) Oozie
11 1 (0.041%) ZABBIX
Vendors
1 553 (22.50%) Oracle
2 387 (15.74%) Microsoft
3 211 (8.58%) Informatica
4 190 (7.73%) SAP
5 94 (3.82%) Tableau
6 79 (3.21%) Teradata
7 72 (2.93%) IBM
7 72 (2.93%) Salesforce.com
8 66 (2.69%) Pega
9 62 (2.52%) Talend
10 40 (1.63%) Cognos
11 37 (1.51%) CA
11 37 (1.51%) Siebel
12 34 (1.38%) Netezza
13 26 (1.06%) Sybase
14 22 (0.90%) Hyperion
14 22 (0.90%) Remedy
15 18 (0.73%) Ab Initio
16 17 (0.69%) BMC
17 16 (0.65%) Splunk
London
Oliver James Associates
Rate: From £480 to £500 per day DOE
Posted: Yesterday
Birmingham, West Midlands (County)
Stafford-Sharp Associates
Rate: From £275 to £325 per day
Posted: Yesterday
London
Venturi
Rate: £500 per day
Posted: Yesterday
London
Mortimer Spinks
Posted: 2 days ago
Middlesbrough, Cleveland
Harvey Nash plc
Rate: £300 - £350 per day
Posted: Yesterday
City, London
Robert Walters
Posted: 2 days ago
Telford, Shropshire
Experis Ltd
Rate: £40000 - £60000 per annum
Posted: 3 days ago
Warrington, Cheshire
Harvey Nash plc
Posted: 4 days ago
North West
Rullion IT Plus
Rate: £700 - £800 per day
Posted: 5 days ago
London
Venturi
Rate: £500 per day
Posted: 3 days ago
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 3 days ago
Coventry, West Midlands (County)
Blue Fire Professional Services
Rate: Up to £400 per day
Posted: 4 days ago
Kent
Salt
Rate: £400.00 per day
Posted: 5 days ago
City, London
Senitor Associates
Rate: £240 - £340 per day
Posted: 5 days ago
Birmingham, West Midlands (County)
Uniting Ambition
Rate: £350 - 400 per day
Posted: 2 days ago
Reading, Berkshire
Blue Personnel
Rate: From £400 to £400 per day
Posted: 4 days ago
London
McGregor Boyall
Rate: £400 - £500 per day
Posted: 5 days ago
Slough, Berkshire
Coal IT Services
Rate: £450 per annum
Posted: 5 days ago
South East London
Make positive
Posted: 2 days ago
London
Blue Fire Professional Services
Rate: £400 per day Initial contract until October
Posted: 4 days ago
Coventry, West Midlands (County)
Blue Fire Professional Services
Rate: £400 per day Initial contract until October
Posted: 4 days ago
City, London
Hays Finance Technology
Rate: £550.00 - £600.00 per day
Posted: 5 days ago
City, London
Red10
Rate: £475 - £525 per day
Posted: 3 days ago
London
Hays Finance Technology
Rate: £550.00 - £600.00 per day
Posted: 5 days ago
London
Experis Ltd
Rate: £350 - £440.00 per day
Posted: 3 days ago
Central London / West End
First Point
Rate: £575.00 - £600.00 per day + rolling
Posted: 5 days ago
City, London
TEKsystems
Rate: £550 - £650 per day
Posted: 5 days ago
Reading, Berkshire
Aim Hire Recruitment Ltd
Posted: 5 days ago
Croydon, Surrey
Circle Recruitment
Posted: 4 days ago
London
Salt
Rate: £350 - £400 per day
Posted: 4 days ago