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 25 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
25 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 89 76 85
Rank change year-on-year
-13 +9
Contract jobs citing Data Modelling 1234 1289 1123
As % of all contract IT jobs located in England 2.50% 2.62% 2.34%
As % of the Processes & Methodologies category 3.05% 3.30% 2.99%
Number of daily rates quoted 830 844 740
Median daily rate £463 £450 £450
Median daily rate % change year-on-year
+2.77% -
90% offered a daily rate of more than £325 £325 £325
10% offered a daily rate of more than £652 £600 £600
UK excluding London median daily rate £450 £428 £410
% change year-on-year
+5.26% +4.26%
Number of hourly rates quoted 1 6 6
Median hourly rate £43.57 £36.00 £21.55
Median hourly rate % change year-on-year
+21.02% +67.09%
UK excluding London median hourly rate - £21.60 £23.15
% change year-on-year
- -6.71%
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
40456 39044 37496
As % of all contract IT jobs located in England 82.11% 79.32% 78.05%
Number of daily rates quoted 27087 25129 24044
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 £285 £275
10% offered a daily rate of more than £600 £575 £568
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 906 1122 1153
Median hourly rate £27.50 £29.00 £29.00
Median hourly rate % change year-on-year
-5.17% -
90% offered a hourly rate of more than £12.75 £12.00 £12.50
10% offered a hourly rate of more than £47.50 £47.83 £47.50
UK excluding London median hourly rate £33.75 £30.50 £30.00
% change year-on-year
+10.65% +1.66%

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 25 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 25 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 -18 623 £485 +2.10% 101
South East -37 156 £425 +0.59% 34
Yorkshire -6 105 £475 +11.76% 14
West Midlands +22 104 £425 -8.35% 13
North West +4 83 £440 -12.00% 13
South West -6 47 £450 -10.00% 8
East of England +19 46 £463 +7.55% 22
North East -51 34 £350 -26.31% 3
East Midlands +11 32 £423 +16.55% 3
Midlands -5 4 £550 +19.56%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 25 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 1011 (39.26%) SQL
2 697 (27.07%) Finance
3 687 (26.68%) Business Intelligence
4 620 (24.08%) Data Warehouse
5 614 (23.84%) Agile Software Development
6 566 (21.98%) Oracle
7 527 (20.47%) ETL
8 432 (16.78%) SQL Server
9 392 (15.22%) Microsoft
10 391 (15.18%) Data Analysis
11 377 (14.64%) Data Management
12 355 (13.79%) Data Quality
13 348 (13.51%) Analytical Skills
14 326 (12.66%) Analytics
15 323 (12.54%) Migration
16 316 (12.27%) Java
17 310 (12.04%) Data Architecture
18 292 (11.34%) Logical Data Model
19 261 (10.14%) Banking
20 238 (9.24%) XML
21 235 (9.13%) SQL Server Integration Services
22 229 (8.89%) Data Migration
23 213 (8.27%) MS Excel
24 208 (8.08%) Informatica
25 206 (8.00%) SAP
26 204 (7.92%) Business Analysis
27 202 (7.84%) Data Integration
28 201 (7.81%) SQL Server Reporting Services
29 199 (7.73%) Data Governance
30 196 (7.61%) Big Data

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
1 154 (5.98%) SAS
2 57 (2.21%) SharePoint
3 54 (2.10%) Confluence
4 41 (1.59%) Apache Spark
5 37 (1.44%) Apache Pig
6 35 (1.36%) WebLogic
7 32 (1.24%) Node.js
8 26 (1.01%) Elasticsearch
9 22 (0.85%) CMS
10 17 (0.66%) Apache
10 17 (0.66%) WebSphere
11 14 (0.54%) Apache Solr
11 14 (0.54%) BizTalk Server
11 14 (0.54%) Tomcat
12 10 (0.39%) JBoss
13 7 (0.27%) NetWeaver
13 7 (0.27%) Oracle Coherence
13 7 (0.27%) WebSphere Application Server
14 6 (0.23%) Oracle Service Bus
14 6 (0.23%) Oracle Workflow
Applications
1 213 (8.27%) MS Excel
2 61 (2.37%) MS Office
3 48 (1.86%) MS Visio
4 32 (1.24%) MS Project
5 30 (1.17%) MS PowerPoint
5 30 (1.17%) SPSS
6 13 (0.50%) Stata
7 6 (0.23%) Siemens NX
8 4 (0.16%) Spreadsheet
9 3 (0.12%) CATIA
9 3 (0.12%) Mathematica
10 2 (0.078%) AutoCAD
10 2 (0.078%) Pro/ENGINEER
10 2 (0.078%) PTC Creo
10 2 (0.078%) SOLIDWORKS
Business Applications
1 65 (2.52%) Dynamics CRM
2 20 (0.78%) Oracle EBS
3 17 (0.66%) SAP Oil and Gas
4 16 (0.62%) Remedy ITSM
4 16 (0.62%) SAP MDM
5 12 (0.47%) Oracle Retail
6 10 (0.39%) SAP CRM
7 9 (0.35%) Cognos Business Intelligence
7 9 (0.35%) SAP ERP
7 9 (0.35%) SAP IS-U
7 9 (0.35%) Teamcenter
8 8 (0.31%) Oracle CRM
9 7 (0.27%) Dynamics AX
10 5 (0.19%) Oracle Applications
10 5 (0.19%) Oracle EBS R12
10 5 (0.19%) Oracle Financials
10 5 (0.19%) SAP CO
10 5 (0.19%) SAP FI
10 5 (0.19%) SAP FI/CO
11 4 (0.16%) SAP MM
Cloud Services
1 55 (2.14%) Amazon AWS
2 35 (1.36%) Microsoft Azure
3 23 (0.89%) SaaS
4 16 (0.62%) Amazon Kinesis
4 16 (0.62%) Amazon S3
5 12 (0.47%) Force.com
5 12 (0.47%) GitHub
5 12 (0.47%) Office 365
6 11 (0.43%) AWS Elastic Beanstalk
6 11 (0.43%) Heroku
7 10 (0.39%) Veeva
8 9 (0.35%) SuccessFactors
9 8 (0.31%) Oracle CX
10 7 (0.27%) Amazon EC2
10 7 (0.27%) PaaS
11 6 (0.23%) Google Analytics
11 6 (0.23%) IaaS
11 6 (0.23%) Taleo
12 5 (0.19%) Cloud Computing
13 3 (0.12%) Google Cloud Platform
Communications & Networking
1 20 (0.78%) HTTP
2 15 (0.58%) Internet
3 8 (0.31%) CTI
4 6 (0.23%) DNS
4 6 (0.23%) VPN
5 5 (0.19%) LDAP
6 4 (0.16%) Kerberos
6 4 (0.16%) TCP/IP
7 2 (0.078%) ATM
7 2 (0.078%) HTTPS
7 2 (0.078%) Network Security
7 2 (0.078%) SSH
7 2 (0.078%) SSL
7 2 (0.078%) WAN
8 1 (0.039%) 3G
8 1 (0.039%) Extranet
8 1 (0.039%) IMAP
8 1 (0.039%) NAS
8 1 (0.039%) Radio Access Network
8 1 (0.039%) WLAN
Database & Business Intelligence
1 620 (24.08%) Data Warehouse
2 432 (16.78%) SQL Server
3 235 (9.13%) SQL Server Integration Services
4 201 (7.81%) SQL Server Reporting Services
5 196 (7.61%) Big Data
6 189 (7.34%) BusinessObjects
7 177 (6.87%) Relational Database
8 174 (6.76%) Hadoop
9 163 (6.33%) Oracle Database
10 135 (5.24%) SQL Server Analysis Services
11 115 (4.47%) NoSQL
12 106 (4.12%) Data Mining
13 94 (3.65%) Apache Hive
14 93 (3.61%) MySQL
15 92 (3.57%) QlikView
16 82 (3.18%) PostgreSQL
17 81 (3.15%) SQL Server 2012
18 79 (3.07%) MongoDB
18 79 (3.07%) Star Schema
19 72 (2.80%) RDBMS
Development Applications
1 175 (6.80%) ERwin
2 81 (3.15%) JIRA
3 57 (2.21%) Talend Open Studio
4 41 (1.59%) Team Foundation Server
5 32 (1.24%) Git (software)
6 30 (1.17%) Jenkins
6 30 (1.17%) JUnit
7 28 (1.09%) Subversion
8 22 (0.85%) SoapUI
9 21 (0.82%) Visual Studio
10 20 (0.78%) PowerDesigner
11 17 (0.66%) Eclipse
12 16 (0.62%) Maven
13 15 (0.58%) NUnit
14 14 (0.54%) Oracle Forms
14 14 (0.54%) Toad
15 13 (0.50%) MSTest
15 13 (0.50%) TeamCity
16 12 (0.47%) Ant
17 11 (0.43%) ClearCase
General
1 697 (27.07%) Finance
2 261 (10.14%) Banking
3 120 (4.66%) Retail
4 99 (3.84%) Investment Banking
5 90 (3.50%) Marketing
6 49 (1.90%) Telecoms
7 48 (1.86%) Front Office
8 47 (1.83%) Legal
9 35 (1.36%) Manufacturing
9 35 (1.36%) Pharmaceutical
10 28 (1.09%) Advertising
10 28 (1.09%) Publishing
11 22 (0.85%) Back Office
12 17 (0.66%) Billing
13 12 (0.47%) Electronics
13 12 (0.47%) Financial Institution
14 9 (0.35%) Automotive
15 7 (0.27%) International Banking
16 6 (0.23%) Retail Banking
16 6 (0.23%) Spanish Language
Job Titles
1 708 (27.50%) Developer
2 694 (26.95%) Analyst
3 612 (23.77%) Architect
4 371 (14.41%) Data Architect
5 337 (13.09%) Business Analyst
6 244 (9.48%) Data Analyst
7 157 (6.10%) Consultant
8 149 (5.79%) Data Modeller
9 144 (5.59%) SQL Developer
10 117 (4.54%) Business Intelligence Developer
11 96 (3.73%) Senior Developer
12 86 (3.34%) Solutions Architect
13 84 (3.26%) ETL Developer
14 82 (3.18%) Enterprise Architect
15 80 (3.11%) Java Developer
16 67 (2.60%) Data Business Analyst
17 65 (2.52%) SQL Analyst
18 63 (2.45%) Business Intelligence Analyst
18 63 (2.45%) SSIS Developer
19 57 (2.21%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 238 (9.24%) XML
2 154 (5.98%) Web Services
3 134 (5.20%) .NET
4 113 (4.39%) HTML
5 89 (3.46%) XSD
6 88 (3.42%) SOAP
7 83 (3.22%) CSS
7 83 (3.22%) REST
8 76 (2.95%) RESTful
9 71 (2.76%) JSON
10 54 (2.10%) Middleware
11 53 (2.06%) J2EE
12 48 (1.86%) Spring
12 48 (1.86%) WSDL
13 45 (1.75%) .NET Framework
14 42 (1.63%) AngularJS
15 36 (1.40%) HTML5
16 35 (1.36%) jQuery
17 34 (1.32%) MDX
18 32 (1.24%) FIX Protocol
Miscellaneous
1 348 (13.51%) Analytical Skills
2 202 (7.84%) Data Integration
3 166 (6.45%) Management Information System
4 114 (4.43%) Visualisation
5 98 (3.81%) Data Structures
6 84 (3.26%) Reference Data
7 47 (1.83%) Computer Science
7 47 (1.83%) Enterprise Software
8 36 (1.40%) CMDB
9 35 (1.36%) Algorithms
10 33 (1.28%) Fixed Income
11 32 (1.24%) Credit Risk
12 30 (1.17%) Derivative
13 28 (1.09%) Equities
13 28 (1.09%) NHS
13 28 (1.09%) Replication
14 27 (1.05%) Statistics
15 25 (0.97%) User Experience
16 21 (0.82%) Market Risk
16 21 (0.82%) Mobile App
Operating Systems
1 149 (5.79%) Unix
2 90 (3.50%) Windows
3 59 (2.29%) Linux
4 25 (0.97%) Windows Server
5 15 (0.58%) Apple iOS
6 13 (0.50%) Android
7 6 (0.23%) AIX
7 6 (0.23%) CentOS
7 6 (0.23%) zOS
8 5 (0.19%) Red Hat Enterprise Linux
9 3 (0.12%) Debian
9 3 (0.12%) Oracle Linux
9 3 (0.12%) Ubuntu
9 3 (0.12%) Windows Server 2008
10 2 (0.078%) Mac OS X
10 2 (0.078%) Solaris
11 1 (0.039%) VME
Processes & Methodologies
1 687 (26.68%) Business Intelligence
2 614 (23.84%) Agile Software Development
3 527 (20.47%) ETL
4 391 (15.18%) Data Analysis
5 377 (14.64%) Data Management
6 326 (12.66%) Analytics
7 323 (12.54%) Migration
8 310 (12.04%) Data Architecture
9 292 (11.34%) Logical Data Model
10 229 (8.89%) Data Migration
11 204 (7.92%) Business Analysis
12 199 (7.73%) Data Governance
13 189 (7.34%) SOA
14 184 (7.15%) UML
15 178 (6.91%) Scrum
16 166 (6.45%) Project Management
16 166 (6.45%) SDLC
17 160 (6.21%) CRM
18 159 (6.17%) Stakeholder Management
19 157 (6.10%) Physical Data Model
Programming Languages
1 1011 (39.26%) SQL
2 316 (12.27%) Java
3 181 (7.03%) T-SQL
4 172 (6.68%) PL/SQL
5 145 (5.63%) JavaScript
6 126 (4.89%) C#
7 122 (4.74%) Shell Script
8 79 (3.07%) Python
9 61 (2.37%) C++
10 56 (2.17%) VBA
11 44 (1.71%) Scala
12 39 (1.51%) R
13 38 (1.48%) PHP
14 36 (1.40%) Perl
15 28 (1.09%) Ruby
16 21 (0.82%) C
17 18 (0.70%) PowerShell
18 16 (0.62%) MATLAB
19 15 (0.58%) Apex Code
20 13 (0.50%) SOQL
Qualifications
1 173 (6.72%) Degree
2 165 (6.41%) Security Cleared
3 110 (4.27%) SC Cleared
4 44 (1.71%) ISEB
5 20 (0.78%) BPSS Clearance
6 18 (0.70%) Microsoft Certification
7 17 (0.66%) DV Cleared
8 11 (0.43%) MCSE
9 9 (0.35%) SAP Certification
10 8 (0.31%) CTC Cleared
10 8 (0.31%) ITIL Certification
10 8 (0.31%) MCTS
11 6 (0.23%) PRINCE2 Practitioner
12 5 (0.19%) BC Cleared
12 5 (0.19%) CBAP
12 5 (0.19%) MCITP
12 5 (0.19%) MCSA
12 5 (0.19%) PMI Certification
12 5 (0.19%) SAS Certification
13 4 (0.16%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 355 (13.79%) Data Quality
2 100 (3.88%) QA
3 33 (1.28%) Solvency II
4 21 (0.82%) Disclosure Scotland
5 17 (0.66%) SLA
6 12 (0.47%) ISO20022
7 9 (0.35%) Dublin Core
7 9 (0.35%) MiFID
8 7 (0.27%) Basel II
9 6 (0.23%) Basel III
9 6 (0.23%) GxP
10 4 (0.16%) COBIT
10 4 (0.16%) FATCA
11 3 (0.12%) ISO/IEC 27001
11 3 (0.12%) Sarbanes-Oxley
12 2 (0.078%) COREP
12 2 (0.078%) Dodd-Frank
12 2 (0.078%) EMIR
12 2 (0.078%) PCI DSS
13 1 (0.039%) HL7
System Software
1 18 (0.70%) Active Directory
2 14 (0.54%) Docker
3 12 (0.47%) HDFS
4 11 (0.43%) Oracle RAC
5 9 (0.35%) Hyper-V
5 9 (0.35%) VMware Infrastructure
6 6 (0.23%) Xen
7 5 (0.19%) Apache Flume
7 5 (0.19%) ISA Server
8 2 (0.078%) Varnish
9 1 (0.039%) Oracle Clusterware
9 1 (0.039%) VMware Workstation
Systems Management
1 19 (0.74%) Puppet
2 12 (0.47%) Opscode Chef
3 8 (0.31%) Control-M
3 8 (0.31%) Data Guard
3 8 (0.31%) HP SiteScope
3 8 (0.31%) Nagios
3 8 (0.31%) SCCM
4 6 (0.23%) Oracle EDQ
4 6 (0.23%) SCOM
5 5 (0.19%) Ansible
5 5 (0.19%) Kubernetes
6 4 (0.16%) CFEngine
6 4 (0.16%) Oracle RMAN
7 3 (0.12%) HP Quality Center
7 3 (0.12%) Oracle Enterprise Manager
8 2 (0.078%) Ambari
8 2 (0.078%) Oracle Flashback
9 1 (0.039%) Hadoop YARN
9 1 (0.039%) Oozie
9 1 (0.039%) Tivoli Storage Manager
Vendors
1 566 (21.98%) Oracle
2 392 (15.22%) Microsoft
3 208 (8.08%) Informatica
4 206 (8.00%) SAP
5 103 (4.00%) Tableau
6 72 (2.80%) IBM
6 72 (2.80%) Teradata
7 68 (2.64%) Pega
8 57 (2.21%) Talend
9 51 (1.98%) Cognos
10 47 (1.83%) CA
11 43 (1.67%) Salesforce.com
11 43 (1.67%) Siebel
12 34 (1.32%) Sybase
13 33 (1.28%) BMC
14 29 (1.13%) Netezza
15 26 (1.01%) Remedy
16 18 (0.70%) Ab Initio
17 17 (0.66%) TIBCO
18 16 (0.62%) MicroStrategy
City, London
TEKsystems
Rate: £550 - £600 per day
Posted: 1 hour ago
Crawley, West Sussex
Lorien Resourcing
Posted: 2 hours ago
Coventry, West Midlands (County)
Lockheed Martin
Posted: 5 hours ago
Oxfordshire
Lawrence Harvey Enterprise
Posted: 8 hours ago
Ipswich, Suffolk
Lorien Resourcing
Posted: Yesterday
West London
PCR
Rate: £450 - £478 per day
Posted: Yesterday
Peterborough
Churchill Frank International
Posted: Yesterday
Sheffield, South Yorkshire
Reed Technology
Rate: £300 - £370 per day
Posted: Yesterday
London
Harvey Nash plc
Rate: £600 - £800 per day
Posted: Yesterday
Kingswinford, West Midlands (County)
Experis Ltd
Rate: £275 - £320 per day
Posted: Yesterday
West London
Experis Ltd
Rate: £425.00 - £475.00 per day
Posted: Yesterday
South East
Oliver James Associates
Posted: Yesterday
Guildford, Surrey
BAE Systems Applied Intelligence Ltd
Posted: 2 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: 2 days ago
London
Venturi
Rate: £350 - £395 per day
Posted: 2 days ago
City, London
Salt
Rate: £500 - £575 per day
Posted: 2 days ago
London
TEKsystems
Rate: £500 - £550 per day
Posted: 4 days ago
London
McGregor Boyall
Rate: £600 - £650 per day
Posted: 5 days ago
South East London
JM
Posted: 5 days ago
City, London
Twenty Recruitment Group
Rate: From £550 to £650 per day
Posted: 5 days ago
Hertfordshire
Volt
Rate: £450.00 per day
Posted: 5 days ago
North London
IQ Public Sector
Rate: £300 - £400 per day
Posted: 5 days ago
Hertfordshire
Volt
Rate: £425.00 - £450.00 per day
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Rate: £700 - £800 per day
Posted: 6 days ago
London
Harvey Nash plc
Rate: £450 - £500 per day
Posted: 6 days ago
Reading, Berkshire
The Bridge Ltd
Rate: £ Market Rates
Posted: 6 days ago
Newcastle Upon Tyne, Tyne and Wear
Harvey Nash plc
Rate: £250 - £400 per day
Posted: 6 days ago
Barnet
IQ Public Sector
Rate: £250 - £300 per day
Posted: 6 days ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Rate: £300 - £375 per day
Posted: 6 days ago
Northamptonshire
Senitor Associates
Rate: £280 - £320 per day
Posted: 6 days ago
London
FDM Group
Posted: 7 days ago
City of London
Venturi
Rate: £400 - £450 per day
Posted: 8 days ago
Hertfordshire
Real Staffing
Rate: competitive
Posted: 8 days ago
Richmond, Surrey
EYC Symphony
Rate: From £350 to £500 per annum
Posted: 9 days ago
London
Arrows Group Ltd
Rate: £0.00 per annum
Posted: 12 days ago
Reading
People Source Consulting
Rate: £325 - £350 per day
Posted: 12 days ago
Wakefield
Lawrence Harvey
Posted: 12 days ago
Manchester
Computer Futures
Rate: competitive
Posted: 14 days ago
London
Hays London City Cheapside
Rate: £400.00 - £450.00 per day
Posted: 14 days ago
Oxford
Arrows Group Ltd
Rate: £0.00 per annum
Posted: 15 days ago