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 29 July 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
29 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 90 85 79
Rank change year-on-year
-5 -6
Contract jobs citing Data Modelling 1269 1316 1173
As % of all contract IT jobs located in England 2.55% 2.54% 2.37%
As % of the Processes & Methodologies category 3.07% 3.18% 3.01%
Number of daily rates quoted 848 900 734
Median daily rate £450 £450 £450
90% offered a daily rate of more than £338 £325 £325
10% offered a daily rate of more than £625 £600 £600
UK excluding London median daily rate £420 £425 £413
% change year-on-year
-1.17% +3.03%
Number of hourly rates quoted 4 5 7
Median hourly rate £45.00 £50.00 £20.59
Median hourly rate % change year-on-year
-10.00% +142.83%
90% offered a hourly rate of more than £41.50 £33.40 £18.15
10% offered a hourly rate of more than £83.50 £59.00 £62.97
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
41371 41437 38972
As % of all contract IT jobs located in England 83.06% 80.09% 78.86%
Number of daily rates quoted 27588 27456 24607
Median daily rate £450 £420 £405
Median daily rate % change year-on-year
+7.14% +3.70%
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 949 1091 1124
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £52.00 £52.17 £45.00
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 29 July 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
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 29 July 2016.

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 median contractor rates quoted in IT jobs citing Data Modelling within the England region over the 3 months to 29 July 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 -5 669 £500 +5.26% 101
South East -4 174 £418 -3.46% 24
West Midlands -3 105 £394 -7.35% 14
Yorkshire -12 86 £420 +12.00% 12
North West -1 75 £425 -1.16% 26
East of England -2 51 £450 +5.88% 7
South West -28 44 £515 +14.44% 8
East Midlands -4 40 £386 -3.43% 7
North East -46 16 £400 -11.40% 3
Midlands -5 4 £575 +15.00%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 29 July 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.

1 970 (38.02%) SQL
2 688 (26.97%) Finance
3 633 (24.81%) Data Warehouse
4 629 (24.66%) Business Intelligence
5 624 (24.46%) Agile Software Development
6 583 (22.85%) Oracle
7 556 (21.80%) ETL
8 432 (16.93%) SQL Server
9 382 (14.97%) Microsoft
10 360 (14.11%) Data Management
11 356 (13.96%) Java
12 352 (13.80%) Data Analysis
13 345 (13.52%) Data Quality
14 337 (13.21%) Data Architecture
15 332 (13.01%) Migration
16 308 (12.07%) Analytics
17 300 (11.76%) Analytical Skills
18 281 (11.02%) Logical Data Model
19 262 (10.27%) XML
20 244 (9.56%) SQL Server Integration Services
21 242 (9.49%) Banking
22 239 (9.37%) Data Migration
23 219 (8.58%) Big Data
24 214 (8.39%) SOA
25 209 (8.19%) Informatica
26 201 (7.88%) MS Excel
26 201 (7.88%) Hadoop
27 199 (7.80%) Data Integration
28 195 (7.64%) Web Services
29 194 (7.60%) SAP

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
1 140 (5.49%) SAS
2 71 (2.78%) Apache Spark
3 58 (2.27%) SharePoint
4 57 (2.23%) Confluence
5 37 (1.45%) Apache Pig
6 28 (1.10%) WebLogic
7 25 (0.98%) BizTalk Server
7 25 (0.98%) CMS
8 24 (0.94%) WebSphere
9 17 (0.67%) Apache
10 12 (0.47%) JBoss
10 12 (0.47%) Oracle Service Bus
11 11 (0.43%) Elasticsearch
12 10 (0.39%) Oracle Workflow
13 9 (0.35%) Tomcat
14 8 (0.31%) NetWeaver
15 7 (0.27%) Oracle Coherence
15 7 (0.27%) WebSphere Application Server
16 6 (0.24%) Apache Solr
16 6 (0.24%) Drupal
Applications
1 201 (7.88%) MS Excel
2 59 (2.31%) MS Office
3 45 (1.76%) MS PowerPoint
4 40 (1.57%) MS Visio
5 32 (1.25%) MS Project
6 25 (0.98%) SPSS
7 13 (0.51%) Stata
8 10 (0.39%) Spreadsheet
9 5 (0.20%) Siemens NX
10 3 (0.12%) InfoPath
10 3 (0.12%) Mathematica
11 2 (0.078%) AutoCAD
11 2 (0.078%) CATIA
11 2 (0.078%) OmniGraffle
11 2 (0.078%) Pro/ENGINEER
11 2 (0.078%) PTC Creo
11 2 (0.078%) SOLIDWORKS
Business Applications
1 63 (2.47%) Dynamics CRM
2 50 (1.96%) Oracle EBS
3 24 (0.94%) Eloqua
4 18 (0.71%) Oracle EBS R12
4 18 (0.71%) Oracle Receivables
5 16 (0.63%) Remedy ITSM
6 14 (0.55%) Oracle Applications
6 14 (0.55%) SAP MDM
7 13 (0.51%) Salesforce.com CRM
7 13 (0.51%) SAP CRM
8 11 (0.43%) Oracle Retail
8 11 (0.43%) Radian6
9 10 (0.39%) Dynamics AX
9 10 (0.39%) Oracle Payables
10 9 (0.35%) SAP Oil and Gas
10 9 (0.35%) Social Studio
11 8 (0.31%) Oracle General Ledger
11 8 (0.31%) Remedy AR System
11 8 (0.31%) SAP Business ByDesign
11 8 (0.31%) SAP ERP
Cloud Services
1 77 (3.02%) Amazon AWS
2 49 (1.92%) Microsoft Azure
3 28 (1.10%) SaaS
4 18 (0.71%) GitHub
4 18 (0.71%) SuccessFactors
5 16 (0.63%) Force.com
5 16 (0.63%) PaaS
6 13 (0.51%) Heroku
6 13 (0.51%) IaaS
6 13 (0.51%) Veeva
7 11 (0.43%) Amazon Kinesis
7 11 (0.43%) Amazon S3
7 11 (0.43%) AWS Elastic Beanstalk
8 8 (0.31%) Oracle CX
9 5 (0.20%) Google Analytics
9 5 (0.20%) Office 365
10 4 (0.16%) Google Cloud Platform
11 3 (0.12%) AdWords
11 3 (0.12%) Amazon EC2
11 3 (0.12%) Taleo
Communications & Networking
1 24 (0.94%) HTTP
2 17 (0.67%) CTI
3 16 (0.63%) Internet
4 13 (0.51%) LDAP
5 8 (0.31%) VPN
6 6 (0.24%) DNS
7 5 (0.20%) FTP
8 4 (0.16%) Network Security
9 3 (0.12%) Firewall
9 3 (0.12%) Kerberos
9 3 (0.12%) LAN
9 3 (0.12%) SNMP
9 3 (0.12%) WAN
10 2 (0.078%) ATM
10 2 (0.078%) BGP
10 2 (0.078%) EIGRP
10 2 (0.078%) IPsec
10 2 (0.078%) OSPF
10 2 (0.078%) SSH
10 2 (0.078%) VoIP
Database & Business Intelligence
1 633 (24.81%) Data Warehouse
2 432 (16.93%) SQL Server
3 244 (9.56%) SQL Server Integration Services
4 219 (8.58%) Big Data
5 201 (7.88%) Hadoop
6 189 (7.41%) SQL Server Reporting Services
7 187 (7.33%) Relational Database
8 175 (6.86%) Oracle Database
9 151 (5.92%) BusinessObjects
10 130 (5.10%) SQL Server Analysis Services
11 107 (4.19%) NoSQL
12 94 (3.68%) MySQL
13 88 (3.45%) Apache Hive
13 88 (3.45%) Data Mining
14 86 (3.37%) MongoDB
14 86 (3.37%) QlikView
15 85 (3.33%) Star Schema
16 81 (3.18%) Enterprise Data Warehouse
17 78 (3.06%) PostgreSQL
18 76 (2.98%) SQL Server 2012
Development Applications
1 135 (5.29%) ERwin
2 77 (3.02%) JIRA
3 67 (2.63%) Talend Open Studio
4 44 (1.72%) Git (software)
5 41 (1.61%) Team Foundation Server
6 40 (1.57%) Visual Studio
7 32 (1.25%) Subversion
8 30 (1.18%) JUnit
9 23 (0.90%) Jenkins
10 22 (0.86%) Eclipse
11 21 (0.82%) Maven
11 21 (0.82%) SoapUI
12 18 (0.71%) Oracle APEX
13 16 (0.63%) PowerDesigner
14 14 (0.55%) Atlassian Bamboo
14 14 (0.55%) SQL Server Management Studio (SSMS)
15 13 (0.51%) Oracle Forms
16 12 (0.47%) Bitbucket
17 10 (0.39%) MSTest
17 10 (0.39%) NUnit
General
1 688 (26.97%) Finance
2 242 (9.49%) Banking
3 141 (5.53%) Retail
4 116 (4.55%) Marketing
5 99 (3.88%) Investment Banking
6 53 (2.08%) Telecoms
7 39 (1.53%) Front Office
8 33 (1.29%) Legal
9 30 (1.18%) Pharmaceutical
10 25 (0.98%) Publishing
11 24 (0.94%) Advertising
12 23 (0.90%) Back Office
13 20 (0.78%) Manufacturing
14 18 (0.71%) Financial Institution
15 16 (0.63%) Billing
16 11 (0.43%) Law
16 11 (0.43%) Retail Banking
17 10 (0.39%) Automotive
18 8 (0.31%) Electronics
19 7 (0.27%) Corporate Banking
Job Titles
1 697 (27.32%) Developer
2 651 (25.52%) Analyst
3 643 (25.21%) Architect
4 349 (13.68%) Data Architect
5 314 (12.31%) Business Analyst
6 238 (9.33%) Data Analyst
7 159 (6.23%) Consultant
8 154 (6.04%) SQL Developer
9 122 (4.78%) Data Modeller
10 99 (3.88%) Solutions Architect
11 93 (3.65%) Senior Developer
12 91 (3.57%) Business Intelligence Developer
13 81 (3.18%) Technical Architect
14 80 (3.14%) Java Developer
15 79 (3.10%) Enterprise Architect
16 77 (3.02%) ETL Developer
17 66 (2.59%) Oracle Developer
17 66 (2.59%) SSIS Developer
18 60 (2.35%) Designer
19 59 (2.31%) SQL Analyst
Libraries, Frameworks & Software Standards
1 262 (10.27%) XML
2 195 (7.64%) Web Services
3 155 (6.08%) .NET
4 118 (4.63%) REST
5 111 (4.35%) HTML
6 104 (4.08%) SOAP
7 78 (3.06%) RESTful
8 77 (3.02%) CSS
9 76 (2.98%) XSD
10 73 (2.86%) JSON
11 57 (2.23%) .NET Framework
12 51 (2.00%) MDX
13 50 (1.96%) Middleware
14 48 (1.88%) J2EE
14 48 (1.88%) WSDL
15 41 (1.61%) Spring
16 36 (1.41%) XSLT
17 32 (1.25%) jQuery
18 31 (1.22%) ASP.NET
19 30 (1.18%) HTML5
Miscellaneous
1 300 (11.76%) Analytical Skills
2 199 (7.80%) Data Integration
3 142 (5.57%) Management Information System
4 130 (5.10%) Data Structures
5 102 (4.00%) Visualisation
6 82 (3.21%) Reference Data
7 71 (2.78%) Computer Science
8 60 (2.35%) Algorithms
9 49 (1.92%) Enterprise Software
10 40 (1.57%) Fixed Income
11 35 (1.37%) Equities
12 30 (1.18%) Credit Risk
12 30 (1.18%) Mobile App
13 29 (1.14%) Market Risk
14 28 (1.10%) Replication
14 28 (1.10%) Statistics
14 28 (1.10%) User Experience
15 25 (0.98%) Data Conversion
15 25 (0.98%) NHS
16 24 (0.94%) Mathematics
Operating Systems
1 143 (5.61%) Unix
2 75 (2.94%) Windows
3 74 (2.90%) Linux
4 17 (0.67%) Windows Server
5 13 (0.51%) Apple iOS
6 12 (0.47%) Android
7 9 (0.35%) zOS
8 6 (0.24%) AIX
9 4 (0.16%) CentOS
9 4 (0.16%) Red Hat Enterprise Linux
10 3 (0.12%) Oracle Linux
10 3 (0.12%) Ubuntu
11 2 (0.078%) Debian
11 2 (0.078%) Solaris
11 2 (0.078%) Windows Server 2003
12 1 (0.039%) Mac OS X
12 1 (0.039%) VME
12 1 (0.039%) Windows 7
12 1 (0.039%) Windows XP
Processes & Methodologies
1 629 (24.66%) Business Intelligence
2 624 (24.46%) Agile Software Development
3 556 (21.80%) ETL
4 360 (14.11%) Data Management
5 352 (13.80%) Data Analysis
6 337 (13.21%) Data Architecture
7 332 (13.01%) Migration
8 308 (12.07%) Analytics
9 281 (11.02%) Logical Data Model
10 239 (9.37%) Data Migration
11 214 (8.39%) SOA
12 191 (7.49%) Business Analysis
12 191 (7.49%) CRM
13 187 (7.33%) UML
14 183 (7.17%) Stakeholder Management
15 173 (6.78%) Data Governance
16 170 (6.66%) Use Case
17 169 (6.62%) Project Management
18 167 (6.55%) Scrum
19 166 (6.51%) SDLC
Programming Languages
1 970 (38.02%) SQL
2 356 (13.96%) Java
3 169 (6.62%) PL/SQL
4 165 (6.47%) T-SQL
5 136 (5.33%) JavaScript
6 117 (4.59%) C#
7 92 (3.61%) Shell Script
8 69 (2.70%) Python
9 64 (2.51%) Scala
10 61 (2.39%) VBA
11 56 (2.20%) C++
12 46 (1.80%) PHP
13 44 (1.72%) R
14 32 (1.25%) Perl
15 30 (1.18%) Ruby
16 29 (1.14%) C
17 23 (0.90%) Apex Code
18 19 (0.74%) MATLAB
19 14 (0.55%) VB
20 13 (0.51%) SOQL
Qualifications
1 178 (6.98%) Security Cleared
2 177 (6.94%) Degree
3 126 (4.94%) SC Cleared
4 40 (1.57%) ISEB
5 21 (0.82%) BPSS Clearance
5 21 (0.82%) DV Cleared
6 18 (0.71%) Microsoft Certification
7 12 (0.47%) PhD
8 10 (0.39%) MCSE
8 10 (0.39%) PRINCE2 Practitioner
9 9 (0.35%) MCTS
10 7 (0.27%) ITIL Certification
10 7 (0.27%) MCITP
11 6 (0.24%) BC Cleared
11 6 (0.24%) CCA
12 5 (0.20%) MCSA
12 5 (0.20%) SAS Certification
13 4 (0.16%) CBAP
13 4 (0.16%) PMI Certification
13 4 (0.16%) Sun Certification
Quality Assurance & Compliance
1 345 (13.52%) Data Quality
2 91 (3.57%) QA
3 31 (1.22%) Solvency II
4 18 (0.71%) Disclosure Scotland
5 14 (0.55%) SLA
6 9 (0.35%) ISO20022
7 7 (0.27%) GCP
7 7 (0.27%) Sarbanes-Oxley
8 6 (0.24%) GxP
9 5 (0.20%) MiFID
9 5 (0.20%) SAS 70
10 4 (0.16%) COBIT
10 4 (0.16%) FATCA
11 3 (0.12%) Basel III
11 3 (0.12%) ISO/IEC 27001
12 2 (0.078%) COREP
12 2 (0.078%) Dodd-Frank
12 2 (0.078%) EMIR
13 1 (0.039%) HL7
13 1 (0.039%) RMADS
System Software
1 25 (0.98%) Docker
2 23 (0.90%) Active Directory
3 17 (0.67%) Oracle RAC
4 14 (0.55%) VMware Infrastructure
5 9 (0.35%) Xen
6 8 (0.31%) HDFS
7 7 (0.27%) Apache Flume
7 7 (0.27%) Hyper-V
8 4 (0.16%) Virtual Machines
9 3 (0.12%) VMware Workstation
10 2 (0.078%) iptables
10 2 (0.078%) ISA Server
10 2 (0.078%) Postfix
10 2 (0.078%) Samba
10 2 (0.078%) Varnish
10 2 (0.078%) XenServer
11 1 (0.039%) etcd
11 1 (0.039%) flannel
11 1 (0.039%) Oracle Clusterware
11 1 (0.039%) Tivoli Workload Scheduler
Systems Management
1 20 (0.78%) Puppet
2 10 (0.39%) Kubernetes
3 9 (0.35%) Microsoft Intune
3 9 (0.35%) Opscode Chef
4 8 (0.31%) DBAmp
4 8 (0.31%) HP SiteScope
4 8 (0.31%) Nagios
4 8 (0.31%) SCCM
5 7 (0.27%) Ambari
5 7 (0.27%) Control-M
5 7 (0.27%) Data Guard
5 7 (0.27%) HP Quality Center
6 6 (0.24%) SCOM
7 5 (0.20%) Ansible
8 4 (0.16%) CFEngine
8 4 (0.16%) Oracle Enterprise Manager
9 3 (0.12%) Oracle RMAN
10 2 (0.078%) Hadoop YARN
10 2 (0.078%) Oracle EDQ
10 2 (0.078%) ZABBIX
Vendors
1 583 (22.85%) Oracle
2 382 (14.97%) Microsoft
3 209 (8.19%) Informatica
4 194 (7.60%) SAP
5 105 (4.12%) Salesforce.com
6 103 (4.04%) Tableau
7 78 (3.06%) Teradata
8 67 (2.63%) Talend
9 57 (2.23%) IBM
10 56 (2.20%) Netezza
10 56 (2.20%) Pega
11 40 (1.57%) Cognos
12 36 (1.41%) Siebel
13 32 (1.25%) CA
14 29 (1.14%) Hyperion
15 27 (1.06%) Sybase
16 24 (0.94%) Remedy
17 23 (0.90%) Ab Initio
18 18 (0.71%) BMC
18 18 (0.71%) MicroStrategy
London
Careerwise UK Limited
Rate: £500 - £600 per day
Posted: 21 hours ago
London
Arrows Group
Rate: £0.00 per annum
Posted: 21 hours ago
London
Marcus Donald People
Rate: £450 - £550 per day
Posted: 2 days ago
Altrincham, Cheshire
Applause IT Innovation
Rate: £360 - £380 per day
Posted: Yesterday
London
Randstad Technologies
Rate: £0.00 per annum
Posted: 2 days ago
City, London
Streamline Connections
Rate: £400 - £450 per day
Posted: 23 hours ago
City, London
Venturi
Rate: £350 - £425 per day
Posted: 2 days ago
London
Careerwise UK Limited
Rate: £450 - £550 per day
Posted: 2 days ago
City, London
Eames Consulting
Rate: £400 - £500 per day
Posted: 2 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 2 days ago
London
Randstad Technologies
Rate: £400 - £500 per day
Posted: 2 days ago
London
Oliver Bernard
Rate: £375 - £450 per day
Posted: Yesterday
Sunderland, Tyne and Wear
Lorien Resourcing
Rate: Market daily rates
Posted: 2 days ago
West Midlands
HAYS INFORMATION TECHNOLOGY
Rate: £300.00 - £400.00 per day
Posted: 2 days ago
London
Coal IT Services
Rate: From £450 to £450 per day
Posted: 23 hours ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 2 days ago
City, London
Salt
Rate: £385 - £425 per day
Posted: 4 days ago
Bracknell, Berkshire
Venturi
Rate: £300 - £450 per day
Posted: 3 days ago
Warwick, Warwickshire
Harvey Nash plc
Rate: £300 - £400 per annum
Posted: 3 days ago
City, London
TEKsystems
Rate: £500 - £550 per day
Posted: 21 hours ago
Horsham, West Sussex
Clearwater People Solutions
Rate: £350 - £400 Per Day
Posted: 2 days ago
London
Venturi
Rate: £500 - £525 per day
Posted: 2 days ago
London
Venturi
Rate: £450 - £475 per day
Posted: 3 days ago
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 4 days ago
West London
Royal Geographical Society
Rate: From £18,081 to £19,338 per annum (3 days per week)
Posted: 3 days ago
Coventry, West Midlands (County)
Montash
Rate: £350 - £390 per day
Posted: 2 days ago
London
Oliver Bernard
Rate: £400 - £425 per day
Posted: 2 days ago
London
Spectrum IT Recruitment (South) Ltd
Rate: £400 - £550 per day
Posted: 3 days ago
London
McGregor Boyall
Rate: £450 - £500 per day
Posted: 3 days ago
London
Verticality Ltd
Rate: £200 - £250 per day
Posted: 2 days ago